From 644ef1b2d7a24961b58c469d21dccedc80a1d0f0 Mon Sep 17 00:00:00 2001 From: "K.Filippopolitis" <56073635+KFilippopolitis@users.noreply.github.com> Date: Thu, 18 Jul 2024 10:27:24 +0300 Subject: [PATCH] Test data are loaded on the globalworker. (#489) * Add Mipdb to GlobalWorker: Integrate Mipdb into GlobalWorker to enable dataset monitoring provided by the Worker Landscape Aggregator (WLA). * Added test datasets. Exclude this test data from Exareme2 flow * Update Deployment Logic: - Kubernetes: Ensure GlobalWorker is deployed even in single worker deployments. - Flower: Configure the server to run on the GlobalWorker. --- .github/workflows/prod_env_tests.yml | 110 +++----- .../flower/inputdata_preprocessing.py | 17 +- .../flower/logistic_regression/client.py | 4 +- .../flower/logistic_regression/server.py | 4 +- exareme2/controller/celery/tasks_handler.py | 3 +- .../controller/services/flower/controller.py | 19 +- .../services/flower/tasks_handler.py | 8 +- .../worker_landscape_aggregator.py | 11 +- exareme2/worker/flower/starter/starter_api.py | 8 +- .../worker/flower/starter/starter_service.py | 7 +- exareme2/worker/worker_info/worker_info_db.py | 2 - kubernetes/templates/exareme2-globalnode.yaml | 32 ++- kubernetes/values.yaml | 2 + mipdb/Dockerfile | 2 +- tasks.py | 265 +++++++++++++----- .../flower/test_logistic_regression.py | 10 +- .../flower/test_mnist_logistic_regression.py | 1 + .../one_node_deployment_template.toml | 14 +- .../kind_configuration/kind_cluster.yaml | 2 + .../master/monetdb_password.sh | 2 + .../deployment_configs/kubernetes_values.yaml | 2 + ...st_flower_logisticregression_validation.py | 1 + tests/prod_env_tests/test_get_datasets.py | 5 + .../test_get_datasets_locations.py | 98 +++---- .../flower/test_processes_garbage_collect.py | 4 + tests/standalone_tests/conftest.py | 76 ++++- .../test_pos_and_kw_args_in_algorithm_flow.py | 3 + .../worker_info/test_get_data_model_cdes.py | 4 + .../test_get_datasets_per_data_model.py | 38 +-- .../dementia_v_0_1/CDEsMetadata.json | 12 + .../dementia_v_0_1/desd-synthdata-test.csv | 101 +++++++ tests/test_data/dementia_v_0_1/edsd-test.csv | 101 +++++++ tests/test_data/dementia_v_0_1/ppmi-test.csv | 101 +++++++ .../CDEsMetadata.json | 4 + .../longitudinal_dementia-test.csv | 91 ++++++ tests/test_data/tbi_v_0_1/CDEsMetadata.json | 4 + tests/test_data/tbi_v_0_1/dummy_tbi-test.csv | 90 ++++++ 37 files changed, 984 insertions(+), 274 deletions(-) create mode 100755 tests/prod_env_tests/deployment_configs/kind_configuration/master/monetdb_password.sh create mode 100644 tests/test_data/dementia_v_0_1/desd-synthdata-test.csv create mode 100644 tests/test_data/dementia_v_0_1/edsd-test.csv create mode 100644 tests/test_data/dementia_v_0_1/ppmi-test.csv create mode 100644 tests/test_data/longitudinal_dementia_v_0_1/longitudinal_dementia-test.csv create mode 100644 tests/test_data/tbi_v_0_1/dummy_tbi-test.csv diff --git a/.github/workflows/prod_env_tests.yml b/.github/workflows/prod_env_tests.yml index 9cb191ef4..f412e1523 100644 --- a/.github/workflows/prod_env_tests.yml +++ b/.github/workflows/prod_env_tests.yml @@ -203,83 +203,45 @@ jobs: - name: Wait for pods to get healthy run: timeout 300 bash -c 'while true; do if kubectl get pods --no-headers | awk '\''{if ($2 != "1/1" && $2 != "2/2" && $2 != "3/3" && $2 != "4/4") exit 1;}'\''; then echo "All pods are ready!"; break; else kubectl get pods -o wide; sleep 20; fi done' - - name: Initialize MONETDB from mipdb container + - name: Load data models into localworkers and globalworker run: | - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[0].metadata.name') -c db-importer -- sh -c 'mipdb init' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb init' - - - name: Load dementia data model into localworkers - run: | - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[0].metadata.name') -c db-importer -- sh -c 'mipdb add-data-model /opt/data/dementia_v_0_1/CDEsMetadata.json' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb add-data-model /opt/data/dementia_v_0_1/CDEsMetadata.json' - - - name: Load dementia dataset csvs with suffix even numbers into localworker 1 - run: | - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[0].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/edsd0.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[0].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/ppmi0.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[0].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/desd-synthdata0.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[0].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/edsd2.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[0].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/ppmi2.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[0].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/desd-synthdata2.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[0].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/edsd4.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[0].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/ppmi4.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[0].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/desd-synthdata4.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[0].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/edsd6.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[0].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/ppmi6.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[0].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/desd-synthdata6.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[0].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/edsd8.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[0].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/ppmi8.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[0].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/desd-synthdata8.csv -d dementia -v 0.1' - - - name: Load dementia dataset csvs with suffix odd numbers into localworker 2 - run: | - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/edsd1.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/ppmi1.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/desd-synthdata1.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/edsd3.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/ppmi3.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/desd-synthdata3.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/edsd5.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/ppmi5.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/desd-synthdata5.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/edsd7.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/ppmi7.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/desd-synthdata7.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/edsd9.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/ppmi9.csv -d dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/dementia_v_0_1/desd-synthdata9.csv -d dementia -v 0.1' - - - name: Load tbi data model into localworkers - run: | - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[0].metadata.name') -c db-importer -- sh -c 'mipdb add-data-model /opt/data/tbi_v_0_1/CDEsMetadata.json' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb add-data-model /opt/data/tbi_v_0_1/CDEsMetadata.json' - - - name: Load tbi dataset csvs with suffix of even numbers into localworker 1 - run: | - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[0].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/tbi_v_0_1/dummy_tbi0.csv -d tbi -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[0].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/tbi_v_0_1/dummy_tbi2.csv -d tbi -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[0].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/tbi_v_0_1/dummy_tbi4.csv -d tbi -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[0].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/tbi_v_0_1/dummy_tbi6.csv -d tbi -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[0].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/tbi_v_0_1/dummy_tbi8.csv -d tbi -v 0.1' - - - name: Load tbi dataset csvs with suffix of odd numbers into localworker 2 + LOCALWORKER1=$(kubectl get pods -o json | jq -r '.items[] | select(.spec.nodeName=="localworker1") | .metadata.name') + LOCALWORKER2=$(kubectl get pods -o json | jq -r '.items[] | select(.spec.nodeName=="localworker2") | .metadata.name') + GLOBALWORKER=$(kubectl get pods -l=nodeType=globalworker -o json | jq -r ".items[0].metadata.name") + + for POD in $LOCALWORKER1 $LOCALWORKER2 $GLOBALWORKER; do + kubectl exec $POD -c db-importer -- sh -c 'mipdb init' + for model in dementia_v_0_1 tbi_v_0_1 longitudinal_dementia_v_0_1; do + kubectl exec $POD -c db-importer -- sh -c "mipdb add-data-model /opt/data/${model}/CDEsMetadata.json" + done + done + + - name: Load Dataset CSVs into Localworkers and Globalworker run: | - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/tbi_v_0_1/dummy_tbi1.csv -d tbi -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/tbi_v_0_1/dummy_tbi3.csv -d tbi -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/tbi_v_0_1/dummy_tbi5.csv -d tbi -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/tbi_v_0_1/dummy_tbi7.csv -d tbi -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/tbi_v_0_1/dummy_tbi9.csv -d tbi -v 0.1' + LOCALWORKER1=$(kubectl get pods -o json | jq -r '.items[] | select(.spec.nodeName=="localworker1") | .metadata.name') + LOCALWORKER2=$(kubectl get pods -o json | jq -r '.items[] | select(.spec.nodeName=="localworker2") | .metadata.name') + GLOBALWORKER=$(kubectl get pods -l=nodeType=globalworker -o json | jq -r ".items[0].metadata.name") + + for model in dementia_v_0_1 tbi_v_0_1 longitudinal_dementia_v_0_1; do + for filepath in $(kubectl exec $GLOBALWORKER -c db-importer -- ls /opt/data/${model}); do + filepath=/opt/data/${model}/${filepath} + if [[ $filepath == *test.csv ]]; then + echo "Loading file: $filepath at $GLOBALWORKER" + kubectl exec $GLOBALWORKER -c db-importer -- mipdb add-dataset $filepath -d ${model%_v_*} -v 0.1 + elif [[ $filepath == *.csv ]]; then + filename=$(basename $filepath) + suffix=$(echo $filename | grep -o '[0-9]*' | tail -1) + if (( suffix % 2 == 0 )); then + POD_NAME=$LOCALWORKER2 + else + POD_NAME=$LOCALWORKER1 + fi + echo "Loading file: $filepath at $POD_NAME" + kubectl exec $POD_NAME -c db-importer -- mipdb add-dataset $filepath -d ${model%_v_*} -v 0.1 + fi + done + done - - name: Load longitudinal dementia data model into localworkers - run: | - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[0].metadata.name') -c db-importer -- sh -c 'mipdb add-data-model /opt/data/longitudinal_dementia_v_0_1/CDEsMetadata.json' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb add-data-model /opt/data/longitudinal_dementia_v_0_1/CDEsMetadata.json' - - - name: Load longitudinal dementia datasets csvs into localworkers - run: | - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[0].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/longitudinal_dementia_v_0_1/longitudinal_dementia0.csv -d longitudinal_dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/longitudinal_dementia_v_0_1/longitudinal_dementia1.csv -d longitudinal_dementia -v 0.1' - kubectl exec $(kubectl get pods -l=nodeType=localworker -o json | jq -r '.items[1].metadata.name') -c db-importer -- sh -c 'mipdb add-dataset /opt/data/longitudinal_dementia_v_0_1/longitudinal_dementia2.csv -d longitudinal_dementia -v 0.1' - name: Controller logs run: kubectl logs -l app=exareme2-controller --tail -1 diff --git a/exareme2/algorithms/flower/inputdata_preprocessing.py b/exareme2/algorithms/flower/inputdata_preprocessing.py index 517939731..e3891c388 100644 --- a/exareme2/algorithms/flower/inputdata_preprocessing.py +++ b/exareme2/algorithms/flower/inputdata_preprocessing.py @@ -39,8 +39,7 @@ def apply_inputdata(df: pd.DataFrame, inputdata: Inputdata) -> pd.DataFrame: return df -def fetch_client_data(inputdata) -> pd.DataFrame: - FLOWER_LOGGER.error(f"BROOO {os.getenv('CSV_PATHS')}") +def fetch_data(inputdata) -> pd.DataFrame: dataframes = [ pd.read_csv(f"{os.getenv('DATA_PATH')}{csv_path}") for csv_path in os.getenv("CSV_PATHS").split(",") @@ -49,20 +48,6 @@ def fetch_client_data(inputdata) -> pd.DataFrame: return apply_inputdata(df, inputdata) -def fetch_server_data(inputdata) -> pd.DataFrame: - data_folder = Path( - f"{os.getenv('DATA_PATH')}/{inputdata.data_model.split(':')[0]}_v_0_1" - ) - print(f"Loading data from folder: {data_folder}") - dataframes = [ - pd.read_csv(data_folder / f"{dataset}.csv") - for dataset in inputdata.datasets - if (data_folder / f"{dataset}.csv").exists() - ] - df = pd.concat(dataframes, ignore_index=True) - return apply_inputdata(df, inputdata) - - def preprocess_data(inputdata, full_data): # Ensure x and y are specified and correct if not inputdata.x or not inputdata.y: diff --git a/exareme2/algorithms/flower/logistic_regression/client.py b/exareme2/algorithms/flower/logistic_regression/client.py index eab49b87a..f2fdf73c6 100644 --- a/exareme2/algorithms/flower/logistic_regression/client.py +++ b/exareme2/algorithms/flower/logistic_regression/client.py @@ -11,7 +11,7 @@ from utils import set_initial_params from utils import set_model_params -from exareme2.algorithms.flower.inputdata_preprocessing import fetch_client_data +from exareme2.algorithms.flower.inputdata_preprocessing import fetch_data from exareme2.algorithms.flower.inputdata_preprocessing import get_input from exareme2.algorithms.flower.inputdata_preprocessing import preprocess_data @@ -42,7 +42,7 @@ def evaluate(self, parameters, config): if __name__ == "__main__": model = LogisticRegression(penalty="l2", max_iter=1, warm_start=True) inputdata = get_input() - full_data = fetch_client_data(inputdata) + full_data = fetch_data(inputdata) X_train, y_train = preprocess_data(inputdata, full_data) set_initial_params(model, X_train, full_data, inputdata) diff --git a/exareme2/algorithms/flower/logistic_regression/server.py b/exareme2/algorithms/flower/logistic_regression/server.py index a00af71af..f5e2afda0 100644 --- a/exareme2/algorithms/flower/logistic_regression/server.py +++ b/exareme2/algorithms/flower/logistic_regression/server.py @@ -6,7 +6,7 @@ from utils import set_initial_params from utils import set_model_params -from exareme2.algorithms.flower.inputdata_preprocessing import fetch_server_data +from exareme2.algorithms.flower.inputdata_preprocessing import fetch_data from exareme2.algorithms.flower.inputdata_preprocessing import get_input from exareme2.algorithms.flower.inputdata_preprocessing import post_result from exareme2.algorithms.flower.inputdata_preprocessing import preprocess_data @@ -35,7 +35,7 @@ def evaluate(server_round, parameters, config): if __name__ == "__main__": model = LogisticRegression() inputdata = get_input() - full_data = fetch_server_data(inputdata) + full_data = fetch_data(inputdata) X_train, y_train = preprocess_data(inputdata, full_data) set_initial_params(model, X_train, full_data, inputdata) strategy = fl.server.strategy.FedAvg( diff --git a/exareme2/controller/celery/tasks_handler.py b/exareme2/controller/celery/tasks_handler.py index 643969c77..f20b66425 100644 --- a/exareme2/controller/celery/tasks_handler.py +++ b/exareme2/controller/celery/tasks_handler.py @@ -310,7 +310,7 @@ def start_flower_client( ) def start_flower_server( - self, request_id, algorithm_name, number_of_clients, server_address + self, request_id, algorithm_name, number_of_clients, server_address, csv_paths ) -> WorkerTaskResult: return self._queue_task( task_signature=TASK_SIGNATURES["start_flower_server"], @@ -318,6 +318,7 @@ def start_flower_server( algorithm_name=algorithm_name, number_of_clients=number_of_clients, server_address=server_address, + csv_paths=csv_paths, ) def stop_flower_server( diff --git a/exareme2/controller/services/flower/controller.py b/exareme2/controller/services/flower/controller.py index aeb17cecb..5cd51c282 100644 --- a/exareme2/controller/services/flower/controller.py +++ b/exareme2/controller/services/flower/controller.py @@ -70,14 +70,12 @@ async def exec_algorithm(self, algorithm_name, algorithm_request_dto): for worker in workers_info ] - server_task_handler, server_ip = task_handlers[0], workers_info[0].ip - if len(task_handlers) > 1: - global_worker = self.worker_landscape_aggregator.get_global_worker() - server_task_handler = self._create_worker_tasks_handler( - request_id, global_worker - ) - server_ip = global_worker.ip - + global_worker = self.worker_landscape_aggregator.get_global_worker() + server_task_handler = self._create_worker_tasks_handler( + request_id, global_worker + ) + server_ip = global_worker.ip + server_id = global_worker.id # Garbage Collect server_task_handler.garbage_collect() for handler in task_handlers: @@ -92,7 +90,10 @@ async def exec_algorithm(self, algorithm_name, algorithm_request_dto): try: server_pid = server_task_handler.start_flower_server( - algorithm_name, len(task_handlers), str(server_address) + algorithm_name, + len(task_handlers), + str(server_address), + csv_paths_per_worker_id[server_id], ) clients_pids = { handler.start_flower_client( diff --git a/exareme2/controller/services/flower/tasks_handler.py b/exareme2/controller/services/flower/tasks_handler.py index 32467f08b..a74df3c35 100644 --- a/exareme2/controller/services/flower/tasks_handler.py +++ b/exareme2/controller/services/flower/tasks_handler.py @@ -41,10 +41,14 @@ def start_flower_client( ).get(timeout=self._tasks_timeout) def start_flower_server( - self, algorithm_name: str, number_of_clients: int, server_address + self, algorithm_name: str, number_of_clients: int, server_address, csv_paths ) -> int: return self._worker_tasks_handler.start_flower_server( - self._request_id, algorithm_name, number_of_clients, server_address + self._request_id, + algorithm_name, + number_of_clients, + server_address, + csv_paths, ).get(timeout=self._tasks_timeout) def stop_flower_server(self, pid: int, algorithm_name: str): diff --git a/exareme2/controller/services/worker_landscape_aggregator/worker_landscape_aggregator.py b/exareme2/controller/services/worker_landscape_aggregator/worker_landscape_aggregator.py index 4435eb14a..15b75a2cb 100644 --- a/exareme2/controller/services/worker_landscape_aggregator/worker_landscape_aggregator.py +++ b/exareme2/controller/services/worker_landscape_aggregator/worker_landscape_aggregator.py @@ -167,6 +167,8 @@ def get_worker_ids_with_any_of_datasets( self.datasets_locations.datasets_locations[data_model][dataset].worker_id for dataset in self.datasets_locations.datasets_locations[data_model] if dataset in datasets + if self.datasets_locations.datasets_locations[data_model][dataset].worker_id + != "globalworker" ] return list(set(local_workers_with_datasets)) @@ -547,7 +549,7 @@ def get_data_models_attributes(self) -> Dict[str, DataModelAttributes]: def _fetch_workers_metadata( self, - ) -> Tuple[List[WorkerInfo], DataModelsMetadataPerWorker,]: + ) -> Tuple[List[WorkerInfo], DataModelsMetadataPerWorker]: """ Returns a list of all the workers in the federation and their metadata (data_models, datasets, cdes). """ @@ -557,13 +559,8 @@ def _fetch_workers_metadata( .socket_addresses ) workers_info = self._get_workers_info(workers_addresses) - local_workers = [ - worker_info - for worker_info in workers_info - if worker_info.role == WorkerRole.LOCALWORKER - ] data_models_metadata_per_worker = self._get_data_models_metadata_per_worker( - local_workers + workers_info ) return workers_info, data_models_metadata_per_worker diff --git a/exareme2/worker/flower/starter/starter_api.py b/exareme2/worker/flower/starter/starter_api.py index e2878a5bd..f2f5e0977 100644 --- a/exareme2/worker/flower/starter/starter_api.py +++ b/exareme2/worker/flower/starter/starter_api.py @@ -14,8 +14,12 @@ def start_flower_client( @shared_task def start_flower_server( - request_id: str, algorithm_name: str, number_of_clients: int, server_address + request_id: str, + algorithm_name: str, + number_of_clients: int, + server_address, + csv_paths, ) -> int: return starter_service.start_flower_server( - request_id, algorithm_name, number_of_clients, server_address + request_id, algorithm_name, number_of_clients, server_address, csv_paths ) diff --git a/exareme2/worker/flower/starter/starter_service.py b/exareme2/worker/flower/starter/starter_service.py index 821ad8d3b..d34516335 100644 --- a/exareme2/worker/flower/starter/starter_service.py +++ b/exareme2/worker/flower/starter/starter_service.py @@ -36,7 +36,11 @@ def start_flower_client( @initialise_logger def start_flower_server( - request_id: str, algorithm_name: str, number_of_clients: int, server_address + request_id: str, + algorithm_name: str, + number_of_clients: int, + server_address, + csv_paths, ) -> int: env_vars = { "REQUEST_ID": request_id, @@ -47,6 +51,7 @@ def start_flower_server( "CONTROLLER_IP": worker_config.controller.ip, "CONTROLLER_PORT": worker_config.controller.port, "DATA_PATH": worker_config.data_path, + "CSV_PATHS": ",".join(csv_paths), } process = FlowerProcess(f"{algorithm_name}/server.py", env_vars=env_vars) logger = get_logger() diff --git a/exareme2/worker/worker_info/worker_info_db.py b/exareme2/worker/worker_info/worker_info_db.py index 2de9c57a2..901c2e4d0 100644 --- a/exareme2/worker/worker_info/worker_info_db.py +++ b/exareme2/worker/worker_info/worker_info_db.py @@ -1,5 +1,4 @@ import json -import warnings from typing import Dict from typing import List @@ -38,7 +37,6 @@ def get_data_models() -> List[str]: def convert_absolute_dataset_path_to_relative(dataset_path: str) -> str: - warnings.warn(str(dataset_path)) return dataset_path.split(str(worker_config.data_path))[-1] diff --git a/kubernetes/templates/exareme2-globalnode.yaml b/kubernetes/templates/exareme2-globalnode.yaml index 4396ccc94..35df391f4 100644 --- a/kubernetes/templates/exareme2-globalnode.yaml +++ b/kubernetes/templates/exareme2-globalnode.yaml @@ -1,4 +1,3 @@ -{{ if gt .Values.localnodes 1.0}} # Single node deployment apiVersion: apps/v1 kind: Deployment metadata: @@ -26,6 +25,9 @@ spec: - name: csv-data hostPath: path: {{ .Values.db.csvs_location }} + - name: credentials + hostPath: + path: {{ .Values.db.credentials_location }} containers: - name: monetdb image: {{ .Values.exareme2_images.repository }}/exareme2_db:{{ .Values.exareme2_images.version }} @@ -49,6 +51,10 @@ spec: volumeMounts: - mountPath: /home/monetdb name: db-data + - mountPath: /opt/data + name: csv-data + - mountPath: /opt/credentials + name: credentials startupProbe: exec: command: @@ -67,6 +73,23 @@ spec: - "select 1;" periodSeconds: 30 + - name: db-importer + image: {{ .Values.exareme2_images.repository }}/exareme2_mipdb:{{ .Values.exareme2_images.version }} + env: + - name: DB_IP + valueFrom: + fieldRef: + fieldPath: status.podIP + - name: SQLITE_DB_NAME + value: {{ .Values.globalworker_identifier }} + - name: DB_PORT + value: "50000" + volumeMounts: + - mountPath: /opt/data + name: csv-data + - mountPath: /opt/credentials + name: credentials + - name: rabbitmq image: {{ .Values.exareme2_images.repository }}/exareme2_rabbitmq:{{ .Values.exareme2_images.version }} env: @@ -101,11 +124,13 @@ spec: - name: worker image: {{ .Values.exareme2_images.repository }}/exareme2_worker:{{ .Values.exareme2_images.version }} volumeMounts: + - mountPath: /opt/credentials + name: credentials - mountPath: /opt/data name: csv-data env: - name: WORKER_IDENTIFIER - value: "globalworker" + value: {{ .Values.globalworker_identifier }} - name: WORKER_ROLE value: "GLOBALWORKER" - name: LOG_LEVEL @@ -140,6 +165,8 @@ spec: value: "guest" - name: MONETDB_PUBLIC_PASSWORD value: "guest" + - name: SQLITE_DB_NAME + value: {{ .Values.globalworker_identifier }} - name: SMPC_ENABLED value: {{ quote .Values.smpc.enabled }} {{ if .Values.smpc.enabled }} @@ -171,4 +198,3 @@ spec: - exareme2.worker.healthcheck periodSeconds: 30 timeoutSeconds: 10 -{{end}} diff --git a/kubernetes/values.yaml b/kubernetes/values.yaml index e5d87b2d3..9ad99502e 100644 --- a/kubernetes/values.yaml +++ b/kubernetes/values.yaml @@ -9,6 +9,8 @@ framework_log_level: ERROR max_concurrent_experiments: 32 +globalworker_identifier: globalworker + db: credentials_location: /opt/exareme2/credentials storage_location: /opt/exareme2/db diff --git a/mipdb/Dockerfile b/mipdb/Dockerfile index 8b5c66412..876099aad 100644 --- a/mipdb/Dockerfile +++ b/mipdb/Dockerfile @@ -30,7 +30,7 @@ WORKDIR $DATA_PATH ####################################################### # Installing dependencies ####################################################### -RUN pip install mipdb==3.0.0 # Must be updated together with pyproject.toml +RUN pip install mipdb==3.0.2 # Must be updated together with pyproject.toml RUN pip install click==8.1.2 RUN pip install pymonetdb==1.6.3 # Must be updated together with pyproject.toml diff --git a/tasks.py b/tasks.py index 0414b0ee6..bdf530845 100644 --- a/tasks.py +++ b/tasks.py @@ -383,20 +383,22 @@ def create_monetdb( run(c, cmd) -@task(iterable=["port"]) -def init_monetdb(c, port): +@task(iterable=["worker"]) +def init_system_tables(c, worker): """ - Initialize MonetDB container(s) with mipdb. + Initialize Sqlite with the system tables using mipdb. - :param port: A list of container ports that will be initialized. + :param worker: A list of workers that will be initialized. """ - ports = port - for port in ports: + workers = worker + for worker in workers: + sqlite_path = f"{TEST_DATA_FOLDER}/{worker}.db" + clean_sqlite(sqlite_path) message( - f"Initializing MonetDB with mipdb in port: {port}...", + f"Initializing system tables on sqlite with mipdb on worker: {worker}...", Level.HEADER, ) - cmd = f"""poetry run mipdb init {get_sqlite_path(port)}""" + cmd = f"""poetry run mipdb init {get_sqlite_path(worker)}""" run(c, cmd) @@ -410,16 +412,20 @@ def update_wla(c): @task(iterable=["port"]) -def load_data(c, use_sockets=False, port=None): +def load_data(c, use_sockets=False, worker=None): """ Load data into the specified DB from the 'TEST_DATA_FOLDER'. :param port: A list of ports, in which it will load the data. If not set, it will use the `WORKERS_CONFIG_DIR` files. - :param use_sockets: Flag that determine if the data will be loaded via sockets or not. + :param use_sockets: Flag that determines if the data will be loaded via sockets or not. """ - local_worker_ports = port - if not local_worker_ports: + def get_worker_configs(): + """ + Retrieve the configuration files of all workers. + + :return: A list of worker configurations. + """ config_files = [ WORKERS_CONFIG_DIR / file for file in listdir(WORKERS_CONFIG_DIR) ] @@ -430,43 +436,87 @@ def load_data(c, use_sockets=False, port=None): ) sys.exit(1) - local_worker_ports = [] + worker_configs = [] for worker_config_file in config_files: with open(worker_config_file) as fp: worker_config = toml.load(fp) - if worker_config["role"] == "LOCALWORKER": - local_worker_ports.append(worker_config["monetdb"]["port"]) + worker_configs.append(worker_config) + return worker_configs - local_worker_ports = sorted(local_worker_ports) + def filter_worker_configs(worker_configs, worker, node_type): + """ + Filter worker configurations based on a specific worker identifier and node type. - if len(local_worker_ports) == 1: - port = local_worker_ports[0] - cmd = f"poetry run mipdb load-folder {TEST_DATA_FOLDER} --copy_from_file {not use_sockets} {get_monetdb_configs_in_mipdb_format(port)} {get_sqlite_path(port)}" - message( - f"Loading the folder '{TEST_DATA_FOLDER}' in MonetDB at port {local_worker_ports[0]}...", - Level.HEADER, - ) - run(c, cmd) - return + :param worker_configs: A list of all worker configurations. + :param worker: The identifier of the worker to filter for. + :param node_type: The type of node to filter for (default is "localworker"). + :return: A list of tuples containing worker identifiers and ports. + """ + return [ + (config["identifier"], config["monetdb"]["port"]) + for config in worker_configs + if (not worker or config["identifier"] == worker) + and config["role"] == node_type + ] - for dirpath, dirnames, filenames in os.walk(TEST_DATA_FOLDER): - if "CDEsMetadata.json" not in filenames: - continue - cdes_file = os.path.join(dirpath, "CDEsMetadata.json") - # Load all data models in each db + def load_data_model_metadata(c, cdes_file, worker_id_and_ports): + """ + Load the data model metadata into MonetDB for each worker. + + :param c: The context object. + :param cdes_file: Path to the CDEsMetadata.json file. + :param worker_id_and_ports: A list of tuples containing worker identifiers and ports. + :return: The data model code and version. + """ with open(cdes_file) as data_model_metadata_file: data_model_metadata = json.load(data_model_metadata_file) - data_model_code = data_model_metadata["code"] - data_model_version = data_model_metadata["version"] - for port in local_worker_ports: + data_model_code = data_model_metadata["code"] + data_model_version = data_model_metadata["version"] + + for worker_id, port in worker_id_and_ports: message( f"Loading data model '{data_model_code}:{data_model_version}' metadata in MonetDB at port {port}...", Level.HEADER, ) - cmd = f"poetry run mipdb add-data-model {cdes_file} {get_monetdb_configs_in_mipdb_format(port)} {get_sqlite_path(port)}" + cmd = f"poetry run mipdb add-data-model {cdes_file} {get_monetdb_configs_in_mipdb_format(port)} {get_sqlite_path(worker_id)}" run(c, cmd) - # Load only the 1st csv of each dataset "with 0 suffix" in the 1st worker + return data_model_code, data_model_version + + def load_datasets( + c, + dirpath, + filenames, + data_model_code, + data_model_version, + worker_id_and_ports, + use_sockets, + ): + """ + Load datasets into MonetDB for each worker in a round-robin fashion. + + :param c: The context object. + :param dirpath: Directory path of the current dataset. + :param filenames: List of filenames in the current directory. + :param data_model_code: The data model code. + :param data_model_version: The data model version. + :param worker_id_and_ports: A list of tuples containing worker identifiers and ports. + :param use_sockets: Flag to determine if data will be loaded via sockets. + """ + if len(worker_id_and_ports) == 1: + worker_id, port = worker_id_and_ports[0] + for file in filenames: + if file.endswith(".csv") and not file.endswith("test.csv"): + csv = os.path.join(dirpath, file) + message( + f"Loading dataset {pathlib.PurePath(csv).name} in MonetDB at port {port}...", + Level.HEADER, + ) + cmd = f"poetry run mipdb add-dataset {csv} -d {data_model_code} -v {data_model_version} --copy_from_file {not use_sockets} {get_monetdb_configs_in_mipdb_format(port)} {get_sqlite_path(worker_id)}" + run(c, cmd) + return + + # Load the first set of CSVs into the first worker first_worker_csvs = sorted( [ f"{dirpath}/{file}" @@ -475,50 +525,128 @@ def load_data(c, use_sockets=False, port=None): ] ) for csv in first_worker_csvs: - port = local_worker_ports[0] + worker_id, port = worker_id_and_ports[0] message( f"Loading dataset {pathlib.PurePath(csv).name} in MonetDB at port {port}...", Level.HEADER, ) - cmd = f"poetry run mipdb add-dataset {csv} -d {data_model_code} -v {data_model_version} --copy_from_file {not use_sockets} {get_monetdb_configs_in_mipdb_format(port)} {get_sqlite_path(port)}" + cmd = f"poetry run mipdb add-dataset {csv} -d {data_model_code} -v {data_model_version} --copy_from_file {not use_sockets} {get_monetdb_configs_in_mipdb_format(port)} {get_sqlite_path(worker_id)}" run(c, cmd) - # Load the data model's remaining csvs in the rest of the workers with round-robin fashion + # Load the remaining CSVs into the remaining workers in a round-robin fashion remaining_csvs = sorted( [ f"{dirpath}/{file}" for file in filenames - if file.endswith(".csv") and not file.endswith("0.csv") + if file.endswith(".csv") + and not file.endswith("0.csv") + and not file.endswith("test.csv") ] ) - if len(local_worker_ports) > 1: - local_worker_ports_cycle = itertools.cycle(local_worker_ports[1:]) - else: - local_worker_ports_cycle = itertools.cycle(local_worker_ports) + worker_id_and_ports_cycle = itertools.cycle(worker_id_and_ports[1:]) for csv in remaining_csvs: - port = next(local_worker_ports_cycle) + worker_id, port = next(worker_id_and_ports_cycle) message( f"Loading dataset {pathlib.PurePath(csv).name} in MonetDB at port {port}...", Level.HEADER, ) - cmd = f"poetry run mipdb add-dataset {csv} -d {data_model_code} -v {data_model_version} --copy_from_file {not use_sockets} {get_monetdb_configs_in_mipdb_format(port)} {get_sqlite_path(port)}" + cmd = f"poetry run mipdb add-dataset {csv} -d {data_model_code} -v {data_model_version} --copy_from_file {not use_sockets} {get_monetdb_configs_in_mipdb_format(port)} {get_sqlite_path(worker_id)}" run(c, cmd) + def load_test_datasets( + c, + dirpath, + filenames, + data_model_code, + data_model_version, + worker_id_and_ports, + use_sockets, + ): + """ + Load datasets ending with 'test' into the global worker. + + :param c: The context object. + :param dirpath: Directory path of the current dataset. + :param filenames: List of filenames in the current directory. + :param data_model_code: The data model code. + :param data_model_version: The data model version. + :param worker_id_and_ports: A list of tuples containing worker identifiers and ports. + :param use_sockets: Flag to determine if data will be loaded via sockets. + """ + test_csvs = sorted( + [f"{dirpath}/{file}" for file in filenames if file.endswith("test.csv")] + ) + for csv in test_csvs: + worker_id, port = worker_id_and_ports[0] + message( + f"Loading test dataset {pathlib.PurePath(csv).name} in MonetDB at port {port}...", + Level.HEADER, + ) + cmd = f"poetry run mipdb add-dataset {csv} -d {data_model_code} -v {data_model_version} --copy_from_file {not use_sockets} {get_monetdb_configs_in_mipdb_format(port)} {get_sqlite_path(worker_id)}" + run(c, cmd) -def get_sqlite_path(port): - config_files = [WORKERS_CONFIG_DIR / file for file in listdir(WORKERS_CONFIG_DIR)] - for worker_config_file in config_files: - with open(worker_config_file) as fp: - worker_config = toml.load(fp) + # Retrieve and filter worker configurations for local workers + worker_configs = get_worker_configs() + local_worker_id_and_ports = filter_worker_configs( + worker_configs, worker, "LOCALWORKER" + ) - if worker_config["role"] == "LOCALWORKER" and str( - worker_config["monetdb"]["port"] - ) == str(port): - return ( - f"--sqlite_db_path {TEST_DATA_FOLDER}/{worker_config['identifier']}.db" - ) - else: - raise ValueError(f"There is no database with port:{port}") + if not local_worker_id_and_ports: + raise Exception("Local worker config files cannot be loaded.") + + # Process each dataset in the TEST_DATA_FOLDER for local workers + for dirpath, dirnames, filenames in os.walk(TEST_DATA_FOLDER): + if "CDEsMetadata.json" not in filenames: + continue + cdes_file = os.path.join(dirpath, "CDEsMetadata.json") + + # Load data model metadata + data_model_code, data_model_version = load_data_model_metadata( + c, cdes_file, local_worker_id_and_ports + ) + + # Load datasets + load_datasets( + c, + dirpath, + filenames, + data_model_code, + data_model_version, + local_worker_id_and_ports, + use_sockets, + ) + + # Retrieve and filter worker configurations for global worker + global_worker_id_and_ports = filter_worker_configs( + worker_configs, worker, "GLOBALWORKER" + ) + + if not global_worker_id_and_ports: + raise Exception("Global worker config files cannot be loaded.") + + # Process each dataset in the TEST_DATA_FOLDER for global worker + for dirpath, dirnames, filenames in os.walk(TEST_DATA_FOLDER): + if "CDEsMetadata.json" not in filenames: + continue + cdes_file = os.path.join(dirpath, "CDEsMetadata.json") + + # Load data model metadata + data_model_code, data_model_version = load_data_model_metadata( + c, cdes_file, global_worker_id_and_ports + ) + load_test_datasets( + c, + dirpath, + filenames, + data_model_code, + data_model_version, + global_worker_id_and_ports, + use_sockets, + ) + + +def get_sqlite_path(worker_id): + return f"--sqlite_db_path {TEST_DATA_FOLDER}/{worker_id}.db" def get_monetdb_configs_in_mipdb_format(port): @@ -801,14 +929,10 @@ def deploy( sys.exit(1) worker_ids = [] - local_workers_monetdb_ports = [] for worker_config_file in config_files: with open(worker_config_file) as fp: worker_config = toml.load(fp) worker_ids.append(worker_config["identifier"]) - if worker_config["role"] == "LOCALWORKER": - clean_sqlite(f"{TEST_DATA_FOLDER}/{worker_config['identifier']}.db") - local_workers_monetdb_ports.append(worker_config["monetdb"]["port"]) worker_ids.sort() # Sorting the ids protects removing a similarly named id, localworker1 would remove localworker10. @@ -819,8 +943,8 @@ def deploy( log_level=log_level, nclients=monetdb_nclients, ) + init_system_tables(c, worker=worker_ids) create_rabbitmq(c, worker=worker_ids) - init_monetdb(c, port=local_workers_monetdb_ports) if start_workers or start_all: start_worker( @@ -871,8 +995,8 @@ def cleanup(c): pattern = os.path.join(TEST_DATA_FOLDER, "*.db") # Delete each .db file - for db_file in glob.glob(pattern): - clean_sqlite(db_file) + for sqlite_path in glob.glob(pattern): + clean_sqlite(sqlite_path) if OUTDIR.exists(): message(f"Removing {OUTDIR}...", level=Level.HEADER) for outpath in OUTDIR.glob("*.out"): @@ -887,13 +1011,14 @@ def cleanup(c): message("Ok", level=Level.SUCCESS) -def clean_sqlite(db_file): +def clean_sqlite(sqlite_path): try: - message(f"Removing {db_file}...", level=Level.HEADER) - os.remove(db_file) - message("Ok", level=Level.SUCCESS) + if os.path.exists(sqlite_path): + message(f"Removing {sqlite_path}...", level=Level.HEADER) + os.remove(sqlite_path) + message("Ok", level=Level.SUCCESS) except Exception as e: - print(f"Error deleting {db_file}: {e}") + print(f"Error deleting {sqlite_path}: {e}") @task diff --git a/tests/algorithm_validation_tests/flower/test_logistic_regression.py b/tests/algorithm_validation_tests/flower/test_logistic_regression.py index 915e0e286..de166f7d5 100644 --- a/tests/algorithm_validation_tests/flower/test_logistic_regression.py +++ b/tests/algorithm_validation_tests/flower/test_logistic_regression.py @@ -15,6 +15,7 @@ def test_logistic_regression(get_algorithm_result): "ppmi7", "ppmi8", "ppmi9", + "ppmi_test", ], "filters": None, }, @@ -23,9 +24,7 @@ def test_logistic_regression(get_algorithm_result): } input["type"] = "flower" algorithm_result = get_algorithm_result("logistic_regression", input) - assert algorithm_result == {"accuracy": 0.6180758017492711} or algorithm_result == { - "accuracy": 0.3819241982507289 - } + assert algorithm_result == {"accuracy": 0.63} def test_logistic_regression_with_filters(get_algorithm_result): @@ -45,6 +44,7 @@ def test_logistic_regression_with_filters(get_algorithm_result): "ppmi7", "ppmi8", "ppmi9", + "ppmi_test", ], "filters": { "condition": "AND", @@ -66,6 +66,4 @@ def test_logistic_regression_with_filters(get_algorithm_result): } input["type"] = "flower" algorithm_result = get_algorithm_result("logistic_regression", input) - assert algorithm_result == {"accuracy": 0.7755681818181818} or algorithm_result == { - "accuracy": 0.22443181818181818 - } + assert algorithm_result == {"accuracy": 0.7884615384615384} diff --git a/tests/algorithm_validation_tests/flower/test_mnist_logistic_regression.py b/tests/algorithm_validation_tests/flower/test_mnist_logistic_regression.py index 319a78b97..3bbaad8a9 100644 --- a/tests/algorithm_validation_tests/flower/test_mnist_logistic_regression.py +++ b/tests/algorithm_validation_tests/flower/test_mnist_logistic_regression.py @@ -15,6 +15,7 @@ def test_mnist_logistic_regression(get_algorithm_result): "ppmi7", "ppmi8", "ppmi9", + "ppmi_test", ], "filters": None, }, diff --git a/tests/algorithm_validation_tests/one_node_deployment_template.toml b/tests/algorithm_validation_tests/one_node_deployment_template.toml index 8ce14cbdf..b9bc263ef 100644 --- a/tests/algorithm_validation_tests/one_node_deployment_template.toml +++ b/tests/algorithm_validation_tests/one_node_deployment_template.toml @@ -33,11 +33,21 @@ optional=false enabled = false [[workers]] -id = "localworker1" -role="LOCALWORKER" +id = "globalworker" +role="GLOBALWORKER" rabbitmq_port=5670 monetdb_port=50000 local_monetdb_username="executor" local_monetdb_password="executor" public_monetdb_username="guest" public_monetdb_password="guest" + +[[workers]] +id = "localworker1" +role="LOCALWORKER" +rabbitmq_port=5671 +monetdb_port=50001 +local_monetdb_username="executor" +local_monetdb_password="executor" +public_monetdb_username="guest" +public_monetdb_password="guest" diff --git a/tests/prod_env_tests/deployment_configs/kind_configuration/kind_cluster.yaml b/tests/prod_env_tests/deployment_configs/kind_configuration/kind_cluster.yaml index 7d8b8e87d..43a3fc641 100644 --- a/tests/prod_env_tests/deployment_configs/kind_configuration/kind_cluster.yaml +++ b/tests/prod_env_tests/deployment_configs/kind_configuration/kind_cluster.yaml @@ -10,6 +10,8 @@ nodes: containerPath: /etc/hostname - hostPath: ./tests/test_data containerPath: /opt/exareme2/csvs + - hostPath: ./tests/prod_env_tests/deployment_configs/kind_configuration/master/monetdb_password.sh + containerPath: /opt/exareme2/credentials/monetdb_password.sh - role: worker extraMounts: diff --git a/tests/prod_env_tests/deployment_configs/kind_configuration/master/monetdb_password.sh b/tests/prod_env_tests/deployment_configs/kind_configuration/master/monetdb_password.sh new file mode 100755 index 000000000..15af13bf9 --- /dev/null +++ b/tests/prod_env_tests/deployment_configs/kind_configuration/master/monetdb_password.sh @@ -0,0 +1,2 @@ +#!/bin/bash +export MONETDB_LOCAL_PASSWORD="master" diff --git a/tests/prod_env_tests/deployment_configs/kubernetes_values.yaml b/tests/prod_env_tests/deployment_configs/kubernetes_values.yaml index 78567a44b..f7cd07d9e 100644 --- a/tests/prod_env_tests/deployment_configs/kubernetes_values.yaml +++ b/tests/prod_env_tests/deployment_configs/kubernetes_values.yaml @@ -9,6 +9,8 @@ framework_log_level: INFO max_concurrent_experiments: 32 +globalworker_identifier: globalworker + db: credentials_location: /opt/exareme2/credentials storage_location: /opt/exareme2/db diff --git a/tests/prod_env_tests/test_flower_logisticregression_validation.py b/tests/prod_env_tests/test_flower_logisticregression_validation.py index 9bf454df2..10c7cfe7c 100644 --- a/tests/prod_env_tests/test_flower_logisticregression_validation.py +++ b/tests/prod_env_tests/test_flower_logisticregression_validation.py @@ -21,6 +21,7 @@ def test_logisticregression_algorithm(): "ppmi7", "ppmi8", "ppmi9", + "ppmi_test", ], "filters": None, }, diff --git a/tests/prod_env_tests/test_get_datasets.py b/tests/prod_env_tests/test_get_datasets.py index 40df10e9c..36c82f864 100644 --- a/tests/prod_env_tests/test_get_datasets.py +++ b/tests/prod_env_tests/test_get_datasets.py @@ -20,6 +20,7 @@ def expected_datasets_per_data_model(): "edsd7", "edsd8", "edsd9", + "edsd_test", "ppmi0", "ppmi1", "ppmi2", @@ -30,6 +31,7 @@ def expected_datasets_per_data_model(): "ppmi7", "ppmi8", "ppmi9", + "ppmi_test", "desd-synthdata0", "desd-synthdata1", "desd-synthdata2", @@ -40,6 +42,7 @@ def expected_datasets_per_data_model(): "desd-synthdata7", "desd-synthdata8", "desd-synthdata9", + "desd-synthdata_test", }, "tbi:0.1": { "dummy_tbi0", @@ -52,11 +55,13 @@ def expected_datasets_per_data_model(): "dummy_tbi7", "dummy_tbi8", "dummy_tbi9", + "dummy_tbi_test", }, "longitudinal_dementia:0.1": { "longitudinal_dementia0", "longitudinal_dementia1", "longitudinal_dementia2", + "longitudinal_dementia_test", }, } diff --git a/tests/prod_env_tests/test_get_datasets_locations.py b/tests/prod_env_tests/test_get_datasets_locations.py index 4c4cb76df..b1c5a30cc 100644 --- a/tests/prod_env_tests/test_get_datasets_locations.py +++ b/tests/prod_env_tests/test_get_datasets_locations.py @@ -9,54 +9,59 @@ @pytest.fixture def expected_datasets_locations(): return { - "longitudinal_dementia:0.1": { - "longitudinal_dementia0": "localworker1", - "longitudinal_dementia1": "localworker2", - "longitudinal_dementia2": "localworker3", - }, - "tbi:0.1": { - "dummy_tbi0": "localworker1", - "dummy_tbi1": "localworker2", - "dummy_tbi3": "localworker2", - "dummy_tbi5": "localworker2", - "dummy_tbi7": "localworker2", - "dummy_tbi9": "localworker2", - "dummy_tbi2": "localworker3", - "dummy_tbi4": "localworker3", - "dummy_tbi6": "localworker3", - "dummy_tbi8": "localworker3", - }, "dementia:0.1": { - "desd-synthdata0": "localworker1", - "edsd0": "localworker1", - "ppmi0": "localworker1", - "desd-synthdata1": "localworker2", - "desd-synthdata3": "localworker2", - "desd-synthdata5": "localworker2", - "desd-synthdata7": "localworker2", - "desd-synthdata9": "localworker2", + "desd-synthdata0": "localworker2", + "desd-synthdata1": "localworker1", + "desd-synthdata2": "localworker2", + "desd-synthdata3": "localworker1", + "desd-synthdata4": "localworker2", + "desd-synthdata5": "localworker1", + "desd-synthdata6": "localworker2", + "desd-synthdata7": "localworker1", + "desd-synthdata8": "localworker2", + "desd-synthdata9": "localworker1", + "desd-synthdata_test": "globalworker", + "edsd0": "localworker2", + "edsd1": "localworker1", "edsd2": "localworker2", + "edsd3": "localworker1", "edsd4": "localworker2", + "edsd5": "localworker1", "edsd6": "localworker2", + "edsd7": "localworker1", "edsd8": "localworker2", - "ppmi1": "localworker2", - "ppmi3": "localworker2", - "ppmi5": "localworker2", - "ppmi7": "localworker2", - "ppmi9": "localworker2", - "desd-synthdata2": "localworker3", - "desd-synthdata4": "localworker3", - "desd-synthdata6": "localworker3", - "desd-synthdata8": "localworker3", - "edsd1": "localworker3", - "edsd3": "localworker3", - "edsd5": "localworker3", - "edsd7": "localworker3", - "edsd9": "localworker3", - "ppmi2": "localworker3", - "ppmi4": "localworker3", - "ppmi6": "localworker3", - "ppmi8": "localworker3", + "edsd9": "localworker1", + "edsd_test": "globalworker", + "ppmi0": "localworker2", + "ppmi1": "localworker1", + "ppmi2": "localworker2", + "ppmi3": "localworker1", + "ppmi4": "localworker2", + "ppmi5": "localworker1", + "ppmi6": "localworker2", + "ppmi7": "localworker1", + "ppmi8": "localworker2", + "ppmi9": "localworker1", + "ppmi_test": "globalworker", + }, + "longitudinal_dementia:0.1": { + "longitudinal_dementia0": "localworker2", + "longitudinal_dementia1": "localworker1", + "longitudinal_dementia2": "localworker2", + "longitudinal_dementia_test": "globalworker", + }, + "tbi:0.1": { + "dummy_tbi0": "localworker2", + "dummy_tbi1": "localworker1", + "dummy_tbi2": "localworker2", + "dummy_tbi3": "localworker1", + "dummy_tbi4": "localworker2", + "dummy_tbi5": "localworker1", + "dummy_tbi6": "localworker2", + "dummy_tbi7": "localworker1", + "dummy_tbi8": "localworker2", + "dummy_tbi9": "localworker1", + "dummy_tbi_test": "globalworker", }, } @@ -64,9 +69,4 @@ def expected_datasets_locations(): def test_get_dataset_location(expected_datasets_locations): request = requests.get(datasets_locations_url) response = json.loads(request.text) - for worker_id in response: - assert worker_id in expected_datasets_locations - for data_model in response[worker_id]: - assert data_model in expected_datasets_locations[worker_id] - for dataset in response[worker_id][data_model]: - assert dataset in response[worker_id][data_model] + assert response == expected_datasets_locations diff --git a/tests/standalone_tests/algorithms/flower/test_processes_garbage_collect.py b/tests/standalone_tests/algorithms/flower/test_processes_garbage_collect.py index 641bb1f31..f9ab9c25a 100644 --- a/tests/standalone_tests/algorithms/flower/test_processes_garbage_collect.py +++ b/tests/standalone_tests/algorithms/flower/test_processes_garbage_collect.py @@ -14,8 +14,10 @@ @pytest.mark.slow def test_processes_garbage_collect( + globalworker_worker_service, localworker1_worker_service, load_data_localworker1, + load_test_data_globalworker, controller_service_with_localworker1, localworker1_celery_app, ): @@ -29,6 +31,7 @@ def test_processes_garbage_collect( algorithm_name="logistic_regression", number_of_clients=1, server_address=f"{COMMON_IP}:8080", + csv_paths="dataset1.csv,dataset2.csv", ) localworker1_celery_app.get_result( async_result=async_result, @@ -46,6 +49,7 @@ def test_processes_garbage_collect( "ppmi1", "ppmi2", "ppmi3", + "ppmi_test", ], "filters": None, }, diff --git a/tests/standalone_tests/conftest.py b/tests/standalone_tests/conftest.py index f1a74d289..a638ee509 100644 --- a/tests/standalone_tests/conftest.py +++ b/tests/standalone_tests/conftest.py @@ -56,7 +56,6 @@ HEALTHCHECK_URL = f"http://{COMMON_IP}:4500/healthcheck" - RABBITMQ_GLOBALWORKER_NAME = "rabbitmq_test_globalworker" RABBITMQ_LOCALWORKER1_NAME = "rabbitmq_test_localworker1" RABBITMQ_LOCALWORKER2_NAME = "rabbitmq_test_localworker2" @@ -81,7 +80,6 @@ RABBITMQ_SMPC_LOCALWORKER2_PORT = 60006 RABBITMQ_SMPC_LOCALWORKER2_ADDR = f"{COMMON_IP}:{str(RABBITMQ_SMPC_LOCALWORKER2_PORT)}" - DATASET_SUFFIXES_LOCALWORKER1 = [0, 1, 2, 3] DATASET_SUFFIXES_LOCALWORKER2 = [4, 5, 6] DATASET_SUFFIXES_LOCALWORKERTMP = [7, 8, 9] @@ -176,6 +174,8 @@ SMPC_PLAYER3_PORT3 = 14002 SMPC_CLIENT1_PORT = 9005 SMPC_CLIENT2_PORT = 9006 + + ##################################### @@ -380,6 +380,62 @@ def _init_database_monetdb_container(db_port, worker_id): print(f"\nDatabase ({monetdb_configs.ip}:{monetdb_configs.port}) initialized.") +def _load_test_data_monetdb_container(db_port, worker_id): + monetdb_configs = MonetDBConfigurations(db_port) + # Check if the database is already loaded + cmd = f"mipdb list-datasets {monetdb_configs.convert_to_mipdb_format()} --sqlite_db_path {TEST_DATA_FOLDER}/{worker_id}.db" + res = subprocess.run( + cmd, shell=True, check=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE + ) + if "There are no datasets" not in str(res.stdout): + print( + f"\nDatabase ({monetdb_configs.ip}:{monetdb_configs.port}) already loaded, continuing." + ) + return + + datasets_per_data_model = {} + # Load the test data folder into the dbs + for dirpath, dirnames, filenames in os.walk(TEST_DATA_FOLDER): + if "CDEsMetadata.json" not in filenames: + continue + cdes_file = os.path.join(dirpath, "CDEsMetadata.json") + with open(cdes_file) as data_model_metadata_file: + data_model_metadata = json.load(data_model_metadata_file) + data_model_code = data_model_metadata["code"] + data_model_version = data_model_metadata["version"] + data_model = f"{data_model_code}:{data_model_version}" + + print( + f"\nLoading data model '{data_model_code}:{data_model_version}' metadata to database ({monetdb_configs.ip}:{monetdb_configs.port})" + ) + cmd = f"mipdb add-data-model {cdes_file} {monetdb_configs.convert_to_mipdb_format()} --sqlite_db_path {TEST_DATA_FOLDER}/{worker_id}.db" + subprocess.run( + cmd, shell=True, check=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE + ) + + csvs = sorted( + [f"{dirpath}/{file}" for file in filenames if file.endswith("test.csv")] + ) + + for csv in csvs: + cmd = f"mipdb add-dataset {csv} -d {data_model_code} -v {data_model_version} {monetdb_configs.convert_to_mipdb_format()} --sqlite_db_path {TEST_DATA_FOLDER}/{worker_id}.db" + subprocess.run( + cmd, + shell=True, + check=True, + stdout=subprocess.PIPE, + stderr=subprocess.PIPE, + ) + print( + f"\nLoading dataset {pathlib.PurePath(csv).name} to database ({monetdb_configs.ip}:{monetdb_configs.port})" + ) + datasets_per_data_model[data_model] = pathlib.PurePath(csv).name + + print(f"\nData loaded to database ({monetdb_configs.ip}:{monetdb_configs.port})") + time.sleep(2) # Needed to avoid db crash while loading + return datasets_per_data_model + + def _load_data_monetdb_container(db_port, dataset_suffixes, worker_id): monetdb_configs = MonetDBConfigurations(db_port) # Check if the database is already loaded @@ -424,15 +480,12 @@ def _load_data_monetdb_container(db_port, dataset_suffixes, worker_id): for csv in csvs: cmd = f"mipdb add-dataset {csv} -d {data_model_code} -v {data_model_version} {monetdb_configs.convert_to_mipdb_format()} --sqlite_db_path {TEST_DATA_FOLDER}/{worker_id}.db" - _env = os.environ.copy() - _env["DATA_PATH"] = str(TEST_DATA_FOLDER) subprocess.run( cmd, shell=True, check=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE, - env=_env, ) print( f"\nLoading dataset {pathlib.PurePath(csv).name} to database ({monetdb_configs.ip}:{monetdb_configs.port})" @@ -456,7 +509,7 @@ def init_data_globalworker(monetdb_globalworker): def load_data_localworker1(monetdb_localworker1): worker_config_file = LOCALWORKER1_CONFIG_FILE worker_id = get_worker_id(worker_config_file) - _init_database_monetdb_container(MONETDB_GLOBALWORKER_PORT, worker_id) + _init_database_monetdb_container(LOCALWORKER1_CONFIG_FILE, worker_id) loaded_datasets_per_data_model = _load_data_monetdb_container( MONETDB_LOCALWORKER1_PORT, DATASET_SUFFIXES_LOCALWORKER1, worker_id ) @@ -474,6 +527,17 @@ def load_data_localworker2(monetdb_localworker2): yield loaded_datasets_per_data_model +@pytest.fixture(scope="session") +def load_test_data_globalworker(monetdb_globalworker): + worker_config_file = GLOBALWORKER_CONFIG_FILE + worker_id = get_worker_id(worker_config_file) + _init_database_monetdb_container(MONETDB_GLOBALWORKER_PORT, worker_id) + loaded_datasets_per_data_model = _load_test_data_monetdb_container( + MONETDB_GLOBALWORKER_PORT, worker_id + ) + yield loaded_datasets_per_data_model + + @pytest.fixture(scope="function") def load_data_localworkertmp(monetdb_localworkertmp): worker_config_file = LOCALWORKERTMP_CONFIG_FILE diff --git a/tests/standalone_tests/controller/services/flower/test_pos_and_kw_args_in_algorithm_flow.py b/tests/standalone_tests/controller/services/flower/test_pos_and_kw_args_in_algorithm_flow.py index 96ea5d36e..0576fee42 100644 --- a/tests/standalone_tests/controller/services/flower/test_pos_and_kw_args_in_algorithm_flow.py +++ b/tests/standalone_tests/controller/services/flower/test_pos_and_kw_args_in_algorithm_flow.py @@ -8,8 +8,10 @@ @pytest.mark.slow def test_pos_and_kw_args_in_algorithm_flow( + globalworker_worker_service, localworker1_worker_service, load_data_localworker1, + load_test_data_globalworker, controller_service_with_localworker1, ): algorithm_name = "logistic_regression" @@ -23,6 +25,7 @@ def test_pos_and_kw_args_in_algorithm_flow( "ppmi1", "ppmi2", "ppmi3", + "ppmi_test", ], "filters": None, }, diff --git a/tests/standalone_tests/worker/worker_info/test_get_data_model_cdes.py b/tests/standalone_tests/worker/worker_info/test_get_data_model_cdes.py index a2baccecd..16d90c325 100644 --- a/tests/standalone_tests/worker/worker_info/test_get_data_model_cdes.py +++ b/tests/standalone_tests/worker/worker_info/test_get_data_model_cdes.py @@ -33,6 +33,7 @@ def get_test_cases_get_data_model_cdes(): "ppmi7": "PPMI_7", "ppmi8": "PPMI_8", "ppmi9": "PPMI_9", + "ppmi_test": "PPMI_TEST", "edsd0": "EDSD_0", "edsd1": "EDSD_1", "edsd2": "EDSD_2", @@ -43,6 +44,7 @@ def get_test_cases_get_data_model_cdes(): "edsd7": "EDSD_7", "edsd8": "EDSD_8", "edsd9": "EDSD_9", + "edsd_test": "EDSD_TEST", "desd-synthdata0": "DESD-synthdata_0", "desd-synthdata1": "DESD-synthdata_1", "desd-synthdata2": "DESD-synthdata_2", @@ -53,6 +55,7 @@ def get_test_cases_get_data_model_cdes(): "desd-synthdata7": "DESD-synthdata_7", "desd-synthdata8": "DESD-synthdata_8", "desd-synthdata9": "DESD-synthdata_9", + "desd-synthdata_test": "DESD-synthdata_TEST", }, ), "alzheimerbroadcategory": CommonDataElement( @@ -98,6 +101,7 @@ def get_test_cases_get_data_model_cdes(): "dummy_tbi7": "Dummy TBI_7", "dummy_tbi8": "Dummy TBI_8", "dummy_tbi9": "Dummy TBI_9", + "dummy_tbi_test": "Dummy TBI test", }, ), "gender_type": CommonDataElement( diff --git a/tests/standalone_tests/worker/worker_info/test_get_datasets_per_data_model.py b/tests/standalone_tests/worker/worker_info/test_get_datasets_per_data_model.py index 7762686f5..9dbf4d655 100644 --- a/tests/standalone_tests/worker/worker_info/test_get_datasets_per_data_model.py +++ b/tests/standalone_tests/worker/worker_info/test_get_datasets_per_data_model.py @@ -13,6 +13,8 @@ def setup_data_table_in_db(datasets_per_data_model, cursor): + cursor.execute("DELETE FROM datasets;") + cursor.execute("DELETE FROM data_models;") data_model_id = 0 dataset_id = 0 for data_model in datasets_per_data_model.keys(): @@ -27,15 +29,6 @@ def setup_data_table_in_db(datasets_per_data_model, cursor): cursor.execute(sql_query) -# The cleanup task cannot be used because it requires specific table name convention -# that doesn't fit with the initial data table names -def teardown_data_tables_in_db(cursor): - sql_query = f"DELETE FROM datasets WHERE label = '{label_identifier}';" - cursor.execute(sql_query) - sql_query = f"DELETE FROM data_models WHERE label = '{label_identifier}';" - cursor.execute(sql_query) - - data_model1 = "data_model1:0.1" data_model2 = "data_model2:0.1" data_model3 = "data_model3:0.1" @@ -99,17 +92,24 @@ def test_get_worker_datasets_per_data_model( dataset_infos_per_data_model = DatasetsInfoPerDataModel.parse_raw( datasets_per_data_model ) - assert set(dataset_infos_per_data_model.datasets_info_per_data_model.keys()) == set( - expected_datasets_per_data_model.keys() + + expected_data_models = set(expected_datasets_per_data_model.keys()) + available_data_models = set( + dataset_infos_per_data_model.datasets_info_per_data_model.keys() ) + + assert expected_data_models.issubset(available_data_models) + for ( data_model, - dataset_infos, - ) in dataset_infos_per_data_model.datasets_info_per_data_model.items(): - print(set([dataset_info.code for dataset_info in dataset_infos])) - print(set(expected_datasets_per_data_model[data_model])) - assert set([dataset_info.code for dataset_info in dataset_infos]) == set( - expected_datasets_per_data_model[data_model] - ) + datasets, + ) in expected_datasets_per_data_model.items(): + expected_datasets = set(datasets) - teardown_data_tables_in_db(globalworker_sqlite_db_cursor) + available_datasets = set( + dataset_info.code + for dataset_info in dataset_infos_per_data_model.datasets_info_per_data_model[ + data_model + ] + ) + assert expected_datasets.issubset(available_datasets) diff --git a/tests/test_data/dementia_v_0_1/CDEsMetadata.json b/tests/test_data/dementia_v_0_1/CDEsMetadata.json index 83eb82c84..e633945b2 100644 --- a/tests/test_data/dementia_v_0_1/CDEsMetadata.json +++ b/tests/test_data/dementia_v_0_1/CDEsMetadata.json @@ -46,6 +46,10 @@ "code": "ppmi9", "label": "PPMI_9" }, + { + "code": "ppmi_test", + "label": "PPMI_TEST" + }, { "code": "edsd0", "label": "EDSD_0" @@ -86,6 +90,10 @@ "code": "edsd9", "label": "EDSD_9" }, + { + "code": "edsd_test", + "label": "EDSD_TEST" + }, { "code": "desd-synthdata0", "label": "DESD-synthdata_0" @@ -125,6 +133,10 @@ { "code": "desd-synthdata9", "label": "DESD-synthdata_9" + }, + { + "code": "desd-synthdata_test", + "label": "DESD-synthdata_TEST" } ], "label": "Dataset", diff --git a/tests/test_data/dementia_v_0_1/desd-synthdata-test.csv b/tests/test_data/dementia_v_0_1/desd-synthdata-test.csv new file mode 100644 index 000000000..4196b8984 --- /dev/null +++ b/tests/test_data/dementia_v_0_1/desd-synthdata-test.csv @@ -0,0 +1,101 @@ 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+desd204,,,F,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-50y,,,,,,,,,,desd-synthdata_test,,,,,,,,,,,,,,,,,, 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+nG+AMS1T5HC004,1.1069,1.5612,,+80y,CN,,,15.4763,3.8533,2.247,1.8396,1.2509,edsd_test,CN,,F,,0.38516,3.932,3.6771,0.70985,6.9952,1.4646,0.33314,2.1666,2.6816,40.557,11.7821,162.7586,3.7172,4.1609,1.3546,1.7859,3.3375,6.0027,1.8207,2.4738,0.81761,4.9571,9.6013,17.1651,6.2023,2.4217,4.228,1.5314,19.5531,4.7492,3.6329,1.1048,2.4033,6.2394,11.2666,2.7891,3.5657,2.8783,1.6324,1.2221,3.9112,9.1919,2.7302,1.8463,10.672,2.3302,2.2946,1.887,10.584,1.9742,3.0858,1.0958,12.8249,4.7226,8.2982,2.9305,8.4178,6.4311,6.0392,6.2847,4.1721,1.4931,3.9391,29.0,,,0.06724,,,,0.32134,3.5469,3.539,0.67646,9.1242,1.4902,0.32938,2.2703,2.7039,40.6976,11.5711,164.8177,3.3255,4.1327,1.3537,1.7098,3.319,6.0937,1.787,2.6126,0.60329,5.9669,9.7293,21.4528,6.3538,2.0918,3.9721,1.5232,15.3359,4.6568,3.4502,0.94853,2.2137,6.8296,12.1742,2.5476,3.5301,2.8824,1.6195,1.2848,3.3842,9.4155,2.4133,1.8338,8.9708,2.0612,2.2384,1.697,11.1662,1.8629,2.967,1.0904,11.5871,4.5501,6.9284,3.5488,9.2977,6.6551,5.8536,6.5856,3.4253,1.2779,3.7728,,,,,,,,,,,,,,,82.0,,, +nG+AMS1T5HC005,0.93743,1.4846,,70-79y,CN,,,18.2648,4.801,2.4586,2.1834,1.3199,edsd_test,CN,,F,,0.44488,4.237,3.9875,0.87536,7.4352,1.5719,0.38613,2.7017,2.9597,41.6152,14.2666,204.0367,3.8558,4.0439,1.6967,2.0134,3.411,6.5488,2.1019,3.121,0.54994,5.7124,10.0638,15.3366,6.5239,2.5023,4.0368,1.6286,17.052,5.4096,4.0271,1.0847,2.6421,6.5865,11.8988,3.2337,3.809,3.5357,1.5883,1.4625,3.3802,8.7884,3.1029,2.0438,10.6662,2.2733,2.6404,2.4076,11.3856,1.8972,3.8851,1.1882,14.426,4.7871,7.0505,3.4762,8.9853,6.5486,6.8888,7.3018,3.8279,1.6296,4.6618,29.0,,,0.07045,,,,0.41178,3.7232,3.872,0.84717,9.1016,1.6933,0.3918,2.6718,3.1158,40.896,14.0826,205.7097,3.697,3.7315,1.6624,1.8268,3.443,6.4928,2.0401,3.1839,0.50557,5.3781,9.8386,15.6377,7.0298,2.2757,3.9332,1.6016,16.6491,4.6366,3.7609,0.88375,2.3686,7.3471,12.6209,2.589,3.5923,3.316,1.6283,1.4184,3.1848,9.1677,2.8982,2.1409,8.6664,2.4128,2.3559,2.1575,11.2158,2.0422,3.8051,1.185,15.1427,4.7634,7.6003,4.0704,9.6935,7.4023,6.7261,7.0973,3.437,1.6639,4.4261,,,,,,,,,,,,,,,77.0,,, +nG+AMS1T5HC006,2.3554,2.6714,,70-79y,CN,,,19.2789,5.2392,3.0603,2.4106,2.0243,edsd_test,CN,,M,,0.41846,4.9832,4.1629,0.7873,9.8332,1.5999,0.38748,2.7817,2.86,46.647,15.2872,243.7703,4.0862,4.3741,1.366,1.7371,3.5539,6.4949,2.2575,3.0368,1.0446,5.6319,10.9496,31.0679,7.7907,2.5432,5.4238,1.9318,17.5783,5.9197,4.163,1.2076,2.9189,7.4916,13.6104,3.2653,4.059,2.706,1.5023,1.6443,4.6896,10.643,2.9935,2.5113,11.0974,2.22,2.425,2.3124,12.5431,1.7712,3.7316,1.3703,16.1059,5.6885,7.7956,3.1461,9.8591,5.83,7.4579,6.8565,3.4015,1.6273,5.1122,29.0,,,0.07575,,,,0.35908,4.3509,4.0501,0.84859,10.4211,1.6703,0.39072,2.8901,2.9475,47.1015,15.1701,240.1943,4.0322,4.7451,1.5978,1.9178,4.0838,7.125,2.206,3.3401,0.90656,7.1968,11.3092,31.4798,7.9709,2.133,4.5884,1.9356,19.556,5.7479,3.9961,1.2076,2.8652,8.4822,12.8451,3.1322,4.4182,3.386,1.5054,1.5877,4.0325,11.1179,2.7628,2.8244,9.6355,2.317,2.1795,2.2556,12.4315,1.9074,3.4847,1.2988,14.6543,5.5549,7.1324,4.3004,9.1951,6.2974,7.1647,7.0624,3.4631,1.6725,4.7485,,,,,,,,,,,,,,,79.0,,, +nG+AMS1T5HC007,1.6659,1.7828,,70-79y,CN,,,17.8769,5.1535,3.0321,2.4826,1.6666,edsd_test,CN,,M,,0.47796,5.078,4.9566,0.8445,9.3653,1.6061,0.424,3.0552,3.0989,51.1779,15.1321,216.6957,4.6146,4.8128,1.7295,2.1918,3.9239,7.9638,2.2967,3.3001,0.48128,6.7984,13.2071,13.7496,7.5703,2.6396,5.4468,1.8985,19.216,6.4185,4.4733,1.3434,3.0391,7.5365,15.4631,4.3392,4.6258,3.1556,1.7859,1.6449,4.9609,11.7447,3.4822,2.719,12.6033,2.4047,2.8525,2.5624,12.6387,1.7191,4.3739,1.4482,17.3921,5.9104,10.0674,4.0538,10.7372,7.583,7.7141,8.4243,3.7445,1.4211,4.9688,30.0,,,0.08927,,,,0.41211,4.7502,4.4494,0.88817,11.0332,2.0729,0.42072,3.1797,3.1087,51.8561,14.6903,219.8286,3.7911,5.6521,1.876,1.9982,4.1201,8.1061,2.2995,3.5268,0.50053,7.3504,12.0911,13.2517,8.4542,2.6408,5.416,1.9492,18.6234,5.5033,4.4177,1.1802,2.8441,8.3291,15.0358,3.5615,4.4547,3.1271,1.7978,1.6274,4.2539,11.757,3.3586,2.5473,11.4211,2.3964,2.5869,2.2957,13.0814,2.013,4.1601,1.3419,16.0654,5.6773,8.8272,5.3792,10.9949,7.9936,7.4829,8.5115,3.6594,1.5917,4.7513,,,,,,,,,,,,,,,72.0,,, +nG+AMS1T5HC008,1.0932,2.2425,,70-79y,CN,,,15.199,3.9893,2.6174,2.0517,1.6012,edsd_test,CN,,F,,0.42826,4.1262,3.4235,0.7322,9.3178,1.5448,0.37164,2.4959,2.7411,41.9286,12.8402,202.0467,3.1584,4.0078,1.4425,1.6809,2.8299,6.45,1.9025,2.5833,0.50281,6.0717,10.8507,22.2409,6.3756,2.4227,4.4131,1.6249,16.4381,6.502,3.7905,0.88686,2.0521,5.6651,14.3444,3.0486,3.6426,3.4143,1.3539,1.3995,3.8467,10.2851,2.7835,1.812,10.97,2.0871,2.4663,1.8051,11.21,1.6919,3.438,1.1858,12.5322,4.4374,8.6658,3.6118,10.7694,6.5595,6.1353,6.9864,3.6013,1.2821,4.2019,29.0,,,0.06877,,,,0.38968,3.3501,3.4672,0.73159,9.5638,1.7983,0.38346,2.2925,2.8581,41.6767,12.4228,201.5903,3.455,4.0856,1.4647,1.8713,3.4857,6.3165,1.8886,2.8518,0.38128,6.2831,10.8354,16.018,6.5332,2.3407,4.1756,1.603,16.1406,4.8799,3.741,0.9126,2.0726,6.5775,14.5052,2.8103,3.6301,3.318,1.5267,1.438,3.7085,9.8992,2.5701,1.8127,10.9132,2.0792,2.3463,1.712,10.9258,1.7643,3.4478,1.1412,12.2098,4.5591,8.22,4.3735,9.6628,7.0929,6.0902,7.6569,3.4244,1.2908,3.978,,,,,,,,,,,,,,,70.0,,, +nG+AMS1T5HC009,1.814,2.5602,,70-79y,CN,,,16.7592,4.5333,2.4711,2.0488,1.5971,edsd_test,CN,,F,,0.37454,4.2679,3.4546,0.78837,9.0189,1.5173,0.37894,2.8455,2.5866,43.1009,13.553,198.4048,3.869,4.3568,1.589,1.7103,3.1307,6.399,2.1713,2.8692,0.55843,5.9092,10.8045,21.7893,6.1336,2.5025,4.2802,1.7653,18.6146,6.139,4.2287,0.88755,2.1453,6.7466,13.7692,3.7925,3.6689,3.3705,1.502,1.4396,4.1181,9.6476,2.9457,2.154,11.3227,2.2295,2.6967,2.0946,11.3458,1.6888,3.3873,1.3157,12.2959,5.5811,8.5652,3.8479,10.7412,6.4642,6.7553,7.5228,3.4992,1.4272,4.3849,30.0,,,0.06957,,,,0.33461,3.4098,3.3815,0.82664,10.3369,1.7727,0.37465,2.8566,2.7586,43.4399,13.3747,204.0351,3.5984,4.2182,1.668,1.5552,3.405,6.6092,2.0323,3.1175,0.65435,6.1003,11.3715,17.315,6.7319,2.2165,4.0733,1.6765,17.552,5.2988,4.0233,1.149,2.3706,7.6768,14.1306,2.767,3.6394,2.7926,1.301,1.4064,3.8115,9.785,2.7144,1.9653,10.5483,2.0743,2.2339,1.7943,12.177,1.7591,3.1172,1.2038,12.2302,5.3583,8.2656,4.5761,9.9849,7.0811,6.5098,8.0801,3.049,1.3212,4.1878,,,,,,,,,,,,,,,70.0,,, +nG+AMS1T5HC010,0.97687,1.4216,,70-79y,CN,,,14.7753,3.9446,2.2385,1.9849,1.1857,edsd_test,CN,,F,,0.37516,4.2226,3.1761,0.6525,8.5942,1.488,0.34048,3.342,2.3543,40.0559,11.9709,208.3012,3.7464,4.2839,1.3277,1.7469,3.1156,6.0968,2.1474,2.4806,0.33711,5.3593,9.9434,11.423,6.9309,2.3286,4.0897,1.7715,18.2664,5.4848,3.9559,0.95627,2.3329,6.1665,11.8295,3.7023,3.952,3.0267,1.4082,1.2873,4.253,10.1122,2.7603,1.8075,10.9985,2.0306,2.3887,1.8114,11.9401,1.6452,2.9935,1.2596,12.6797,5.0618,9.1592,3.8033,10.6744,6.3452,6.2495,6.4164,3.5052,1.3092,4.078,26.0,,,0.07862,,,,0.34953,4.0076,3.0836,0.68493,10.0177,1.6198,0.34545,3.3005,2.4421,39.8214,11.9444,212.1663,3.4136,4.6814,1.3917,1.6897,3.4374,6.3586,2.0423,2.7308,0.43528,6.0311,10.3798,9.4804,7.4337,2.0858,4.245,1.7035,18.315,5.1387,3.7179,0.97367,2.299,6.7998,12.6236,3.2164,3.8431,3.2791,1.457,1.3057,3.8666,10.1944,2.5203,1.7214,10.0348,1.8868,2.1371,1.5907,11.6578,1.587,3.0072,1.2301,11.8694,4.9874,7.0944,4.5361,9.4267,6.2985,5.9992,6.7056,3.5618,1.2238,3.8768,,,,,,,,,,,,,,,72.0,,, +nG+AMS1T5HC011,1.169,2.0062,,70-79y,CN,,,18.0598,4.3786,2.4745,2.2798,1.0989,edsd_test,CN,,F,,0.54456,4.9132,4.5723,0.96388,10.4851,1.891,0.41552,3.7533,3.6918,46.6539,14.7498,257.7759,4.4326,5.1742,1.8626,2.1815,4.3243,7.9531,2.414,3.4711,0.49151,7.263,12.594,13.0408,7.8541,2.7562,5.1811,2.0602,20.8553,6.4883,4.6903,1.2571,2.7044,8.048,14.581,4.0329,4.465,3.5137,1.6547,1.6904,5.0085,12.6524,3.6186,2.5299,12.8486,2.9574,2.9618,2.5804,12.7845,2.5322,4.3726,1.38,17.0909,6.09,10.6727,4.2936,12.0351,8.0575,8.049,8.8366,4.4701,1.8082,5.1393,29.0,,,0.08319,,,,0.47559,4.8806,4.3102,0.97871,12.5747,2.1921,0.43353,3.4315,3.9326,46.0808,14.4232,261.275,4.4239,5.0832,1.9258,2.1956,4.3053,8.2534,2.3453,3.8137,0.8319,7.7388,12.7852,11.473,8.6567,2.7088,5.4616,1.9699,20.6915,6.0666,4.6542,1.1047,2.822,8.6493,16.0198,3.8712,4.8025,3.908,1.772,1.6958,4.5097,11.9595,3.2428,2.4554,10.2429,2.6699,2.6451,2.2592,12.1602,2.3043,4.1649,1.3468,15.4497,6.2855,9.0598,4.7164,10.9431,8.7938,7.6923,9.2186,4.3361,1.7648,4.9036,,,,,,,,,,,,,,,71.0,,, +nG+AMS3T0MCI017,1.8191,1.9797,,70-79y,Other,,,20.4111,4.9098,2.7104,2.0673,2.0278,edsd_test,MCI,,M,,0.42597,4.6224,4.316,0.81387,10.2613,1.492,0.41032,3.1055,2.941,48.1425,16.8806,213.1019,3.9394,4.447,1.6922,1.996,3.4676,7.0446,2.2694,3.0803,0.9965,7.0548,11.3556,30.9263,7.4316,2.2401,4.3875,1.8129,18.4445,7.1574,4.1871,1.1058,2.4672,6.9405,13.2507,3.7749,4.4591,3.3622,1.4301,1.5857,4.4456,11.6858,3.3696,2.6301,11.7576,2.8133,2.2818,2.6408,12.0283,2.5416,3.8389,1.4216,13.3202,5.1503,9.6382,3.6387,11.0742,6.722,6.9801,7.7768,3.9507,1.9358,5.0587,29.0,,MCI,0.09098,,,,0.38561,4.0449,4.1727,0.76377,10.5986,1.8814,0.38869,3.5456,3.1815,44.0619,15.6477,219.5922,4.6704,4.7629,1.5582,2.0089,4.015,7.1238,2.2922,3.1148,0.74791,6.7955,11.4373,25.644,8.059,2.3294,4.3437,1.8294,17.0618,5.279,4.1673,1.1645,2.5709,7.9901,14.3784,3.1402,4.3157,3.0884,1.5468,1.5953,4.0218,10.9604,2.8765,2.6966,10.7664,2.5274,2.2664,2.4737,12.0903,2.1401,3.564,1.3224,14.0523,5.225,9.0133,4.5211,11.7471,7.6657,6.5677,8.1214,3.5716,1.737,4.79,,,,,,,,,,,,,,,76.0,,, +nG+AMS3T0MCI018,0.947,1.6951,,60-69y,Other,,,16.6483,3.6723,2.426,1.9234,0.94698,edsd_test,MCI,,F,,0.39078,4.7897,4.1186,0.71981,11.0556,1.5895,0.36052,2.883,2.7002,45.1092,13.5987,207.636,4.1499,4.3198,1.5917,2.0471,3.3493,8.0029,2.443,2.8167,0.34487,6.7376,12.9861,9.1725,7.1804,2.4643,4.9493,1.9973,19.5447,6.4813,4.1418,1.1694,3.0079,7.2768,15.8882,3.1849,4.1904,3.5007,1.5799,1.4111,4.4772,10.3743,3.0711,2.2704,12.5361,2.1472,2.6115,2.3199,13.2312,1.7062,3.7931,1.1931,14.4419,5.5141,10.4661,3.2665,10.6301,8.3261,7.17,7.499,3.9199,1.5224,4.3906,27.0,,MCI,0.07082,,,,0.35999,4.1866,4.0224,0.84736,11.5262,1.7611,0.36399,2.9179,2.8948,44.7209,12.7423,212.7231,4.3517,4.9312,1.7921,2.0536,3.5592,8.3668,2.2971,3.131,0.37254,6.8045,13.0247,7.7344,7.592,2.3956,4.7958,1.9933,19.6477,5.7289,3.9652,1.135,2.726,8.4599,15.9131,2.9033,4.0656,3.3051,1.7361,1.4748,4.1826,10.2584,3.1078,2.4081,10.0741,2.2216,2.3716,2.2428,13.467,1.8799,3.7943,1.1607,14.2377,5.5548,8.554,4.7882,10.1637,7.9102,6.7747,8.4958,3.7857,1.5951,4.2492,,,,,,,,,,,,,,,63.0,,, +nG+AMS3T0MCI019,1.0614,1.2781,,60-69y,Other,,,17.9623,4.3723,2.2805,2.1285,1.22,edsd_test,MCI,,F,,0.40093,4.1722,4.0309,0.71849,8.5074,1.3699,0.35599,3.0233,2.7336,44.2579,14.4147,204.5753,3.6261,4.3473,1.3681,1.9402,3.078,6.9662,2.1135,2.7014,0.60498,5.8397,10.8876,13.7295,6.4434,2.061,4.5229,1.539,17.7601,5.8084,3.717,1.0405,2.3103,5.8484,13.4239,2.959,3.992,3.0444,1.3652,1.5034,4.0433,10.3533,2.9706,2.2191,10.3273,2.5671,2.0966,2.1204,10.1415,2.3175,3.444,1.2385,12.9542,4.9362,8.8943,3.5987,10.5257,7.037,6.7057,6.9968,3.793,1.6106,4.4357,28.0,,MCI,0.07534,,,,0.36405,3.7641,4.0296,0.75525,10.2475,1.5604,0.34714,3.1004,2.7863,44.0934,13.8958,205.0426,4.0083,4.6168,1.512,2.0993,2.9622,6.836,1.9327,2.7835,0.50568,6.6952,11.1818,12.1007,6.9015,2.1573,4.3303,1.5375,17.4425,5.632,3.6162,0.97444,2.4969,6.722,13.5638,2.7025,3.8365,3.4022,1.6944,1.5397,3.6697,10.009,2.6706,2.4071,9.1502,2.4415,2.1629,2.0168,10.9663,2.0029,3.4112,1.1656,13.2237,5.1658,8.2762,4.2377,9.5747,7.2458,6.4004,7.2157,3.9623,1.511,4.2468,,,,,,,,,,,,,,,65.0,,, +nG+AMS3T0MCI020,1.521,1.6818,,50-59y,Other,,,17.1056,4.5801,2.6199,2.1086,1.4733,edsd_test,MCI,,F,,0.40996,4.5129,3.8165,0.75446,8.4278,1.5024,0.35563,2.895,2.7742,47.4475,13.8792,193.6324,3.9354,4.0367,1.4748,1.7454,3.4439,6.9801,2.1409,2.7273,0.49958,5.623,10.4634,14.3974,6.9224,2.3057,4.2669,1.8683,18.8864,5.5514,3.9973,1.0833,2.6564,6.8984,12.8253,3.3182,3.9646,3.4162,1.3746,1.4988,3.7408,9.1992,2.9555,2.0073,11.7269,2.2571,2.4821,2.0385,13.0462,1.8531,3.5491,1.1707,13.548,5.0241,9.011,3.4721,10.5249,6.757,7.0331,7.3507,3.6967,1.5367,4.6538,27.0,,MCI,0.06899,,,,0.36491,3.9528,3.6749,0.70166,9.1421,1.8816,0.34498,2.7959,2.9039,46.7065,13.6021,195.3437,4.1558,4.4505,1.4827,1.8721,3.695,7.1123,2.1371,2.6732,0.55127,5.8093,9.9227,17.9412,7.2789,2.2256,4.0993,1.8545,17.9923,4.5479,3.9577,1.0201,2.4232,8.3181,11.9211,2.8925,3.8586,3.2812,1.4327,1.5564,3.1223,10.0841,2.56,2.0266,9.1447,1.9619,2.3005,1.8945,12.9067,1.9493,3.2743,1.1135,14.1397,5.0958,7.4589,4.3805,10.1384,7.0612,6.4276,6.9707,3.4093,1.4008,4.3581,,,,,,,,,,,,,,,57.0,,, +nG+AMS3T0MCI021,1.4915,2.0084,,60-69y,Other,,,20.6291,4.5043,2.8039,2.285,1.1845,edsd_test,MCI,,M,,0.48436,5.7206,4.9237,0.98359,11.3323,2.0191,0.41955,3.6121,3.1684,52.0429,17.1017,280.1545,4.4935,5.8708,1.993,2.256,4.1863,8.9829,2.423,3.6848,0.54996,7.9981,14.593,10.8531,9.6118,3.0093,5.5482,2.1793,22.5254,7.9998,4.9299,1.1651,2.7925,8.1976,18.2389,4.5715,5.3973,3.5479,1.7745,1.8368,4.8597,12.3097,3.8127,2.5438,13.663,3.0783,3.1197,2.5102,14.6171,2.425,4.6599,1.3752,15.4939,6.08,10.2506,4.9429,11.8495,7.9424,8.5451,9.4243,4.4132,1.7766,5.5824,27.0,,MCI,0.08624,,,,0.41916,5.2958,4.6294,0.88631,12.444,2.4906,0.41668,3.5648,3.2627,51.3774,17.4447,291.2568,4.762,5.4766,1.8805,2.3493,4.3402,9.1032,2.4575,3.6865,0.51198,8.1387,14.8414,8.3477,9.1568,3.0055,5.2506,2.1869,21.4648,5.8744,4.8671,1.1961,2.6987,9.1315,18.5499,3.9931,5.1906,4.1295,2.0435,1.8399,4.3273,11.9501,3.1722,2.5458,12.0336,3.073,2.8486,2.3214,13.7001,2.5135,4.409,1.3131,17.039,6.2652,10.2352,5.5059,12.9071,8.9029,8.2756,9.4185,4.2315,1.7496,5.1695,,,,,,,,,,,,,,,66.0,,, +nG+AMS3T0MCI022,0.98668,1.8414,,50-59y,Other,,,19.6702,5.4564,2.7653,2.6767,1.0689,edsd_test,MCI,,F,,0.44618,5.0439,3.8791,0.93558,10.418,1.7011,0.39005,3.2794,2.9093,50.4786,16.4672,243.1891,4.1255,5.0529,1.8365,1.7542,3.498,8.3258,2.2513,3.4302,0.46857,7.1724,12.533,11.9758,8.055,2.4943,5.0112,1.9903,20.7538,6.5332,4.3627,1.3481,3.0479,8.1268,15.7574,3.7785,4.6394,3.6265,1.5459,1.5944,4.4141,11.9956,3.3865,2.2839,15.0051,2.4738,2.652,2.3556,13.3092,2.2269,4.0539,1.225,16.071,6.3531,10.4398,4.2271,11.8615,9.3392,7.6297,8.6315,4.1072,1.6597,4.9866,30.0,,MCI,0.07632,,,,0.39807,4.491,3.7839,0.86557,10.9934,1.9654,0.36376,3.233,3.212,51.5385,16.5035,244.7943,4.7409,4.9972,1.7703,1.9038,3.8131,8.3586,2.2427,3.2866,0.42345,7.3873,12.3971,8.7002,8.945,2.4205,5.134,2.0133,19.4148,5.9367,4.1304,1.042,2.5152,8.6872,15.5243,3.7035,4.7603,3.5792,1.5399,1.6423,4.0738,11.8125,3.2048,2.1717,12.1224,2.2832,2.4963,2.1978,13.5045,2.1055,3.476,1.1572,16.623,6.0818,9.4162,5.1542,11.2368,8.7942,7.3193,8.8523,3.6826,1.7025,4.7729,,,,,,,,,,,,,,,56.0,,, +nG+AMS3T0MCI023,2.3357,2.0334,,+80y,Other,,,19.6163,5.3158,2.9938,2.4215,1.9267,edsd_test,MCI,,M,,0.39958,4.4703,4.9796,0.81606,9.6673,1.3762,0.46289,3.0346,2.4915,52.0746,15.2766,195.9681,4.2174,4.236,1.6624,2.0968,3.4382,7.5253,1.9008,3.3138,0.84609,6.4522,11.5383,29.7356,8.0794,2.2603,4.5369,1.668,18.7124,6.7603,3.6194,1.0764,2.4667,6.6395,14.1416,3.5852,4.5411,3.1625,1.4163,1.6516,4.3227,10.3603,3.6146,2.855,10.9738,2.7249,2.3925,2.5305,12.5485,2.1623,4.1534,1.3239,14.7956,5.0169,9.5053,3.9651,10.1977,7.2786,6.8049,7.0541,3.6508,1.8662,4.9725,27.0,,MCI,0.08971,,,,0.38018,4.1302,4.3269,0.83178,10.5402,1.6874,0.47435,3.2742,2.9176,50.8783,15.0548,203.5591,4.4022,4.8643,1.722,1.9956,3.5006,7.5028,1.8945,3.1227,0.9369,7.1162,12.5056,24.5416,8.4853,2.2246,4.2825,1.6585,19.1137,5.8705,3.5675,1.0694,2.5962,7.5197,14.3165,3.2577,4.4323,3.4035,1.5394,1.6042,3.9418,10.8854,3.2159,2.7409,9.398,2.409,2.1918,2.4329,12.0507,2.0007,3.9512,1.2017,15.3155,5.5704,7.9453,4.9162,11.2722,7.6925,6.7515,7.7595,3.7023,1.7794,4.9193,,,,,,,,,,,,,,,86.0,,, +nG+AMS3T0MCI024,1.9515,3.1605,,70-79y,Other,,,18.1907,4.9853,2.4445,2.4139,2.7035,edsd_test,MCI,,M,,0.40169,4.1665,5.2613,0.79138,10.3484,1.3377,0.37608,3.8687,2.9424,47.3623,15.5578,201.2834,3.6788,5.3417,1.4874,1.9655,3.4047,7.1392,1.9547,2.9782,1.103,7.2064,10.7722,54.7996,8.3526,2.1175,3.8856,1.595,17.4283,6.7421,3.4924,1.3187,3.6312,6.4714,13.9693,4.0652,4.5039,3.0088,1.3295,1.5711,3.8365,10.4791,3.0873,2.5536,11.1282,2.3333,2.2394,2.2297,12.3543,2.0789,4.1137,1.1993,12.5765,4.8703,8.4522,3.5542,11.0529,7.0812,6.7992,6.8228,3.533,1.5241,4.8258,29.0,,MCI,0.06153,,,,0.37308,3.3471,4.4412,0.80898,10.4229,1.4874,0.37247,3.6898,3.5473,47.3925,15.4287,211.8331,3.5421,5.137,1.4784,1.9053,3.7175,7.2787,1.8664,3.2322,1.2095,7.4434,11.0658,42.9125,8.7859,2.0652,3.9748,1.6863,17.9113,5.3361,3.3153,1.0243,2.2237,7.3479,14.2378,3.4264,4.5209,3.2367,1.4296,1.6509,3.4431,10.1893,2.8099,2.3728,9.2746,2.0713,1.9527,1.9927,10.969,1.7964,4.4426,1.161,13.286,4.6107,8.1688,4.5661,9.3739,6.9535,6.8653,6.8313,3.591,1.4169,4.733,,,,,,,,,,,,,,,73.0,,, +nG+BRE3T0AD001,1.9954,1.6631,,70-79y,AD,,,15.8248,4.3017,1.9212,1.8793,1.8746,edsd_test,AD,,F,,0.35503,4.0285,3.9836,0.70714,6.0317,1.2714,0.32969,2.5391,2.2576,37.9211,12.0896,171.8839,3.2949,3.4301,1.3538,1.6868,2.8601,5.8776,1.6615,2.8504,0.96109,4.9659,8.5987,24.447,6.2854,1.8338,4.3598,1.4402,15.0329,4.2477,3.2627,1.051,2.2291,5.6333,9.9508,3.1137,3.4539,2.6171,1.2394,1.266,3.4365,7.6672,2.8489,2.0955,9.6952,1.69,2.1045,2.193,10.2988,1.4484,2.9421,1.1767,12.6023,4.4919,6.0982,2.7232,8.3686,5.1293,5.6835,6.1193,2.7278,1.304,4.4208,11.0,,AD,0.08783,,,,0.2966,3.6214,3.6817,0.69194,7.4411,1.5492,0.31563,2.4866,2.2614,36.8509,11.8484,175.9135,3.2035,3.4484,1.2676,1.6768,3.0306,5.4698,1.7367,3.0009,0.89895,5.2354,8.3535,20.0417,6.342,1.9201,4.2339,1.4738,14.7522,3.8083,3.3085,1.0149,2.1614,6.3595,11.1318,2.5157,3.1014,2.7106,1.2918,1.2879,3.4608,8.2799,2.4929,2.0511,8.5498,1.7451,2.1216,1.9717,10.5223,1.5819,3.0136,1.1108,12.3846,4.8351,5.4734,3.785,7.8694,6.3678,5.5506,6.6822,2.6323,1.344,4.2057,,,,,,,,,,,,,,,76.0,,, +nG+BRE3T0AD002,1.7655,2.1868,,70-79y,AD,,,16.3376,4.1121,2.2729,1.9706,1.6565,edsd_test,AD,,F,,0.38244,4.1443,3.994,0.70404,7.8604,1.5018,0.34125,3.1161,2.5176,40.8836,13.93,213.7972,4.2725,4.406,1.3976,1.9634,3.2724,6.6103,1.9011,2.9325,0.85539,7.438,9.6841,24.8558,7.0785,2.4659,4.039,1.6823,17.5116,6.4401,3.8188,0.95322,2.4201,6.2523,11.4544,4.3907,4.5702,2.9576,1.6168,1.5973,3.7529,9.2245,2.8864,2.2649,11.7943,2.3093,2.5164,2.173,12.4872,1.6991,3.5801,1.1418,13.6239,5.0755,7.382,3.7399,10.3875,6.4605,6.6988,6.3349,3.6759,1.5591,4.6343,21.0,,AD,0.0781,,,,0.30214,3.7514,3.5452,0.61956,8.1014,1.777,0.32938,3.5068,2.334,42.1735,13.7794,208.9435,3.7391,4.5845,1.2083,1.7386,3.4041,6.3474,1.7426,2.9906,1.591,6.8592,9.0886,23.9851,7.8739,2.279,4.0471,1.5529,17.3679,4.6664,3.5422,1.0694,2.477,6.6446,10.9882,3.5953,4.3676,2.9562,1.676,1.5756,3.4491,8.6129,2.6024,2.1595,10.3476,2.0325,2.2353,1.8667,12.6621,1.6444,3.3326,1.018,13.7655,4.8931,6.6507,3.961,8.3418,6.2549,6.3195,6.3472,3.4193,1.4013,4.4214,,,,,,,,,,,,,,,74.0,,, +nG+FRA3T0AD011,1.2087,1.4841,,-50y,AD,,,15.3715,4.4555,2.3454,2.1242,1.1023,edsd_test,AD,,F,,0.35337,4.5893,3.7307,0.83746,8.6436,1.5125,0.32989,2.9999,2.224,41.159,12.6969,182.7135,3.5149,4.7694,1.6527,1.7798,3.359,6.7266,2.1695,2.6776,0.33279,5.5447,10.716,9.075,7.101,2.2657,4.4226,1.7994,16.8676,5.5906,3.919,0.96828,2.3114,6.9068,12.0194,2.892,3.7316,2.8433,1.3667,1.3372,3.7849,9.3087,3.1042,2.016,10.3553,1.8935,2.2325,2.043,11.2192,1.533,2.9525,1.1222,13.0121,5.694,7.5996,2.9737,9.3499,5.7575,6.3793,7.4577,3.3617,1.2893,4.1275,24.0,,AD,0.07686,,,,0.32915,4.133,3.7458,0.83213,8.2447,1.7654,0.33409,2.8362,2.3358,41.6372,12.8206,187.5946,3.4588,4.6492,1.6396,1.9104,3.5147,7.0202,2.0818,2.945,0.35824,6.1011,10.6336,7.9119,7.6111,2.0758,4.5815,1.784,16.2846,4.8904,3.7335,0.91077,2.1051,7.4352,11.7785,2.7556,4.0318,2.666,1.4292,1.3407,3.5786,9.5312,2.8883,2.0427,9.279,1.9819,2.1194,1.9967,11.3285,1.5641,2.9483,1.0551,13.6519,5.3286,7.202,4.0865,8.5685,5.8814,6.2277,7.3106,3.1974,1.457,3.8742,,,,,,,,,,,,,,,42.0,,, +nG+FRA3T0AD012,1.9017,1.7396,,70-79y,AD,,,18.7723,5.0892,2.7436,2.2369,2.9852,edsd_test,AD,,F,,0.40726,4.8192,4.4386,0.69368,8.0967,1.6658,0.36577,3.2162,3.0891,44.0063,14.0666,226.1267,3.6923,4.4391,1.2756,1.9836,4.099,6.7015,2.1136,2.6663,1.4858,6.0086,10.2159,37.077,7.3568,2.2284,4.2474,1.9126,18.3019,5.7989,3.9945,1.228,2.4514,7.366,12.213,3.9171,4.1242,3.3633,1.3639,1.5505,4.313,9.7247,2.8084,2.3494,11.5521,2.1129,2.1804,2.1983,11.5614,1.7911,3.6411,1.2195,14.5561,5.3514,7.9271,4.138,10.3502,6.522,6.9044,7.1399,3.713,1.5708,4.8818,20.0,,AD,0.09186,,,,0.36445,4.5016,4.3175,0.64944,9.8967,1.7572,0.36187,3.1995,3.2805,43.6868,14.0223,231.4132,3.8898,3.924,1.2354,2.1043,4.2184,6.3707,2.0996,2.7652,1.6576,6.7724,10.3651,35.4185,7.6204,2.0878,4.2555,1.8834,19.1215,5.1663,3.7301,1.0214,2.5091,8.5188,13.5027,3.1843,3.9848,3.0687,1.4205,1.5855,3.6767,9.1945,2.5224,2.2576,9.654,1.8914,2.0643,1.9298,12.0314,1.568,3.5593,1.1871,14.6309,5.6451,7.4083,3.9021,10.2397,6.5345,6.5881,7.057,3.4745,1.2913,4.6091,,,,,,,,,,,,,,,70.0,,, +nG+FRA3T0AD013,1.9976,2.1503,,70-79y,AD,,,20.4912,5.4377,2.8718,2.4872,1.7619,edsd_test,AD,,M,,0.41321,4.5046,4.7265,0.844,8.6029,1.612,0.41278,3.1602,3.1512,50.9913,15.3233,213.7234,4.3879,4.3212,1.5439,2.1685,3.4707,7.5475,2.3589,3.2768,0.87269,6.9652,11.079,24.3171,7.4882,2.5305,4.8052,1.8187,16.8625,5.6361,4.4564,1.0912,2.5913,6.6877,14.5989,3.6547,4.8561,3.6564,1.5378,1.5332,4.6571,11.75,3.3717,2.5805,12.0075,2.497,2.6664,2.4695,13.3605,1.9438,3.7987,1.3802,13.5868,5.1668,8.9841,3.3474,11.0679,7.1802,7.8167,7.2509,4.3416,1.6201,4.8669,22.0,,AD,0.07252,,,,0.40465,4.3114,4.9269,0.86716,9.9077,1.954,0.39996,3.4724,3.2654,50.8088,15.2087,216.4777,4.2748,5.1278,1.6571,2.1498,3.9507,7.894,2.2824,3.3612,0.70921,6.3994,11.5046,21.2596,8.4174,2.6582,4.7472,1.7901,18.9174,5.0615,4.2999,0.97834,2.406,7.7374,13.918,2.9953,4.5219,3.7331,1.9195,1.5748,4.0838,11.2044,3.144,2.4717,10.3656,1.8926,2.6815,2.1285,11.8669,1.6779,3.7968,1.3078,13.8576,5.0951,8.3254,4.8341,11.1648,7.1236,7.2128,7.8609,4.3022,1.3729,4.7216,,,,,,,,,,,,,,,74.0,,, +nG+FRA3T0AD014,1.3381,1.8403,,60-69y,AD,,,17.4303,4.0177,2.4605,2.3143,1.2391,edsd_test,AD,,F,,0.36188,4.239,3.7464,0.79791,7.6751,1.4833,0.35284,2.4872,2.448,47.8282,13.7333,176.2179,3.701,4.2103,1.5264,1.9031,3.1183,7.1181,2.0663,2.8738,0.83932,5.4665,11.0215,11.6998,7.1759,2.2672,4.4005,1.6391,17.3382,5.0155,3.8273,1.0918,2.5262,6.397,13.0084,2.6606,4.0075,3.4872,1.357,1.2974,3.7409,9.6203,3.1821,2.0181,10.3869,2.1774,2.3149,2.1223,10.7317,1.768,3.1336,1.2068,13.1121,5.0354,7.9938,3.2476,9.233,7.1332,6.3208,7.4622,3.7842,1.4548,4.4036,24.0,,AD,0.08828,,,,0.32403,3.753,3.7837,0.72891,8.84,1.6751,0.34531,2.5623,2.3838,48.0936,13.6201,178.6,3.4372,4.2242,1.428,1.7289,3.2689,7.2513,1.9686,2.8578,0.81467,5.6941,11.4824,11.83,7.5305,2.2316,4.4887,1.622,16.898,4.2296,3.6399,0.90211,2.3193,6.9498,14.0951,2.4467,4.0727,3.3103,1.4678,1.2905,3.405,9.4002,2.7602,2.0109,9.3074,1.9371,2.4304,1.8662,10.4116,1.7175,2.9851,1.0885,13.8663,4.8465,7.3672,3.4917,8.6712,7.3181,5.9675,7.8397,3.2533,1.4017,4.1745,,,,,,,,,,,,,,,68.0,,, 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+nG+MAI1T5AD011,2.0007,3.1127,,-50y,,,,15.8051,4.4944,2.4677,2.0488,1.6027,edsd_test,,,F,,0.35374,5.0481,4.5659,0.74291,8.714,1.5351,0.36412,3.0072,2.7129,42.4345,11.2156,186.0515,4.1895,4.1242,1.4211,1.8144,3.9277,6.9971,2.0894,3.0211,1.7636,6.2974,10.3938,25.7898,8.0496,2.3127,5.0957,1.8793,16.6234,5.3635,3.9652,1.1307,2.393,6.8858,12.6209,3.2931,4.5486,2.7484,1.404,1.4291,4.4336,10.1024,3.0252,2.6984,11.6356,2.387,2.5789,2.7803,12.404,2.1074,3.3894,1.2473,13.7966,5.0538,8.5755,3.2044,9.5354,7.4454,6.5673,7.4424,3.2866,1.7669,4.5147,,,,0.09045,,,,0.32753,4.1055,4.0828,0.73419,10.0401,1.8186,0.36691,3.1609,2.5676,42.0515,11.5206,188.2278,3.7899,4.1616,1.4342,1.7646,3.6364,7.4195,2.0422,3.1622,1.1466,6.8547,11.0199,22.0024,8.0981,2.3421,4.7105,1.8071,16.9497,6.0676,3.8541,0.9974,2.2653,8.4927,13.6382,2.7339,4.3364,3.3672,1.5783,1.5157,3.9462,10.1977,2.839,2.379,9.0906,1.9538,2.4206,2.1272,12.1226,1.8846,3.441,1.2872,13.0712,5.152,7.8793,4.0913,9.484,7.8856,6.3213,7.5046,3.3673,1.4361,4.3009,,,,,,,,,,,,,,,,,, +nG+MAI1T5AD012,2.0518,1.7091,,70-79y,AD,,,18.4658,4.6172,2.3701,2.0275,2.0058,edsd_test,AD,,F,,0.32269,4.5631,4.2081,0.53621,8.3337,1.6155,0.31776,2.4011,2.5904,43.5792,14.9308,219.8805,4.3539,3.4888,1.0462,2.0412,3.3823,6.2158,1.9683,2.3086,1.3954,5.2755,9.1041,24.3512,6.7004,2.4051,4.4826,1.6642,17.7766,4.9258,3.8426,1.0283,2.3894,6.6487,11.9291,2.6167,3.4211,3.3094,1.4684,1.5956,4.1238,9.7817,2.6002,2.4977,10.4446,2.1041,2.1522,2.3843,10.8191,1.7707,3.3507,1.1247,12.771,4.5201,7.7141,3.0594,9.8225,6.3516,6.4279,6.4223,3.7933,1.4363,4.6251,22.0,,AD,0.07814,,,,0.32063,4.1339,4.2001,0.68661,9.5089,1.8134,0.33844,2.5845,2.7705,44.1127,14.8597,225.6701,3.7405,4.1195,1.3806,2.061,3.7229,6.8605,1.9449,2.6549,0.87142,5.4261,10.6744,19.5343,7.1372,2.2261,4.6893,1.7104,18.0906,4.3788,3.7639,1.1105,2.3443,7.5541,14.1593,2.2886,3.5627,3.7759,1.3933,1.566,3.75,9.8708,2.5383,2.6472,8.52,2.1797,2.0952,2.2952,10.3723,1.7839,3.4568,1.0849,13.7444,4.6765,7.4631,3.7281,9.4093,7.3081,6.3053,7.7307,3.4533,1.4672,4.4157,,,,,,,,,,,,,,,77.0,,, +nG+MAI1T5MCI024,1.94,2.155,,70-79y,Other,,,17.1812,4.4594,2.4315,2.0564,1.402,edsd_test,MCI,,F,,0.37285,4.5912,4.1261,0.78422,9.03,1.4412,0.36905,2.8776,2.5343,41.9434,13.883,216.1676,3.6837,4.4701,1.5179,1.8514,3.2268,7.0908,2.0747,3.0335,0.73692,6.1595,11.643,21.5615,6.9936,2.1838,4.664,1.7082,17.7897,5.7118,3.981,1.1615,2.6288,6.458,13.5837,3.3048,4.0664,3.1636,1.4375,1.4994,3.9752,9.303,2.9456,2.2396,10.2358,2.5998,2.4411,2.2512,12.1054,2.4502,3.4883,1.2235,14.2731,5.2913,8.903,3.6107,9.7327,7.4671,6.4332,7.0299,3.4384,1.6804,4.7121,26.0,,MCI,0.07234,,,,0.31472,3.6901,4.0128,0.77147,9.3444,1.6128,0.36407,2.8271,2.712,41.0361,13.6618,213.9162,4.058,4.3885,1.4898,1.8714,3.6393,6.5651,1.965,3.1878,1.0633,5.9047,10.212,22.6963,7.2942,2.1651,4.1058,1.6742,17.0285,4.8392,3.7009,1.1108,2.6174,7.6025,12.0367,2.6925,3.7539,3.1595,1.562,1.457,3.7978,9.2679,2.6384,2.3643,10.4786,2.4625,2.3157,2.1847,12.3971,2.1006,3.2816,1.1612,13.9606,5.2369,7.4471,4.0604,10.3349,7.4597,6.1317,6.886,3.2162,1.6409,4.4848,,,,,,,,,,,,,,,76.0,,, +nG+MAI1T5MCI025,2.5515,2.6787,,+80y,Other,,,18.5757,5.2561,2.4848,2.2573,2.3378,edsd_test,MCI,,F,,0.4395,4.2915,4.3443,0.71834,7.2268,1.5065,0.3794,2.8124,2.6895,46.4712,16.1887,236.493,3.7713,3.813,1.3429,1.8077,3.3168,6.4628,1.8647,2.6784,1.2971,5.5784,10.3227,35.8274,6.5803,2.3184,3.86,1.7034,17.1141,5.2936,3.6339,0.86847,2.0853,6.6773,13.1579,3.0168,3.5685,3.2478,1.4079,1.6821,3.8758,9.1195,2.6702,2.3986,10.0842,1.8229,2.2128,2.2569,9.6065,1.4938,4.6426,1.2029,12.6454,4.7787,7.3877,3.4441,8.6869,5.8622,6.3966,7.1955,3.321,1.376,4.9817,23.0,,MCI,0.07588,,,,0.35661,3.6959,4.1206,0.65297,8.2161,1.5103,0.37661,3.2915,2.7755,44.8791,16.2491,236.8481,3.4411,3.9233,1.3332,1.6567,3.3218,6.6325,1.7867,2.9722,1.6954,6.6155,10.3076,31.4071,7.299,2.0397,4.165,1.5732,16.1322,4.6431,3.3801,0.90858,2.0905,7.2337,13.7425,2.811,4.0487,2.7778,1.4955,1.6819,3.77,9.4965,2.6131,2.3147,8.9832,1.6992,2.1348,2.0977,9.6738,1.5177,4.0806,1.1764,13.117,4.7292,6.171,3.5579,9.159,6.8894,6.2951,7.4188,3.0028,1.3226,4.6366,,,,,,,,,,,,,,,82.0,,, +nG+MAI1T5MCI026,3.0911,2.782,,70-79y,Other,,,18.3977,5.0169,2.8167,2.5427,2.5576,edsd_test,MCI,,M,,0.36355,4.4827,4.5412,0.6755,10.0351,1.4878,0.36377,2.4464,2.5535,49.7441,15.8368,218.4875,4.1485,3.6756,1.231,2.1097,3.7032,7.4435,2.1155,3.0017,1.9734,6.9885,11.3466,33.0259,7.2196,2.2129,4.6415,1.7464,19.457,7.1611,3.9596,1.0991,2.6444,7.21,14.0082,3.0277,4.5593,3.859,1.4322,1.5912,4.3916,10.9686,2.8687,2.6703,10.3086,2.5337,2.3256,2.5336,13.7414,2.0504,3.4907,1.2379,15.2836,5.4501,9.1517,3.4434,11.8244,7.9053,6.8618,6.8093,3.9377,1.5202,5.0712,27.0,,MCI,0.08434,,,,0.31531,4.1619,4.5555,0.69146,11.4893,1.7272,0.35363,2.6604,2.6118,47.6643,15.2305,220.2831,4.103,4.1849,1.2013,2.1365,3.9159,7.1474,2.0844,3.1177,1.845,6.4874,12.3185,31.3476,7.8035,2.3463,4.5428,1.8564,20.0056,5.6771,3.8806,1.0098,2.5739,8.4907,15.0334,2.5004,4.2321,3.4737,1.7193,1.6506,3.831,10.444,2.6174,2.5779,10.5882,2.0929,2.3846,2.1795,13.703,1.7546,3.4877,1.1353,16.4903,5.5127,8.4129,3.7931,10.4791,7.5951,6.5226,6.7323,3.4577,1.3964,4.8324,,,,,,,,,,,,,,,78.0,,, +nG+MAI1T5MCI027,2.0444,2.0586,,70-79y,Other,,,17.1704,5.0864,2.7359,2.2461,2.2084,edsd_test,MCI,,F,,0.41034,4.5768,4.3894,0.84553,9.4183,1.6083,0.38647,2.1827,2.8071,44.8061,13.0289,188.816,3.6886,2.9575,1.7096,2.1565,3.5799,7.2234,2.1146,3.1595,0.67237,6.259,11.508,31.4738,6.6905,2.5091,4.4217,1.7671,19.6418,5.9703,4.2283,0.92558,2.1489,6.8542,14.3386,2.4868,3.917,3.3003,1.6574,1.4046,4.3133,10.216,3.1722,2.3266,9.8466,2.1323,2.7123,2.2362,11.8684,1.9016,3.7664,1.2342,15.1137,4.9431,8.3724,2.9443,11.0565,7.1457,6.4532,8.0227,3.9893,1.3872,4.5547,26.0,,MCI,0.08302,,,,0.37032,4.497,4.3531,0.81045,9.5422,1.8202,0.38098,2.4067,3.0714,44.1353,12.3404,188.9378,3.8788,3.5822,1.6592,2.1129,3.6033,7.2418,2.0876,3.3865,0.75245,6.4673,10.8817,26.0515,7.2766,2.3253,4.6356,1.6764,19.2081,5.2675,3.9253,1.0535,2.5015,7.3909,14.2011,2.5739,4.2779,3.5233,1.6337,1.4427,3.8606,10.2469,2.9048,2.4688,9.7332,2.2906,2.3781,2.0953,12.189,1.8008,3.6843,1.1842,14.4784,5.0316,7.2824,3.8521,10.6321,7.0755,6.3214,8.3218,3.9268,1.4688,4.3378,,,,,,,,,,,,,,,78.0,,, +nG+MAI1T5MCI028,1.1573,1.6479,,-50y,Other,,,17.706,4.6166,2.6527,2.3553,1.1203,edsd_test,MCI,,M,,0.52148,5.2234,4.3837,0.97955,9.9564,1.7786,0.46722,3.2357,3.0499,48.8077,15.3027,234.3481,4.47,5.1157,2.0771,2.1769,3.8368,8.202,2.6282,3.392,0.54447,7.5108,13.3026,9.0814,7.7076,2.7207,5.2148,2.2302,22.0139,6.7807,4.8288,1.1939,3.2518,8.0611,16.9337,3.896,4.8013,3.3782,1.638,1.5677,4.8577,12.1496,3.5523,2.3179,12.4274,2.7311,2.8223,2.5141,15.0108,2.2938,4.2109,1.4764,17.9714,6.7745,9.4001,3.9706,12.081,9.266,7.4399,9.4607,4.2497,1.8654,4.9638,29.0,,MCI,0.08351,,,,0.47296,4.4918,4.3245,0.96856,11.4551,1.993,0.44193,3.6591,3.2616,49.0461,14.6161,233.6644,4.3668,5.3221,1.9833,2.1829,4.3623,8.3301,2.5778,3.4125,0.58957,7.4532,13.5681,12.4613,9.1151,2.5006,4.9104,2.1888,22.3019,5.8369,4.4654,1.3779,3.1735,9.1711,17.1263,3.423,5.281,3.8129,1.7034,1.6182,4.4546,12.0596,3.2419,2.24,11.1063,2.1122,2.6098,2.1036,13.6869,2.0578,4.0296,1.4077,18.3793,6.3146,8.4491,4.7925,11.646,8.0171,7.0789,9.5096,4.0293,1.4403,4.741,,,,,,,,,,,,,,,43.0,,, +nG+MAI1T5MCI029,1.2011,1.5129,,60-69y,Other,,,14.9542,4.3323,2.4327,1.9949,1.2254,edsd_test,MCI,,F,,0.34579,4.2396,3.4294,0.71167,7.1535,1.4159,0.34199,2.9632,2.2759,37.8754,12.9785,185.9051,3.5066,4.1558,1.5362,1.6942,3.1139,6.4238,1.8994,2.5602,0.52714,5.8648,10.063,14.9981,6.5991,2.1617,4.1749,1.6783,15.7914,4.7805,3.6076,1.1393,2.4251,6.3251,11.4825,2.7739,3.6651,3.1393,1.2806,1.2098,3.4438,8.9741,2.6824,1.8773,9.2961,1.8166,2.2723,2.0808,11.0377,1.5759,3.0403,1.1186,14.9077,4.8619,6.9192,2.9305,7.7179,6.2822,5.6381,7.5208,3.5224,1.2715,3.9457,28.0,,MCI,0.07406,,,,0.31059,3.9292,3.2948,0.68245,9.083,1.6056,0.33103,2.9722,2.2968,39.5813,12.526,190.7115,3.1711,3.9992,1.4815,1.7258,3.1919,6.0282,1.8708,2.5759,0.64781,5.5953,9.5989,13.7949,7.1358,2.1062,4.0546,1.6664,17.1331,4.6282,3.5124,0.79867,2.1091,6.988,12.476,2.5192,3.7258,3.466,1.4084,1.251,3.217,9.0731,2.3836,1.8645,8.1705,1.5783,2.1966,1.8284,10.304,1.6217,2.8808,1.0691,13.4697,4.7484,6.6221,3.6046,8.1687,6.6416,5.4613,7.378,3.4306,1.164,3.7661,,,,,,,,,,,,,,,69.0,,, +nG+MAI1T5MCI030,3.3332,3.8497,,60-69y,Other,,,19.6638,5.0725,2.8265,2.4214,2.9538,edsd_test,MCI,,M,,0.39586,5.4815,4.8321,0.92421,10.7749,1.5635,0.42573,3.0917,2.483,43.6504,15.0071,252.0012,4.6133,4.0006,1.7135,2.1163,3.7492,8.0385,2.3058,3.3742,1.8377,6.3392,13.2013,48.6943,8.2575,2.2267,7.4817,2.0905,22.332,6.2518,4.3651,1.1816,3.4183,8.5604,16.525,2.9491,4.1181,3.9707,1.4159,1.698,4.6404,10.5044,3.3833,2.6622,12.8633,2.2781,2.559,2.5945,15.2823,1.7956,3.952,1.5341,16.7027,7.8068,9.2554,3.0232,11.6445,7.7573,7.5034,8.8303,4.2785,1.5657,5.3791,22.0,,MCI,0.07984,,,,0.38883,4.6882,4.4507,0.85168,11.1842,1.7931,0.40515,3.2677,2.3084,43.2356,15.1165,253.2645,4.4733,4.3975,1.6222,1.9633,4.1318,7.8944,2.219,3.5007,2.0029,7.0655,12.5272,46.5001,8.2312,2.2129,8.5193,2.0811,20.1658,5.4473,4.121,1.4563,3.5084,8.9555,16.2367,2.4779,4.2929,3.9458,1.4123,1.7198,4.0301,11.7754,3.0242,2.61,13.2796,2.0587,2.6013,2.1663,14.2141,1.7499,3.9759,1.5347,16.1595,6.8389,8.2807,3.8761,12.6491,8.3095,7.4845,8.2629,3.6062,1.3875,5.0649,,,,,,,,,,,,,,,68.0,,, +nG+MAI1T5MCI031,1.4578,1.6353,,70-79y,Other,,,18.7857,4.9481,2.4507,2.3841,1.4539,edsd_test,MCI,,M,,0.42612,4.8174,4.3787,0.72893,8.5611,1.7008,0.39275,3.3939,2.7139,45.4929,16.8291,246.0271,4.0202,4.7725,1.3727,2.0259,3.5148,7.4144,2.1847,2.9395,0.47716,6.5697,11.0308,13.0165,7.7973,2.6274,4.6702,2.0006,19.7988,6.2199,4.367,0.87314,2.3049,6.885,13.3089,3.4664,4.593,3.5948,1.6419,1.6286,4.4251,10.4119,3.0435,2.3743,10.2494,2.1522,2.8073,2.4949,10.8385,1.8573,3.2638,1.3515,14.6553,5.2519,8.3013,3.6297,10.9433,7.2975,7.0526,7.2519,4.2459,1.7839,4.9331,25.0,,MCI,0.0791,,,,0.36741,4.2319,4.1091,0.78586,8.8971,1.9665,0.38226,3.5374,2.7406,46.5743,16.0334,245.9835,3.9024,5.149,1.4466,1.8305,3.8456,7.2803,2.0631,3.3142,0.64456,6.5396,10.8476,14.164,8.0021,2.493,4.7873,1.9407,19.5745,4.8343,4.0723,1.1375,2.5524,7.5522,13.5114,3.0755,4.423,3.4238,1.6007,1.6414,4.0413,10.4286,2.9202,2.2716,10.6116,1.9892,2.7401,2.2013,12.2431,1.8628,3.3123,1.3104,14.1307,4.8574,7.7578,4.3685,9.3456,7.5457,6.6072,7.4701,3.6638,1.5637,4.7275,,,,,,,,,,,,,,,75.0,,, +nG+MAI1T5MCI032,1.4175,2.9422,,70-79y,Other,,,16.2223,4.8812,2.2552,2.0486,1.2465,edsd_test,MCI,,M,,0.39387,4.3072,4.2182,0.88549,8.5372,1.4072,0.36866,2.4976,2.9602,33.5396,10.7472,200.1052,3.4986,3.6357,1.6332,1.8386,3.2685,6.7244,1.9992,3.1435,0.85075,5.7583,10.9826,16.5609,6.499,2.2157,4.3599,1.694,17.4937,5.5329,3.7565,0.85443,2.0722,6.2544,13.6412,2.7448,3.817,3.2162,1.4457,1.5129,3.7649,8.5862,3.0897,2.1665,8.9628,1.8276,2.394,2.2036,10.1446,1.5134,3.3626,1.2128,13.4043,4.6651,7.0687,2.7602,8.8152,6.4859,6.4486,7.7587,3.7784,1.3227,4.67,24.0,,MCI,0.08415,,,,0.34877,3.6096,4.0283,0.88578,9.0649,1.6939,0.37148,3.0346,2.848,38.3685,13.9708,201.2127,3.3349,4.2675,1.638,1.8298,3.3802,6.8619,1.8429,3.2885,0.58691,6.5767,11.252,16.4044,7.8816,2.0889,4.1951,1.6097,17.3505,4.4194,3.5288,0.97369,2.2521,6.975,14.1728,2.6868,4.0595,3.0912,1.3192,1.5456,3.4599,8.9099,2.8682,2.2143,7.9696,1.733,2.141,1.9201,10.0523,1.5063,3.1251,1.1956,12.252,4.6644,6.9817,3.7716,8.8287,6.8655,6.0546,7.636,3.4521,1.2484,4.3102,,,,,,,,,,,,,,,73.0,,, +nG+MAI1T5MCI033,1.6205,2.0832,,50-59y,Other,,,15.9729,4.6121,2.3625,1.9541,1.5266,edsd_test,MCI,,M,,0.35821,4.766,4.3225,0.75649,7.3551,1.4914,0.3603,3.0259,2.5169,42.4254,14.456,206.736,3.9707,4.0667,1.5317,1.9804,3.4177,6.6497,2.0302,2.7619,0.84978,5.7301,9.8925,20.0821,6.6418,2.2644,4.5009,1.7927,18.0206,5.3231,3.8473,1.0778,2.4593,6.7513,11.6922,2.9334,4.1086,3.6095,1.55,1.4541,3.7867,9.0938,2.8218,2.269,10.6941,2.3937,2.4628,2.2557,12.8559,2.2683,3.2992,1.3192,12.5947,4.6578,7.9869,3.214,9.2838,7.1108,6.1968,7.1295,3.8057,1.7159,4.4853,22.0,,MCI,0.08755,,,,0.3203,4.2948,4.034,0.78049,9.5082,1.6552,0.35235,3.4584,2.4361,42.7073,14.1235,213.2188,3.6818,4.5664,1.5285,2.0772,3.4943,7.167,2.0366,3.0186,0.8956,6.4052,11.1909,15.8165,7.6717,2.1865,4.5338,1.7464,18.9982,4.6822,3.7199,1.0959,2.5263,7.5373,12.6272,2.6629,4.2318,4.092,1.6075,1.4574,3.6515,9.7512,2.6144,2.4096,8.5287,1.9813,2.3766,2.2022,11.3873,1.852,3.305,1.2877,12.0744,4.4777,7.0599,3.9179,10.9249,7.0146,5.9759,7.3176,3.8196,1.6442,4.2159,,,,,,,,,,,,,,,56.0,,, +nG+MIL1T5AD001,2.508,2.286,,70-79y,AD,,,15.3609,4.9986,2.4775,2.1428,1.8625,edsd_test,AD,,M,,0.30203,4.7414,3.8,0.61564,9.7234,1.3767,0.34614,2.6204,1.6365,39.997,15.4454,210.9608,4.4165,3.8266,1.1929,1.9933,3.0477,7.2287,1.7441,2.8438,1.0388,6.2659,11.0916,23.1056,7.3194,2.1619,4.8644,1.6169,17.6678,6.0615,3.4975,1.0809,2.249,6.8312,13.0867,2.9412,4.1949,3.0345,1.3261,1.3961,4.6213,10.0704,3.0382,2.2438,11.8537,2.9146,2.0967,2.2094,11.132,2.2004,2.8551,1.2696,13.1233,4.8412,9.191,2.9155,9.8832,7.1782,6.0487,6.3085,3.5823,1.569,4.4663,25.0,,AD,0.0849,,,,0.26593,4.1763,3.7369,0.65022,9.8024,1.5075,0.32232,3.0828,1.5969,41.9003,14.413,218.2553,4.0617,4.6058,1.2752,2.0226,3.5009,7.5047,1.6766,3.0493,1.3304,6.2743,11.7629,20.9274,8.238,2.0648,4.6895,1.5622,16.859,5.1888,3.2845,1.0656,2.8374,7.6286,14.6369,2.7468,4.2749,3.0161,1.4383,1.5521,4.0363,9.9923,2.8551,2.2052,9.7231,1.9877,2.0589,2.1271,11.1306,1.6696,2.8285,1.1752,13.741,5.1062,7.3309,4.0754,9.6917,7.2282,5.6667,6.9081,3.4012,1.3402,4.311,,,,,,,,,,,,,,,76.0,,, +nG+MIL1T5AD002,1.936,2.9353,,50-59y,AD,,,18.827,5.1249,2.6155,2.3642,1.4619,edsd_test,AD,,M,,0.36446,4.1929,4.1655,0.81768,8.297,1.4472,0.37265,2.9022,2.4566,51.1758,15.3101,219.1379,4.156,3.9091,1.6028,2.1231,3.3174,7.111,2.0391,3.1269,0.79331,5.9248,9.9995,20.2442,7.6496,2.4542,4.4899,1.6646,16.7927,5.3989,3.7339,1.1074,2.3228,6.585,13.5095,3.0187,4.3141,3.4282,1.8031,1.4576,4.2493,10.457,3.2543,2.2715,10.7772,2.4654,2.4393,2.3425,11.2389,2.0344,3.1295,1.2411,13.4099,5.4272,8.332,3.4836,10.7558,7.1385,6.6236,7.0412,3.9858,1.6945,4.8188,10.0,,AD,0.08584,,,,0.32875,3.7836,3.9139,0.84517,10.0845,1.6579,0.35012,3.0314,2.4292,50.9428,15.3238,224.5213,3.7778,4.6639,1.6252,2.0589,3.564,7.8422,2.108,3.3341,0.9213,6.0313,11.2669,18.8623,8.7588,2.33,4.4706,1.7635,17.9707,4.3346,3.6826,0.97499,2.2753,7.4551,13.611,2.2906,4.2779,4.1552,1.6172,1.5238,3.8381,10.1503,3.0501,2.1427,8.7266,2.2846,2.2324,2.0193,11.0799,2.0364,2.908,1.1548,12.5908,5.2099,8.0442,4.0222,10.2666,7.3816,6.3576,7.1034,4.0345,1.5205,4.6781,,,,,,,,,,,,,,,53.0,,, +nG+MIL1T5AD003,1.7266,2.4181,,50-59y,AD,,,17.8149,4.8141,2.6944,2.1051,1.8256,edsd_test,AD,,M,,0.36515,4.3647,3.9905,0.63104,7.9909,1.364,0.33936,2.614,2.647,46.8638,15.8019,206.531,4.1743,3.8352,1.3853,1.9445,3.2473,5.671,1.8242,2.647,1.3495,4.832,8.2636,24.0846,6.2727,2.2274,4.5673,1.7132,14.971,4.698,3.367,1.012,2.3818,6.8144,10.0782,2.9658,3.6517,3.0148,1.4993,1.6382,3.7548,8.9244,2.7562,2.1434,10.6629,1.9084,2.302,2.1656,11.8402,1.6402,3.2029,1.0794,11.9291,5.1072,7.0676,2.8583,9.024,5.7462,6.6472,7.4131,3.5572,1.4902,4.8719,6.0,,AD,0.0756,,,,0.32695,3.9906,3.6724,0.59698,8.1043,1.4974,0.32526,2.74,2.3829,46.2948,15.072,204.7797,4.0279,3.839,1.191,1.8667,3.4367,5.7704,1.7615,2.7074,1.7114,4.9385,8.2424,22.4678,6.4411,2.1853,4.4469,1.6487,15.1636,4.1544,3.2405,1.0472,2.4465,7.2669,8.7726,2.3956,3.2195,3.0018,1.6746,1.6167,3.3708,8.7928,2.3769,2.1967,10.0747,1.8636,2.2408,1.7647,11.6719,1.4714,2.9734,1.071,12.0203,4.8456,5.9791,3.4528,8.8864,5.2529,6.1977,6.1071,3.3092,1.2994,4.6607,,,,,,,,,,,,,,,58.0,,, +nG+MIL1T5AD004,1.7801,1.8769,,70-79y,AD,,,18.9472,4.7821,2.7636,2.1832,1.6953,edsd_test,AD,,M,,0.47086,4.8887,4.5141,0.79298,8.9164,1.4074,0.38738,2.8335,3.1851,46.3508,16.4823,242.1665,4.2007,3.665,1.6233,2.1016,3.7713,6.6604,2.2846,3.0823,0.58109,6.2155,10.6215,18.4159,7.1401,2.0924,4.5961,1.9557,16.7974,5.6511,3.9194,0.99224,2.2267,7.0023,13.5472,3.3043,3.9757,3.1692,1.3226,1.712,4.0943,9.7931,3.2074,2.3278,11.1945,2.4133,2.2097,2.4232,11.4368,2.0111,4.1054,1.3509,13.451,5.0587,8.9752,3.3203,9.8389,7.2104,6.6066,7.9545,3.3431,1.5717,5.0769,24.0,,AD,0.08648,,,,0.37741,4.3234,4.2998,0.7155,9.61,1.6909,0.39785,2.9363,3.0452,46.862,15.8558,243.3349,3.8819,3.9531,1.5116,2.116,3.7219,7.2114,2.2667,3.1254,0.68917,6.5426,10.6601,16.2964,7.5428,2.1145,4.2543,1.8932,15.9832,4.8301,3.8301,0.98211,2.4028,7.8924,13.0276,3.1249,4.1388,3.0718,1.4587,1.6401,3.6731,10.0389,2.9034,2.4523,9.4062,2.2523,2.3169,2.3159,10.8662,1.9245,3.6541,1.3215,12.8557,5.3766,7.1078,4.1358,10.774,7.0388,6.1751,8.3084,3.1875,1.5229,4.7695,,,,,,,,,,,,,,,73.0,,, +nG+MIL1T5AD005,1.6495,1.4237,,+80y,AD,,,14.6382,4.5072,2.2569,1.6783,1.9729,edsd_test,AD,,F,,0.34673,3.7891,3.4544,0.57692,8.383,1.4462,0.31585,2.2648,2.5848,38.5626,13.793,195.672,3.6616,3.1217,1.0259,1.7876,2.8814,5.4559,1.8077,2.4348,1.0868,4.7825,7.9082,23.9703,5.6572,2.1242,3.7145,1.4892,14.3693,5.6348,3.6157,0.85182,1.979,5.6687,9.5771,2.4894,3.2395,2.8646,1.3064,1.4402,3.9756,9.2437,2.4247,1.8505,9.713,2.1257,1.9159,1.8074,9.7843,1.8179,2.8063,1.0816,11.3018,3.9575,8.0317,2.6374,9.2085,5.1942,5.8032,4.7509,3.498,1.318,4.0697,19.0,,AD,0.07935,,,,0.33199,3.7088,3.4291,0.59752,8.7062,1.5053,0.31612,2.4088,2.8802,39.3277,13.5025,199.1276,3.4843,3.7966,1.0905,1.6873,3.1507,5.785,1.6897,2.7197,1.1542,5.5004,8.0071,26.0403,6.664,2.072,3.7305,1.3857,14.5155,4.6532,3.3492,0.95202,1.9861,6.0549,9.6374,2.5645,3.3378,2.7786,1.3816,1.4416,3.4287,8.9068,2.3783,2.0164,7.8549,2.0345,1.9772,1.8667,9.0997,1.9249,2.8663,1.0216,11.8701,3.9776,6.9928,3.6278,8.0776,5.9671,5.5432,5.3235,3.3347,1.312,3.8948,,,,,,,,,,,,,,,82.0,,, +nG+MIL1T5AD006,2.3616,2.4877,,70-79y,AD,,,16.9104,4.4978,2.1259,2.0161,1.9463,edsd_test,AD,,M,,0.37155,4.7088,4.1827,0.60891,7.9713,1.3515,0.35605,2.8628,2.3639,42.5416,14.9923,228.3403,3.6873,3.6558,1.183,1.7849,3.595,6.4119,1.8851,2.8349,1.5606,5.9245,9.7809,26.0504,6.3129,2.1544,4.7063,1.7384,18.0565,5.092,3.4488,1.1088,2.3047,7.1113,11.4618,3.6257,3.7395,3.0846,1.1636,1.7077,4.3041,9.8654,2.7152,2.5227,10.4337,1.999,2.1786,2.4044,10.3418,1.6811,3.0327,1.2404,13.1192,5.1725,7.344,3.1777,10.417,6.2011,6.5664,6.9798,3.535,1.6874,4.78,18.0,,AD,0.07276,,,,0.31917,4.5164,4.2215,0.68437,9.1013,1.63,0.34739,3.2184,2.1957,43.6651,14.0549,227.4627,3.7054,4.1389,1.3096,1.647,3.6097,6.3936,1.7791,3.0829,1.7499,5.6349,9.6159,26.6813,6.9544,2.0721,4.7228,1.6694,17.2908,3.9228,3.2251,0.90724,2.261,7.4354,12.0451,3.0861,3.9054,2.889,1.4901,1.7255,3.8343,9.9279,2.4627,2.5382,9.8788,1.7204,2.1408,2.1189,11.4539,1.4394,3.0378,1.1709,14.0128,4.9585,6.76,3.8853,10.4029,6.4675,6.2777,7.095,2.9657,1.3977,4.5871,,,,,,,,,,,,,,,79.0,,, +nG+MIL1T5AD007,2.0417,1.4758,,70-79y,AD,,,18.339,4.9582,2.8959,2.1702,1.716,edsd_test,AD,,M,,0.42061,4.4999,4.6331,0.67811,8.5714,1.3156,0.36677,2.5654,2.8006,43.844,15.8947,237.6268,4.3316,3.7909,1.3803,1.9959,3.4428,6.7281,1.9198,2.5595,1.0221,5.9187,10.3866,18.992,6.367,2.1886,4.6783,1.6954,15.9692,5.5254,3.6528,1.1781,2.7107,6.9014,11.6735,3.4845,4.0073,3.0674,1.5727,1.6395,4.5439,10.2366,2.9475,2.292,11.3873,2.7685,2.4597,2.2505,11.5137,2.2319,3.5292,1.3467,13.9225,5.1128,9.0459,3.2779,10.6914,6.7777,6.5553,6.9869,3.9455,1.686,4.8657,25.0,,AD,0.07821,,,,0.35138,3.8541,3.9487,0.65252,9.5932,1.448,0.35084,2.8084,2.6878,44.0377,15.5627,234.9673,4.0554,4.1187,1.3046,1.8952,3.605,6.7651,1.8248,2.7718,1.277,6.2988,10.1965,20.4945,6.9399,1.9787,3.9214,1.6125,14.8247,4.9648,3.3946,1.2371,2.6736,7.4902,12.2619,2.9419,3.6185,3.1312,1.4511,1.5678,3.8581,10.2821,2.6925,2.3747,10.094,2.4172,2.1918,2.065,10.4564,1.8124,3.1677,1.2042,12.7837,5.133,6.6432,3.8244,10.2398,6.5891,6.0281,6.7759,3.4066,1.5697,4.6023,,,,,,,,,,,,,,,72.0,,, +nG+MIL1T5AD008,0.48792,1.1257,,50-59y,AD,,,23.2577,6.2257,3.567,3.0338,0.89851,edsd_test,AD,,F,,0.66196,6.5134,5.2563,1.3139,11.394,2.235,0.56403,3.7189,3.6921,61.1428,17.3113,293.5499,5.229,6.1359,2.4015,2.6153,4.7688,9.7987,3.5482,4.4519,0.33872,7.1878,13.2137,7.33,9.5357,3.027,7.119,3.0114,23.6993,8.0952,5.6412,1.5831,4.4095,9.517,15.7392,4.0078,4.8221,4.7752,2.08,1.9859,6.5954,15.0284,4.1027,2.6832,14.1806,3.1129,3.2494,2.8625,16.6832,2.5849,5.3069,1.4542,19.4519,8.4787,10.9412,4.6918,12.9192,8.8713,9.5428,10.4928,4.9952,1.9292,6.5029,8.0,,AD,0.04755,,,,0.68265,5.3921,5.1134,1.2526,12.1829,2.7957,0.57889,3.9552,4.2284,61.7421,17.4458,300.9244,5.1454,6.5936,2.4117,2.5755,5.8776,9.4739,3.6083,4.58,0.35763,8.0131,13.0873,6.2042,10.6299,2.8493,7.0872,3.0691,23.1467,6.8947,5.6107,1.5659,4.4218,10.9811,16.7504,3.8629,5.2554,4.7587,1.7736,2.0607,6.1239,14.9955,3.8217,2.675,13.4065,2.9302,2.8813,2.6052,15.9763,2.5313,4.8227,1.4728,19.5882,8.6997,10.4337,5.5404,12.6887,9.0071,9.5374,10.7681,3.9961,1.7728,6.1194,,,,,,,,,,,,,,,56.0,,, +nG+MIL1T5AD009,1.7716,2.8467,,60-69y,AD,,,15.54,3.6568,2.3166,2.0712,1.3813,edsd_test,AD,,M,,0.3271,4.2821,4.0479,0.78003,7.8838,1.2637,0.35381,2.938,2.1122,41.3308,15.0376,211.5953,3.6034,3.713,1.4671,1.8104,3.0078,6.4074,1.8174,2.8161,1.6267,6.4138,9.4626,21.4466,6.3627,2.1157,3.9769,1.6445,15.3283,5.6435,3.4472,0.96896,2.2592,6.459,10.8127,3.6333,4.0357,3.1509,1.4222,1.5497,3.6375,8.5779,2.9658,2.2965,11.177,2.0182,2.4992,2.1321,10.2455,1.612,2.9205,1.1494,13.0667,4.7939,6.9655,3.0348,11.3991,5.9425,6.0853,6.9649,3.4668,1.4343,4.425,17.0,,AD,0.0659,,,,0.29097,3.7942,3.8813,0.77176,9.5628,1.5088,0.33543,3.1958,1.7904,41.0787,14.3029,214.5078,3.1196,4.1653,1.4693,1.8537,3.3659,6.7427,1.7813,2.9478,1.5198,6.3031,10.3594,17.864,7.1945,2.0659,3.815,1.6476,15.9057,4.7685,3.3353,1.0737,2.2443,6.8614,11.7478,2.8044,4.0098,3.3883,1.515,1.569,3.3466,8.3421,2.7705,2.0729,8.9721,1.6514,2.1817,1.7444,10.8173,1.3661,2.8896,1.0642,12.3623,4.7791,7.473,4.0145,8.7703,5.9782,5.7971,7.0902,3.6972,1.069,4.2118,,,,,,,,,,,,,,,67.0,,, +nG+MIL1T5AD010,1.8946,2.3804,,70-79y,AD,,,16.3066,4.3959,2.0749,1.8047,1.6263,edsd_test,AD,,F,,0.35158,3.7923,3.867,0.67411,6.4981,1.1509,0.32995,2.6807,2.4204,39.17,13.5418,167.2846,3.9781,4.1589,1.3351,1.5103,3.0729,5.8603,1.6468,2.6209,0.94534,4.7591,9.0866,23.1588,5.962,1.8717,4.0779,1.3864,16.0798,4.6551,3.1754,1.3547,2.627,5.9115,10.6656,2.5508,3.2641,2.7267,1.2007,1.2852,3.3203,8.1385,2.6495,2.2224,11.5959,1.8952,2.14,2.3019,14.0706,1.6488,3.1623,1.1367,12.2212,4.6449,6.9608,2.789,8.2836,5.8038,5.8214,6.3723,3.3172,1.4731,4.2195,26.0,,AD,0.06919,,,,0.29367,3.6232,3.4566,0.60861,8.1734,1.4545,0.31239,3.0008,2.5025,38.7047,13.1125,171.0863,3.7345,3.7473,1.1052,1.6169,3.1468,5.4139,1.688,2.6794,1.0499,5.3338,8.6314,22.9569,6.6954,1.8889,3.9147,1.3135,15.6446,4.3477,3.2287,1.0259,2.4473,6.511,10.6424,2.2858,3.2884,3.3687,1.2992,1.3159,2.9264,8.3521,2.293,2.2631,9.4345,2.0588,1.8718,2.0061,13.2372,1.6339,3.1384,1.0597,12.0196,4.441,6.6645,3.6263,9.3038,6.079,5.4951,6.1074,2.8802,1.3152,4.0164,,,,,,,,,,,,,,,79.0,,, +nG+MIL3T0MCI014,1.535,1.7228,,-50y,,,,23.3658,4.8712,2.8273,2.452,1.2541,edsd_test,,,M,,0.29998,4.1991,3.9609,0.72214,7.5833,1.2591,0.34336,3.0567,2.0219,51.1016,19.9391,240.4482,3.4475,4.3597,1.316,1.8822,2.5302,6.5742,1.8091,3.135,1.1214,5.0406,9.8194,8.6635,7.1178,2.1521,4.3332,1.5853,14.8729,5.0336,3.3416,0.73349,1.843,5.6612,12.8625,3.029,4.0298,2.9105,1.4606,1.7181,4.2617,10.7271,2.8032,2.1061,9.3536,2.1576,2.5272,2.1272,9.0831,1.7456,2.7149,1.2038,11.143,4.2436,7.7732,2.9176,9.6116,6.4992,7.2718,6.5208,3.1545,1.4946,5.3393,,,,0.07497,,,,0.30712,3.9057,3.637,0.71488,8.4879,1.3613,0.33996,2.2395,2.1408,53.3227,20.1528,249.6425,3.4186,3.5655,1.407,1.5911,3.1885,6.6888,1.8516,3.163,0.66079,5.3644,10.8862,8.2404,6.5453,1.73,4.1491,1.8007,15.2511,3.9653,3.5051,0.8214,1.7049,7.1482,12.7445,2.3718,4.0499,2.3161,1.2154,1.5444,3.4587,9.0214,2.516,2.1701,9.0473,1.9259,1.932,1.809,9.7805,1.6205,3.1365,1.1644,11.4221,3.9591,6.5489,3.8231,9.9673,6.2515,5.9457,6.7739,3.018,1.4022,4.9079,,,,,,,,,,,,,,,,,, +nG+MIL3T0MCI015,1.2064,1.8021,,70-79y,Other,,,19.1316,4.3138,2.3728,2.1741,1.1243,edsd_test,MCI,,F,,0.3531,4.5091,3.7082,0.7718,7.9547,1.3986,0.33463,2.6185,2.1533,45.9615,15.6508,223.5984,3.7674,4.2687,1.5263,2.0475,3.0894,6.5485,1.9565,2.7564,0.48694,5.0644,9.9019,12.7246,6.6889,2.2887,4.5033,1.7294,18.0381,5.2764,3.5669,1.1835,2.798,6.1601,12.3393,2.7173,3.6074,3.3721,1.4805,1.6013,3.9026,9.3387,2.7702,1.9738,9.5345,2.0319,2.2222,1.8964,12.7244,1.635,2.8304,1.1289,11.6385,5.3437,7.5909,2.7745,8.3007,6.9282,7.2052,7.4258,3.8071,1.3564,4.8012,27.0,,MCI,0.07026,,,,0.34773,3.987,3.4372,0.7972,9.6587,1.6609,0.32724,2.197,2.8534,47.8802,16.3949,233.9477,3.7112,3.7056,1.5594,1.721,3.3523,6.9781,2.078,2.9714,0.61565,5.9901,11.2782,11.6728,6.4405,2.0261,4.491,1.7598,17.2272,4.582,3.5211,0.76618,2.4657,7.6448,13.7493,2.1297,3.6682,3.2227,1.3761,1.4988,3.5588,9.2515,2.5917,2.1612,7.6447,2.0394,1.7636,2.0475,11.0944,1.8222,2.8402,1.0787,12.557,4.954,6.8314,3.7965,9.7064,7.2331,6.6309,8.0762,3.1503,1.527,4.5176,,,,,,,,,,,,,,,76.0,,, +nG+MIL3T0MCI016,1.7099,1.6168,,-50y,,,,15.5862,3.7736,2.0809,1.9834,1.8418,edsd_test,,,M,,0.36529,3.972,4.0682,0.66216,8.1956,1.3434,0.36046,2.7791,2.4052,41.5782,14.4498,201.0733,3.5037,4.2088,1.2692,1.9246,2.8694,6.2422,1.7495,2.5646,0.96842,5.3497,9.4202,16.1252,6.4052,2.2305,3.9488,1.4828,15.5124,5.1305,3.4512,0.99356,2.5555,5.5905,11.8768,2.7227,3.9653,2.937,1.5133,1.5513,3.8622,9.6145,2.5536,2.0964,9.4049,1.7409,2.4534,1.8767,10.6964,1.6524,3.5891,1.1133,11.7939,4.794,8.3502,3.1751,8.9179,6.8627,6.3151,6.2351,3.3725,1.1573,4.2973,,,,0.0684,,,,0.36092,3.9291,3.8771,0.60319,9.1247,1.4162,0.36231,2.5444,2.8072,40.8386,13.8782,210.0165,3.3731,3.7092,1.2108,2.0376,3.0341,6.1642,1.8231,2.7748,1.0422,5.6908,9.708,15.5524,6.6445,1.8575,4.3325,1.5862,15.5254,5.1316,3.1633,0.87777,2.0665,6.9133,13.1651,2.394,3.4384,3.341,1.4013,1.5107,3.6269,8.3795,2.2952,2.1889,9.2024,1.5756,1.8155,1.9643,10.105,1.577,3.4311,1.0548,12.1472,4.4572,6.609,3.8011,9.7912,6.5347,5.5724,6.7954,3.5397,1.3401,4.1675,,,,,,,,,,,,,,,,,, +nG+MIL3T0MCI017,1.7274,2.3245,,-50y,,,,20.5604,5.0087,2.275,2.2048,1.5282,edsd_test,,,M,,0.35447,5.1379,5.4519,0.82202,9.3894,1.6915,0.40662,3.0629,2.5628,41.2664,16.3152,242.4689,4.172,4.4845,1.5848,2.2851,3.0808,7.494,2.1218,3.2316,0.63498,6.1079,11.4929,15.2159,7.775,2.7886,5.5488,1.9423,19.1789,5.9314,4.3401,2.0477,4.3093,7.6082,14.1545,3.391,4.3338,3.2799,1.7543,1.7203,5.0554,12.2321,3.2771,3.0611,12.8651,2.6107,2.9716,2.7685,12.5137,2.2289,3.7922,1.4734,14.708,6.51,8.8502,3.1072,11.59,7.7407,8.0247,8.196,4.1063,1.6145,5.0079,,,,0.10157,,,,0.38218,4.5569,4.925,0.91267,10.7424,1.8993,0.40543,2.4736,2.8916,41.2298,17.0926,254.1394,4.2689,3.596,1.7571,2.2031,3.7726,7.7176,2.2933,3.598,0.62802,7.429,13.2069,11.9006,7.5873,2.356,5.506,2.1361,19.315,5.6932,4.2496,1.1132,2.7597,10.1498,16.6489,2.4932,4.5205,3.143,1.6892,1.7259,4.2871,10.3028,3.1579,3.0879,10.9437,2.5655,2.3994,2.5662,12.7377,2.0333,3.7198,1.3666,16.2564,6.7023,8.2785,4.0832,11.4824,8.049,6.8297,8.8573,3.6312,1.7211,4.8935,,,,,,,,,,,,,,,,,, +nG+MIL3T0MCI019,0.97219,2.0565,,60-69y,Other,,,15.8768,3.8657,2.4582,2.1246,1.2455,edsd_test,MCI,,F,,0.37405,4.6941,3.9462,0.77244,8.3233,1.5717,0.37365,3.1124,2.3536,44.3359,12.7122,190.1632,4.1142,4.4412,1.5962,1.9265,3.1181,6.9337,2.0985,2.8656,0.35424,5.9617,10.8522,13.301,7.2373,2.5188,4.7272,1.8063,17.2931,5.555,3.8787,1.0611,2.5861,6.5001,13.4861,2.8797,4.2739,3.5708,1.5862,1.4068,4.0902,9.983,3.0504,2.1742,11.0064,2.2416,2.5758,1.9869,12.5071,1.7894,3.2971,1.2233,12.9226,4.9899,8.4213,3.433,9.0157,7.0953,6.7574,7.624,3.7579,1.3868,4.3687,27.0,,MCI,0.07815,,,,0.3747,4.4824,3.6757,0.7373,9.467,1.6139,0.38035,2.8737,2.8101,45.4569,12.3822,199.8175,4.0855,4.2472,1.4203,1.9177,3.3057,7.337,1.9123,2.9519,0.45856,6.4091,10.9587,12.1702,6.8966,2.0355,4.8213,1.8392,16.202,5.1868,3.7851,0.95164,2.1619,8.0783,13.2057,2.6801,4.1772,3.53,1.4431,1.327,3.5604,9.6636,2.5914,2.1848,10.5304,2.1452,2.0841,1.8509,12.4595,1.853,3.2405,1.2483,13.268,5.5426,8.0328,4.6808,10.0134,6.7367,6.3268,7.36,3.365,1.4169,4.1014,,,,,,,,,,,,,,,60.0,,, 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+nG+ROS3T0HC006,1.3735,2.0553,,70-79y,CN,,,17.052,4.5285,2.3744,2.2638,1.2792,edsd_test,CN,,M,,0.36736,4.3084,4.0768,0.82347,8.0828,1.502,0.33087,2.9906,2.5483,45.4976,13.9549,222.2557,4.1069,4.211,1.5735,2.0529,3.2703,7.2682,1.9581,3.0054,0.5261,5.9553,11.6942,15.766,6.9805,2.3889,4.6652,1.5724,17.0816,6.0322,3.7478,0.94038,2.4715,6.4788,13.4569,3.0348,4.0231,3.2668,1.6267,1.563,4.1231,10.3557,2.9733,2.0142,11.3986,2.0867,2.4864,2.0326,11.9842,1.8303,3.4984,1.0635,14.2522,5.3664,7.6473,3.5773,10.3786,6.5064,6.6985,7.4329,3.7692,1.4327,4.5118,27.0,,,0.07533,,,,0.34004,3.4537,3.9291,0.83099,8.6234,1.7677,0.36317,3.0221,2.6076,45.0926,14.0187,221.8362,3.56,4.5585,1.6593,1.9544,3.5208,7.1771,1.9406,3.2428,0.6201,6.9569,10.6799,16.0833,7.4618,2.2328,4.2386,1.7171,17.6219,4.5062,3.6601,1.1113,2.6011,7.7103,13.0804,2.815,4.3228,2.8978,1.5676,1.5318,3.745,10.6434,2.8314,1.941,9.9975,1.8528,2.3864,1.6775,12.5557,1.6951,3.3505,1.0866,13.7717,5.4783,7.437,4.3767,10.198,6.9538,6.6463,7.3906,3.0725,1.181,4.1903,,,,,,,,,,,,,,,70.0,,, +nG+ROS3T0HC007,1.4994,2.2117,,60-69y,CN,,,19.5657,5.1891,2.7349,2.4159,1.2191,edsd_test,CN,,F,,0.35065,4.2723,3.7666,0.75571,9.3047,1.4608,0.32458,2.6745,2.7087,51.3749,16.6198,208.2046,3.6973,3.6652,1.4735,1.7916,3.0698,7.1853,1.861,2.9098,0.4371,5.8863,11.2569,13.0221,7.6062,2.2542,4.6872,1.619,19.0194,6.3498,3.5533,1.0437,2.7138,6.2086,14.6647,2.9513,4.3422,3.1566,1.2722,1.5958,4.0705,9.4207,3.1061,2.0545,10.8106,1.9119,2.3759,2.0075,11.894,1.65,3.4259,1.0429,13.1667,5.245,8.428,3.3276,9.4134,7.5846,6.9569,7.2938,3.2835,1.4168,4.8556,30.0,,,0.06923,,,,0.34514,3.9962,3.7171,0.72504,10.0486,1.6327,0.34711,2.7482,2.8485,53.3095,16.2603,208.3674,3.7881,4.1411,1.4599,1.8302,3.2631,7.3608,2.0011,3.1431,0.55701,6.5386,11.6078,11.8847,8.0202,2.0495,4.4169,1.5913,17.022,5.227,3.6406,1.0843,2.5435,6.7768,14.7833,2.6699,4.7147,2.9823,1.4095,1.5412,3.722,9.7114,2.8432,2.1433,10.098,1.9097,2.14,1.8823,12.5547,1.6802,3.3828,1.1238,13.233,5.4557,7.686,3.916,9.4088,7.422,6.908,6.9153,2.9698,1.3243,4.5223,,,,,,,,,,,,,,,69.0,,, +nG+ROS3T0HC008,1.1823,2.8853,,60-69y,CN,,,16.4464,4.341,2.5204,2.2913,1.1808,edsd_test,CN,,F,,0.40494,4.3886,3.9484,0.80109,9.325,1.424,0.34921,3.1403,2.6985,44.0165,13.9654,226.4608,4.2821,4.5407,1.5511,1.9355,3.0946,7.6979,1.8034,3.0738,0.37814,6.7557,11.5205,10.6412,7.8139,2.3409,4.4298,1.659,17.1072,6.1903,3.563,0.97321,2.3165,6.2714,14.4641,3.6186,4.7166,3.1457,1.5421,1.7106,4.3267,10.5771,3.0174,2.15,11.2567,2.5488,2.4101,2.2171,12.0597,2.1495,3.8012,1.1202,13.4974,5.1214,8.5303,3.9706,10.2242,6.5692,7.3652,7.1556,3.5866,1.7672,4.6137,28.0,,,0.07685,,,,0.38153,3.9888,3.919,0.83346,10.4985,1.6038,0.39472,3.198,2.8327,44.8116,13.9034,232.7685,4.1937,4.6443,1.6258,1.9638,3.173,7.5483,1.837,3.2033,0.43104,6.5161,11.3751,9.3603,8.1904,2.0704,4.3176,1.5766,17.2382,5.2024,3.704,1.0288,2.4053,7.1281,14.7813,3.0427,4.5988,3.4757,1.5239,1.6691,3.9742,10.554,2.6768,2.1406,10.65,2.5902,2.2809,2.011,12.0262,2.1254,3.9125,1.1264,14.486,5.0504,8.3967,4.3969,10.3266,7.6597,7.042,6.9358,3.5068,1.5547,4.4382,,,,,,,,,,,,,,,69.0,,, +nG+ROS3T0HC009,1.6791,1.7785,,70-79y,CN,,,17.6069,4.3582,2.7364,2.2275,1.4175,edsd_test,CN,,M,,0.34417,4.2776,3.9932,0.81958,8.5753,1.4283,0.34227,2.9589,2.4236,46.1667,15.9846,216.8382,4.1302,4.8578,1.6001,1.9267,3.2787,7.2071,1.8568,3.1406,0.54806,6.2385,10.9211,10.8498,7.0595,2.2064,4.5069,1.5537,18.0771,5.901,3.6814,0.99,2.6003,6.7256,13.909,3.2318,4.2388,3.2773,1.5249,1.5818,4.089,9.1172,3.2521,2.3191,10.394,2.3211,2.3643,2.2286,11.7937,1.8118,3.0787,1.1536,13.8829,5.3068,7.9473,3.7422,9.1237,7.3722,7.3494,7.4591,3.6839,1.6558,4.8195,27.0,,,0.07879,,,,0.33228,3.6599,3.9166,0.81466,9.4497,1.7181,0.35595,2.977,2.5722,46.6652,15.2168,221.7553,3.8488,4.9481,1.6091,1.8693,3.6165,7.1612,1.8402,3.2781,0.59586,6.3439,10.9034,10.6469,7.6887,2.0939,4.5526,1.5698,18.328,4.7816,3.6567,1.0032,2.3478,7.4986,13.799,2.7821,4.2997,3.179,1.4939,1.5605,4.063,10.0122,2.9582,2.2498,9.6913,2.1501,2.3719,2.0147,11.6556,2.0285,3.3229,1.1126,13.9392,5.0968,7.2607,3.7829,9.9159,7.5898,7.0073,7.2523,3.0846,1.4788,4.5496,,,,,,,,,,,,,,,74.0,,, +nG+ROS3T0HC010,1.8287,2.3463,,60-69y,CN,,,18.9336,4.41,2.522,2.0771,1.1571,edsd_test,CN,,F,,0.34978,5.0327,3.9407,0.91015,9.5276,1.5897,0.34107,3.2874,2.7928,46.8404,14.6229,208.5733,4.2802,4.4996,1.7455,1.9305,3.3237,7.1408,2.1122,3.3166,0.58428,6.2801,12.0395,20.9043,7.1991,2.3315,5.1993,1.7279,20.5201,6.0806,4.132,1.239,2.6742,7.0492,15.4195,3.1976,4.1683,3.5668,1.3778,1.5186,4.5837,11.4582,3.1881,2.4172,12.8986,2.1822,2.4356,2.3397,14.2938,1.9001,3.5296,1.119,14.8241,5.9413,8.8438,3.3271,11.9904,7.6945,6.9395,7.5882,3.9953,1.811,4.8595,29.0,,,0.0794,,,,0.36363,4.5993,4.025,0.90359,10.6153,1.7432,0.39845,3.2389,2.8806,46.9422,14.062,215.1196,3.9646,4.7458,1.744,1.9989,3.8415,7.7769,1.9592,3.4705,0.60023,7.1179,12.9681,14.8505,7.714,2.2262,4.69,1.7526,21.1619,5.4805,3.819,0.94817,2.3465,7.8601,16.5679,2.7447,4.2992,3.4766,1.6061,1.5012,4.4865,11.7274,3.0069,2.3294,11.6598,2.293,2.3426,1.9749,13.5552,1.9446,3.7425,1.2255,14.5201,5.538,8.4524,4.1918,9.9835,7.6223,6.8355,7.7771,3.6393,1.5421,4.663,,,,,,,,,,,,,,,67.0,,, diff --git a/tests/test_data/dementia_v_0_1/ppmi-test.csv b/tests/test_data/dementia_v_0_1/ppmi-test.csv new file mode 100644 index 000000000..2c8aac089 --- /dev/null +++ b/tests/test_data/dementia_v_0_1/ppmi-test.csv @@ -0,0 +1,101 @@ +subjectcode,_3rdventricle,_4thventricle,adnicategory,agegroup,alzheimerbroadcategory,apoe4,av45,brainstem,cerebellarvermallobulesiv,cerebellarvermallobulesviiix,cerebellarvermallobulesvivii,csfglobal,dataset,edsdcategory,fdg,gender,handedness,leftaccumbensarea,leftacgganteriorcingulategyrus,leftainsanteriorinsula,leftamygdala,leftangangulargyrus,leftaorganteriororbitalgyrus,leftbasalforebrain,leftcalccalcarinecortex,leftcaudate,leftcerebellumexterior,leftcerebellumwhitematter,leftcerebralwhitematter,leftcocentraloperculum,leftcuncuneus,leftententorhinalarea,leftfofrontaloperculum,leftfrpfrontalpole,leftfugfusiformgyrus,leftgregyrusrectus,lefthippocampus,leftinflatvent,leftioginferioroccipitalgyrus,leftitginferiortemporalgyrus,leftlateralventricle,leftliglingualgyrus,leftlorglateralorbitalgyrus,leftmcggmiddlecingulategyrus,leftmfcmedialfrontalcortex,leftmfgmiddlefrontalgyrus,leftmogmiddleoccipitalgyrus,leftmorgmedialorbitalgyrus,leftmpogpostcentralgyrusmedialsegment,leftmprgprecentralgyrusmedialsegment,leftmsfgsuperiorfrontalgyrusmedialsegment,leftmtgmiddletemporalgyrus,leftocpoccipitalpole,leftofugoccipitalfusiformgyrus,leftopifgopercularpartoftheinferiorfrontalgyrus,leftorifgorbitalpartoftheinferiorfrontalgyrus,leftpallidum,leftpcggposteriorcingulategyrus,leftpcuprecuneus,leftphgparahippocampalgyrus,leftpinsposteriorinsula,leftpogpostcentralgyrus,leftpoparietaloperculum,leftporgposteriororbitalgyrus,leftppplanumpolare,leftprgprecentralgyrus,leftptplanumtemporale,leftputamen,leftscasubcallosalarea,leftsfgsuperiorfrontalgyrus,leftsmcsupplementarymotorcortex,leftsmgsupramarginalgyrus,leftsogsuperioroccipitalgyrus,leftsplsuperiorparietallobule,leftstgsuperiortemporalgyrus,leftthalamusproper,lefttmptemporalpole,lefttrifgtriangularpartoftheinferiorfrontalgyrus,leftttgtransversetemporalgyrus,leftventraldc,minimentalstate,montrealcognitiveassessment,neurodegenerativescategories,opticchiasm,parkinsonbroadcategory,pib,ppmicategory,rightaccumbensarea,rightacgganteriorcingulategyrus,rightainsanteriorinsula,rightamygdala,rightangangulargyrus,rightaorganteriororbitalgyrus,rightbasalforebrain,rightcalccalcarinecortex,rightcaudate,rightcerebellumexterior,rightcerebellumwhitematter,rightcerebralwhitematter,rightcocentraloperculum,rightcuncuneus,rightententorhinalarea,rightfofrontaloperculum,rightfrpfrontalpole,rightfugfusiformgyrus,rightgregyrusrectus,righthippocampus,rightinflatvent,rightioginferioroccipitalgyrus,rightitginferiortemporalgyrus,rightlateralventricle,rightliglingualgyrus,rightlorglateralorbitalgyrus,rightmcggmiddlecingulategyrus,rightmfcmedialfrontalcortex,rightmfgmiddlefrontalgyrus,rightmogmiddleoccipitalgyrus,rightmorgmedialorbitalgyrus,rightmpogpostcentralgyrusmedialsegment,rightmprgprecentralgyrusmedialsegment,rightmsfgsuperiorfrontalgyrusmedialsegment,rightmtgmiddletemporalgyrus,rightocpoccipitalpole,rightofugoccipitalfusiformgyrus,rightopifgopercularpartoftheinferiorfrontalgyrus,rightorifgorbitalpartoftheinferiorfrontalgyrus,rightpallidum,rightpcggposteriorcingulategyrus,rightpcuprecuneus,rightphgparahippocampalgyrus,rightpinsposteriorinsula,rightpogpostcentralgyrus,rightpoparietaloperculum,rightporgposteriororbitalgyrus,rightppplanumpolare,rightprgprecentralgyrus,rightptplanumtemporale,rightputamen,rightscasubcallosalarea,rightsfgsuperiorfrontalgyrus,rightsmcsupplementarymotorcortex,rightsmgsupramarginalgyrus,rightsogsuperioroccipitalgyrus,rightsplsuperiorparietallobule,rightstgsuperiortemporalgyrus,rightthalamusproper,righttmptemporalpole,righttrifgtriangularpartoftheinferiorfrontalgyrus,rightttgtransversetemporalgyrus,rightventraldc,rs10498633_t,rs11136000_t,rs11767557_c,rs1476679_c,rs17125944_c,rs190982_g,rs2718058_g,rs3764650_g,rs3818361_t,rs3851179_a,rs3865444_t,rs610932_a,rs744373_c,subjectage,subjectageyears,tiv,updrshy,updrstotal +3002,0.78566,1.9478,,60-69y,Other,,,16.7977,5.0939,2.5279,2.1937,0.97229,ppmi_test,,,F,,0.46891,3.9426,4.1199,0.74512,8.1877,1.3769,0.37959,2.7419,3.1572,45.0208,13.8492,205.8855,3.7015,3.8155,1.5019,1.817,3.1658,7.0922,1.8926,2.7112,0.29354,5.9914,10.4297,10.0331,6.8603,2.1743,4.0499,1.5535,17.2116,6.2901,3.8216,1.0567,2.4909,5.7521,13.0711,2.9726,4.2783,3.5933,1.3817,1.2961,3.6547,8.4431,2.9357,2.2902,10.9701,2.058,2.6024,2.1217,11.5609,1.7442,4.4966,1.0554,14.7205,4.6399,8.4316,4.0416,9.934,6.7656,7.2936,7.2938,4.0363,1.556,4.1078,,,PD,0.06991,PD,,PD,0.40065,3.4293,4.2676,0.81422,9.5353,1.8214,0.36516,2.2261,3.2016,46.4781,13.1547,207.5885,3.0843,4.5686,1.6417,1.9189,3.1807,7.5087,1.8479,2.9453,0.37972,5.4833,11.0018,9.969,7.3979,2.2638,3.785,1.468,17.6043,4.5637,3.7742,1.1012,2.365,6.3276,13.4596,2.2143,3.9344,3.7198,1.4784,1.4238,3.232,9.4682,2.9324,2.2213,9.1324,1.5971,2.5092,1.8896,11.5443,1.5911,4.1502,0.96041,13.4548,4.3556,7.2331,4.3,11.0538,6.6384,6.9832,7.3991,3.653,1.2384,4.0861,,,,,,,,,,,,,,,68,,, +3003,0.70634,1.4149,,50-59y,Other,,,18.8144,4.8504,2.7963,2.4718,1.0551,ppmi_test,,,F,,0.42414,4.7592,4.6446,0.88374,8.8094,1.7739,0.3608,3.4575,2.8888,49.8007,17.0369,237.1451,4.1169,5.7165,1.7771,1.9599,3.6868,7.2091,2.1963,3.262,0.41392,6.8988,11.7381,10.5334,7.3989,2.5098,4.3592,2.0105,17.9218,5.7124,4.1338,1.0796,2.6269,7.5057,13.6705,3.3304,4.311,2.973,1.4906,1.6895,3.8676,10.649,3.3572,2.3948,10.5754,2.5932,2.6007,2.2229,11.2236,2.1353,4.2143,1.1897,15.715,5.5834,8.7208,3.8509,10.5386,6.9638,8.2213,8.8323,3.4585,1.7541,4.9323,,,PD,0.07112,PD,,PD,0.41496,4.1622,4.3754,0.93435,10.6909,1.9488,0.38948,3.4218,3.1286,49.391,16.4465,245.1252,4.04,4.9005,1.8555,2.0653,3.9736,7.3204,2.1516,3.6861,0.687,5.8623,11.8012,9.4373,7.9883,2.3501,4.1112,2.0056,17.4786,5.2543,4.0317,1.1209,2.9608,8.3898,14.2303,2.7282,4.0478,3.0733,1.7293,1.676,3.8888,10.6686,3.2946,2.4348,9.4945,2.2886,2.3251,2.1188,11.5155,1.9195,4.2584,1.1261,17.1819,6.0782,7.3319,4.5152,10.3048,6.8112,8.0186,9.2169,3.9163,1.6133,4.8219,,,,,,,,,,,,,,,57,,, +3006,1.6978,2.6503,,50-59y,Other,,,19.5934,5.1491,2.9064,2.2324,1.4589,ppmi_test,,,F,,0.50842,4.9931,5.2245,1.0426,10.8393,1.7158,0.41953,3.7442,3.882,50.2635,17.3102,252.035,5.1058,4.7973,1.9843,2.2612,3.6727,8.8097,2.2764,3.8074,0.46859,6.8876,13.2179,14.8598,8.5114,2.4871,4.7589,1.8205,19.5254,6.8585,4.4324,1.1978,2.8388,7.2565,16.1338,2.8931,4.4697,3.8513,1.6679,1.7575,4.9592,12.3662,3.9478,2.9032,12.7062,3.2408,2.9087,2.8266,12.5679,2.6846,4.9915,1.2353,16.8389,5.5119,10.1432,3.3122,12.1795,7.8187,9.2073,8.3527,3.8347,2.0306,5.5158,,,PD,0.094512,PD,,PD,0.46467,4.7222,4.4755,1.0481,12.2653,1.9469,0.41912,3.7034,4.1978,50.7144,15.3622,255.5652,4.6666,5.1258,2.0063,2.0253,4.0182,8.979,2.0536,4.0418,0.47667,6.6365,14.1972,14.5174,8.5762,2.4649,4.9885,1.7502,20.9483,6.2086,4.1142,0.89265,2.5665,7.5858,17.2811,2.2601,4.5426,4.204,1.5467,1.744,4.6461,12.0287,3.4757,2.7328,11.1438,2.898,2.559,2.3333,12.9004,2.3028,4.8593,1.1875,15.1022,5.2112,9.154,4.3286,11.826,7.8976,8.74,8.6202,4.0094,1.8391,5.0274,,,,,,,,,,,,,,,58,,, +3010,1.1631,3.2283,,-50y,Other,,,21.8966,5.8173,3.5113,2.6962,0.86965,ppmi_test,,,M,,0.54918,5.9127,5.429,1.2276,12.5715,2.0765,0.47299,3.6362,3.4117,64.8844,19.9506,269.6659,5.0349,5.8376,2.3462,2.4536,4.5689,9.4796,2.5871,4.0526,0.44339,7.5331,13.681,10.9408,8.9474,3.1766,5.7512,2.2885,23.1164,8.5086,4.8851,1.1222,3.0155,9.3701,16.2422,3.8163,5.5587,3.9889,1.933,1.7259,5.6089,13.3717,4.0402,2.742,14.0143,3.1786,2.8936,2.658,14.6189,2.92,5.7811,1.5045,17.2036,6.5322,10.909,4.4339,13.9575,9.8794,9.8338,10.1401,5.2264,2.2219,5.7318,,,PD,0.086514,PD,,PD,0.52319,4.6852,4.8631,1.1759,13.1092,2.1265,0.47444,4.0351,3.5588,64.6082,18.4275,269.7744,4.7286,6.675,2.2552,2.2014,4.9537,9.2883,2.4884,4.1565,0.55856,8.0831,14.0469,10.715,9.725,2.7632,5.4853,2.2549,21.7646,6.9704,4.3785,1.2481,3.3688,10.3226,17.7432,3.4019,5.3234,3.8831,1.9836,1.7214,4.8379,14.0082,3.7069,2.7284,13.1819,2.7288,2.801,2.3508,15.0312,2.4548,5.5096,1.4029,18.7379,6.2147,9.8111,5.7452,11.9943,9.822,9.5161,10.7881,4.9714,1.8584,5.4931,,,,,,,,,,,,,,,47,,, +3012,1.513,2.7912,,50-59y,Other,,,18.0099,5.4806,2.969,2.543,1.5119,ppmi_test,,,M,,0.4796,5.9637,4.9949,1.0629,10.9682,1.9343,0.4166,4.4044,3.559,53.9612,15.1934,265.0425,4.6987,6.092,2.0932,2.3903,4.0827,8.6016,2.3601,3.5986,0.43556,7.0165,13.0326,16.3293,9.0999,2.8032,6.0791,2.1519,23.6773,6.9989,4.4554,1.4547,3.1051,7.9739,15.9552,3.5092,4.8801,4.0314,1.6766,1.4181,5.7595,14.4253,3.7763,2.9552,13.7485,3.3041,2.7359,2.7583,16.9217,2.711,5.2532,1.3135,19.001,5.8491,11.3984,4.4468,14.0336,8.7051,8.3176,9.1528,4.6942,2.238,4.8249,,,PD,0.090736,PD,,PD,0.45382,5.1561,4.7482,1.0426,12.8141,2.1888,0.42683,3.8453,3.5801,56.2671,15.2069,270.1043,4.8458,6.1161,2.214,2.1706,4.7861,9.2858,2.5406,3.7444,0.535,7.2332,14.1687,13.3062,9.4182,2.8322,5.739,2.253,23.6114,5.9776,4.6305,1.2495,3.0169,9.7444,17.7369,2.6657,4.9049,4.0607,1.6998,1.4267,5.3521,13.8241,3.5588,2.7584,11.8066,3.0291,2.7405,2.5196,15.8683,2.6866,4.9174,1.2701,18.7371,6.2129,10.2798,4.7935,13.5725,9.627,8.2611,9.8891,4.1926,2.0217,4.5701,,,,,,,,,,,,,,,59,,, +3014,2.272,1.7575,,60-69y,Other,,,18.8698,4.4552,2.5023,2.0577,1.5623,ppmi_test,,,M,,0.48611,4.9419,4.8161,0.88998,8.9313,1.6353,0.42986,3.2845,4.0019,47.421,17.058,246.3078,4.4024,4.9054,1.6674,2.2205,3.4887,7.5548,2.1526,3.331,0.82581,6.9731,11.6664,24.982,7.4104,2.7383,4.8085,1.7818,18.8967,5.9536,4.1158,1.0842,2.606,7.1271,13.6165,3.2635,4.4668,3.4533,1.776,1.7681,4.4963,11.7868,3.2913,2.4095,11.3023,2.9379,2.811,2.3512,12.2753,2.4372,5.0922,1.2951,15.188,5.6418,9.1108,3.2712,10.8352,7.152,8.389,7.5351,4.1858,2.0982,5.3015,,,PD,0.075864,PD,,PD,0.45267,4.5167,4.5334,0.89152,10.2423,1.8574,0.44872,3.2584,4.05,47.1998,17.7573,241.9878,4.3014,5.0818,1.7309,2.1672,4.0582,7.7894,2.3553,3.5128,0.90356,5.8587,12.2844,17.521,7.984,2.5461,4.6228,2.0189,19.0146,4.4219,4.0713,0.96055,2.7328,8.6859,13.8249,2.2415,4.0098,3.4162,1.9675,1.7389,4.321,11.9684,3.0557,2.3968,8.8154,2.6745,2.6076,2.2245,11.6644,2.097,4.5473,1.2599,14.4608,5.3892,8.1044,3.9457,10.0598,7.4365,7.9657,8.0291,4.5033,1.6248,5.0853,,,,,,,,,,,,,,,68,,, +3018,1.3365,1.763,,60-69y,Other,,,17.9565,5.1811,2.6952,2.3814,1.0074,ppmi_test,,,F,,0.42856,4.3695,4.2657,0.90251,9.3416,1.4317,0.39612,3.2926,3.3127,47.3415,16.131,213.4359,3.648,4.1662,1.7135,1.898,3.4051,7.1955,1.8246,3.3297,0.47491,5.5818,10.1056,19.4145,7.629,2.3811,4.3276,1.7932,16.9974,5.7115,3.4928,0.93544,2.3648,6.5882,13.0013,2.9332,4.0194,3.3376,1.4949,1.4384,4.7382,11.2103,3.2882,2.37,9.7578,2.1755,2.3408,2.1524,10.2955,1.7857,4.2608,1.132,14.7124,4.5159,8.2818,3.7043,10.2349,6.593,7.1046,7.0806,3.9554,1.4416,4.6913,,,PD,0.077424,PD,,PD,0.3679,3.8135,3.7995,0.90413,10.4941,1.5837,0.37927,3.0391,3.2689,47.8663,16.7403,219.7398,3.6453,4.4754,1.8324,1.8684,4.0099,7.4332,2.0812,3.5263,0.65311,6.3767,10.9302,14.3156,7.9163,2.0369,4.1621,1.8545,17.1139,4.8194,3.501,1.0795,2.2746,7.6155,13.5332,2.0808,4.0724,3.3771,1.3059,1.4144,4.2886,10.5281,2.9704,2.0827,9.7463,2.074,2.0621,1.9104,10.5008,1.6909,3.8014,1.1065,13.767,4.8761,7.5907,3.2519,9.3398,6.7452,7.0127,7.2853,3.637,1.4418,4.3755,,,,,,,,,,,,,,,61,,, +3020,1.347,2.0197,,70-79y,Other,,,18.863,4.8498,2.4644,2.2237,1.0837,ppmi_test,,,F,,0.43502,4.11,4.651,0.64553,9.5352,1.4581,0.35504,2.9426,3.0823,46.4212,16.3355,214.5128,4.429,4.8445,1.3246,2.0386,3.218,7.5493,1.918,2.7265,0.48311,6.3844,11.7299,11.0642,7.1588,2.2456,3.9978,1.6809,17.4732,6.6001,3.619,0.90853,2.2895,6.0401,13.5091,3.1547,4.4342,3.5025,1.5064,1.3291,4.0022,10.2527,2.8297,2.555,10.3387,2.7215,2.5803,2.4031,11.2138,2.3156,4.1779,1.0568,13.6517,4.7705,9.4471,4.1527,10.5305,6.6794,7.4296,7.2005,3.6481,2.1935,4.326,,,PD,0.073969,PD,,PD,0.42294,3.5392,4.2816,0.7325,10.1844,1.6139,0.35946,2.5477,3.5602,47.0554,16.8263,218.5406,4.111,4.1828,1.5023,1.9608,3.4421,7.937,1.7641,3.2135,0.5486,5.8914,12.217,9.8061,7.4076,2.0736,3.9409,1.6283,17.3039,4.8744,3.3695,1.2688,2.3944,6.6704,14.0775,2.5546,3.9497,3.2309,1.4381,1.33,3.8699,10.106,2.835,2.5121,10.3564,2.4893,2.2097,2.2151,11.6489,2.2506,4.3232,0.9772,13.6925,4.5611,9.1318,4.1564,9.8433,6.679,7.1778,7.7831,2.9409,1.8952,4.3186,,,,,,,,,,,,,,,74,,, +3021,1.1005,1.5468,,60-69y,Other,,,19.6255,5.425,2.941,2.6239,1.2672,ppmi_test,,,F,,0.49632,5.1418,4.5987,0.90906,10.9945,1.8965,0.4252,3.7668,3.2585,54.2977,18.5387,265.2231,4.1079,4.8365,1.7197,2.0496,3.788,8.3205,2.2949,3.6913,0.38852,6.7941,12.09,14.7158,8.3618,2.8286,4.7806,2.1186,19.56,6.7081,4.8346,0.95465,2.5047,7.62,14.5789,3.2639,4.6102,3.323,1.7389,1.6897,4.7661,12.2473,3.3167,2.4417,11.3656,2.5347,2.9168,2.3848,11.9695,1.8964,4.7061,1.2642,15.118,5.0335,9.0351,3.8901,12.3028,7.4879,8.8205,7.9211,3.9745,1.6915,5.1742,,,PD,0.085419,PD,,PD,0.44285,4.3666,4.1995,0.96636,10.5612,2.1822,0.40724,4.2519,3.6986,52.7111,17.4776,269.1825,4.4049,5.4409,1.8291,2.0319,4.1679,7.9721,2.2785,3.9878,0.57868,6.4511,11.6967,14.641,8.7498,2.821,4.586,2.1512,20.9201,5.849,4.4708,0.95905,2.5677,8.0565,14.6947,2.5721,4.5214,3.8237,1.6794,1.8132,4.4214,12.5726,3.0194,2.3776,9.9608,2.3465,2.6935,2.0629,11.7994,1.9508,4.5008,1.2188,15.3423,5.0583,8.9476,4.3798,11.2655,7.6647,8.1095,7.7184,4.0946,1.5773,4.9077,,,,,,,,,,,,,,,64,,, +3023,1.0681,2.1588,,70-79y,Other,,,17.6117,4.5033,2.5653,2.1788,1.7072,ppmi_test,,,F,,0.41455,4.1528,4.8155,0.79078,9.6073,1.3886,0.38089,3.0309,2.8821,49.0304,16.7067,223.2084,4.1027,3.9307,1.6024,2.1164,3.1976,7.4678,1.9821,3.0217,0.41871,6.3077,11.3421,18.419,7.352,2.4102,4.0779,1.622,17.8559,6.7203,3.7405,0.94758,2.239,6.4765,14.1912,2.9236,4.3911,2.9792,1.552,1.4772,4.0161,9.8845,3.1199,2.5227,9.494,2.4819,2.4903,2.3721,10.5112,1.9736,4.4735,1.2314,13.2078,5.2197,8.7635,3.309,9.3332,7.3501,7.5489,7.1102,3.1277,1.5977,4.6629,,,PD,0.065208,PD,,PD,0.39448,4.0703,4.4325,0.73566,11.5917,1.6254,0.39636,3.3928,3.225,48.2486,15.6525,224.7542,4.1377,4.6236,1.5,1.9046,3.7061,7.5507,1.9973,3.1656,0.51008,6.4552,12.0842,18.3887,7.7283,2.409,4.2346,1.6503,17.4918,5.9467,3.7593,0.98358,2.1873,6.61,13.7469,2.639,4.0378,3.3024,1.6077,1.5283,3.7608,9.9879,2.8222,2.4459,8.5794,2.2057,2.3368,2.1677,10.2877,1.7806,4.3479,1.2304,12.5382,4.9143,8.3118,4.0466,9.3138,6.8565,6.8892,7.0203,3.2595,1.6676,4.2708,,,,,,,,,,,,,,,71,,, +3000,1.5408,2.1073,,60-69y,Other,,,17.0275,4.3623,2.5513,2.0792,1.0531,ppmi_test,,,F,,0.42295,4.7818,4.3755,0.72961,9.0991,1.7231,0.36447,3.8574,2.9553,46.326,15.1477,217.8273,3.9289,4.9268,1.4697,1.9251,3.5624,7.1659,2.2454,2.8577,0.47686,6.5718,10.4832,12.8863,7.6066,2.5401,4.7447,1.9757,17.27,6.9347,4.0345,1.1313,2.8536,6.7974,13.2697,3.8009,4.4925,3.4429,1.602,1.3898,3.856,10.524,3.1148,2.2019,11.7897,2.0935,2.5472,2.3841,13.1285,1.9667,4.2663,1.1302,14.7688,5.5124,8.7953,4.2917,10.9083,7.4066,8.1938,6.6028,3.613,1.5249,4.6107,,,,0.075815,CN,,HC,0.39315,4.2525,4.4301,0.87853,9.4215,1.8398,0.39227,3.8864,3.1561,47.2827,13.5896,228.7397,3.9163,5.1056,1.702,2.2204,4.03,7.8255,2.2215,3.4384,0.49847,6.1253,11.2199,11.2383,8.4326,2.3592,4.5245,1.9808,18.5349,5.287,3.6738,1.0658,2.6571,7.842,13.3511,2.8568,4.5935,3.4801,1.6973,1.4925,3.8036,10.8601,3.1312,2.5707,10.2395,2.3977,2.3724,2.1441,12.1233,2.2582,4.4527,1.1,14.6958,5.2549,8.6937,4.9389,11.1772,7.4694,7.6877,7.4092,3.6246,1.7507,4.5081,,,,,,,,,,,,,,,69,,, +3004,0.78028,2.2172,,50-59y,Other,,,19.9529,4.4344,2.3932,2.028,0.84713,ppmi_test,,,M,,0.49037,5.1422,4.4927,0.91956,9.4924,1.7842,0.41248,3.2864,2.8477,46.6203,16.8698,245.4973,3.9031,4.8035,1.7668,1.9554,3.3876,7.5607,2.2443,3.0953,0.51287,6.5423,11.5408,8.7818,7.2092,2.5456,5.0694,1.9201,17.5227,6.1384,4.3197,1.1419,2.7274,7.1946,14.4446,3.4075,4.3349,3.214,1.4943,1.5028,4.3516,11.3416,3.0868,2.1904,13.4506,2.3456,2.754,2.1927,13.8948,1.9646,4.8357,1.117,15.4257,5.4653,10.4508,3.4262,12.0258,7.3729,8.1529,8.2254,3.6043,1.4081,4.8534,,,,0.067785,CN,,HC,0.4101,4.4275,4.5781,0.92446,11.0487,1.9266,0.38701,3.0077,3.1071,47.2527,16.0287,250.2958,4.3329,4.5921,1.8495,2.1474,3.6326,7.9543,2.0322,3.3378,0.56437,6.2556,12.1681,10.084,7.9226,2.4608,4.519,1.7466,17.8538,4.9627,3.8419,0.97003,2.5738,8.5072,15.093,2.5223,4.6741,3.9432,1.733,1.5108,4.2235,11.1836,2.9971,2.3686,10.839,2.6362,2.5906,2.0153,13.1054,2.124,4.5396,1.0136,15.199,5.8855,10.1937,4.0256,12.978,7.6767,7.9172,8.471,3.6931,1.6209,4.5902,,,,,,,,,,,,,,,59,,, +3008,1.0525,2.0744,,+80y,Other,,,15.372,4.125,2.0127,2.143,1.31,ppmi_test,,,F,,0.39859,3.6124,4.2347,0.78341,8.3391,1.4789,0.34437,2.815,3.1231,43.1852,13.1095,165.3161,4.1141,4.5687,1.5938,1.9097,2.9552,6.7951,1.7801,2.8247,0.57953,6.1222,9.9317,17.3659,7.5639,2.103,3.7983,1.4502,15.2861,5.1882,3.5706,0.94952,1.9479,5.3863,11.2602,2.7992,4.313,3.2637,1.3251,1.0344,3.7495,9.4736,2.9509,2.2176,9.1164,2.2624,2.4788,2.2452,8.894,1.763,4.1048,0.98504,13.5215,4.0906,8.4279,3.0045,8.4077,6.072,6.2642,7.2087,3.1337,1.5076,3.7067,,,,0.059932,CN,,HC,0.35958,3.1506,3.8089,0.72432,9.3616,1.5266,0.33696,3.1764,3.315,44.664,12.9228,165.273,4.1243,4.9872,1.4465,2.0035,3.0834,7.1634,1.6389,2.9296,0.74663,6.0328,10.3459,17.696,7.7244,1.8827,3.7637,1.4091,14.8053,4.9179,3.3216,0.835,2.0828,5.8903,11.9352,2.3108,4.2622,3.092,1.4989,1.0464,3.3391,9.4201,2.6811,2.4394,8.2528,2.1589,2.1159,1.8901,9.5159,1.9284,4.0676,0.95185,12.8344,4.3159,8.2321,3.9963,7.5743,6.6097,5.8133,7.048,3.158,1.418,3.5722,,,,,,,,,,,,,,,82,,, +3011,0.90359,2.0293,,-50y,Other,,,19.0746,5.0769,3.2155,2.4167,0.97802,ppmi_test,,,M,,0.60143,5.8239,5.5466,0.96591,9.7962,2.1516,0.47749,3.5113,3.9408,55.5577,17.2516,238.6963,4.5024,4.6177,1.787,2.4325,3.9363,8.2008,2.4487,3.6157,0.39009,7.4684,12.2951,12.3156,8.0448,3.0849,5.1992,2.4548,21.2241,6.9136,4.5606,1.1532,2.7815,7.9784,14.7614,3.7116,4.7572,4.3595,1.9191,1.7539,4.5538,11.5527,3.4736,2.8921,12.552,2.6552,2.9891,2.741,14.2442,2.0966,5.6493,1.3108,15.6079,5.5491,9.5611,3.9188,11.1705,7.5713,8.9189,7.9491,5.247,1.8125,5.363,,,,0.066501,CN,,HC,0.52124,4.8743,4.9292,0.93124,11.7129,2.1961,0.46117,3.5286,3.9837,56.8859,17.7058,245.8464,4.3187,5.0175,1.771,2.0884,4.8267,8.2835,2.6567,3.496,0.39139,6.8191,12.307,9.2822,8.5089,2.7113,5.2559,2.3623,22.0913,6.0344,4.6342,1.1869,3.0372,9.1192,15.2528,2.4183,4.8411,3.8156,1.7069,1.7104,4.1709,11.4607,3.1322,2.8512,13.2975,2.5719,2.5893,2.3877,14.9035,2.0832,5.3428,1.2443,16.6747,5.9035,9.5123,4.8242,10.1691,8.1328,8.6845,8.7191,4.0101,1.7321,5.0926,,,,,,,,,,,,,,,32,,, +3013,1.5712,2.294,,70-79y,Other,,,21.031,5.3384,2.6647,2.653,1.239,ppmi_test,,,F,,0.43149,4.6651,3.9753,0.90523,9.7223,1.6622,0.36199,3.0996,3.0697,48.9035,17.9465,277.1282,4.057,4.3213,1.653,1.8522,3.2801,6.8303,2.2665,3.3268,0.4378,6.0063,10.9434,11.6774,7.1131,2.4058,4.7829,1.8114,20.2973,6.5482,4.2407,1.1109,2.7252,6.9992,14.5352,3.1403,4.055,3.2028,1.3891,1.6629,4.586,11.2994,3.126,2.178,10.0252,2.5856,2.6423,2.2812,10.9342,2.1214,4.0386,1.1776,14.2796,5.9897,8.5291,2.9796,10.2452,7.3004,8.1648,7.3132,3.21,1.6535,5.1545,,,,0.071791,CN,,HC,0.40954,4.2656,3.7528,0.90469,10.4957,1.8817,0.38147,3.0492,3.428,49.3611,17.5275,282.4774,4.1581,4.962,1.6526,1.8832,3.8219,6.9291,2.2045,3.5089,0.58962,5.5375,11.4703,10.2758,7.3,2.297,4.6693,1.7185,18.8735,4.9148,4.0056,1.064,2.624,7.9861,13.7713,2.108,3.7834,3.5652,1.4096,1.6983,4.127,10.9641,2.8966,2.2934,9.3078,2.6721,2.3267,2.1508,11.6766,2.3132,3.8,1.1758,14.8219,5.702,7.9216,3.5275,9.9651,7.7418,7.753,7.6174,3.1704,1.5713,4.823,,,,,,,,,,,,,,,79,,, +3016,0.83838,1.7328,,50-59y,Other,,,17.3605,5.1052,2.6336,2.2396,1.3382,ppmi_test,,,M,,0.46675,4.852,4.6461,0.95581,9.6285,1.8145,0.42065,3.7735,3.3903,45.8946,15.9847,222.1883,4.5167,4.9241,1.8112,2.2196,3.7508,8.0795,2.2098,3.2937,0.59623,7.4733,12.3197,17.9206,8.1965,2.601,5.1396,2.0615,19.42,7.2973,4.328,1.1425,2.8288,7.3768,15.5869,3.6059,4.4932,3.7871,1.5782,1.4628,4.8442,11.8042,3.3362,2.4442,13.0858,3.3682,2.8452,2.4216,13.2261,2.5752,4.8432,1.1562,15.3037,5.2376,10.7737,4.2218,11.4879,7.8347,8.2204,8.3508,4.2032,1.9908,4.7151,,,,0.075511,CN,,HC,0.4318,4.6629,4.5423,0.9582,12.0832,2.1974,0.41905,3.8464,3.4878,46.7869,15.4976,219.6882,4.2006,5.9545,1.8845,2.2767,4.0644,8.4799,2.2916,3.5531,0.56175,7.4712,12.9407,9.8247,8.6972,2.6515,5.1442,1.8714,19.9599,5.7462,4.3666,0.90009,2.2876,7.8418,15.6683,2.9542,4.4711,3.8576,1.8196,1.3799,4.6132,12.3726,3.0685,2.3338,10.5677,2.5671,2.6277,2.0965,12.6178,2.3146,4.8314,1.1214,14.5499,4.9442,9.1055,4.8781,11.395,7.4577,7.8836,8.2111,4.0856,1.7583,4.3781,,,,,,,,,,,,,,,57,,, +3029,1.726,1.6579,,60-69y,Other,,,17.8238,5.0851,3.0529,2.3906,1.6563,ppmi_test,,,M,,0.47804,4.4014,3.5426,1.0941,10.4381,1.4627,0.39766,2.759,3.2797,42.9119,23.4458,242.8902,3.4596,4.7795,1.9562,1.5031,3.5629,7.6452,1.9645,3.7555,0.5322,6.8612,11.0529,16.6384,8.1685,2.184,5.3783,1.6703,18.7718,6.4114,2.8641,1.1766,2.5459,6.6176,15.1712,3.0283,4.6056,2.8544,1.2696,1.2955,4.1238,11.3684,3.4092,1.811,10.8166,2.3609,1.8929,1.8507,10.9892,2.2011,4.3095,1.2715,14.4347,5.8632,10.5071,3.8943,11.2331,7.9726,5.8644,8.8288,3.5643,1.3058,5.0266,,,,0.044979,CN,,HC,0.47039,3.8445,3.6633,1.195,11.2514,1.2727,0.47075,2.9366,3.37,42.1856,23.8222,251.9781,3.106,4.7372,2.0146,1.749,3.3964,6.8701,1.9111,4.0175,0.52148,7.1687,11.1157,15.6519,8.1423,2.0571,4.3752,1.6883,17.7065,5.6837,2.6767,1.0644,2.2826,7.509,15.569,2.433,3.9934,3.1587,1.4635,1.3786,3.6177,11.3361,3.221,2.1196,10.1996,2.1083,1.8375,1.6207,10.9996,1.9755,4.544,1.1963,13.1842,4.8008,8.3495,3.7159,10.7125,7.7667,6.0445,7.8072,3.3324,1.3016,4.8778,,,,,,,,,,,,,,,66,,, +3053,1.0652,1.8505,,60-69y,Other,,,18.3244,4.5258,2.4085,2.3038,1.1102,ppmi_test,,,M,,0.45027,4.5102,4.7538,0.89216,9.4759,1.6142,0.3709,2.7501,3.1477,45.5448,14.85,204.5036,4.0684,4.1175,1.7713,1.9874,3.7507,7.7109,2.1513,3.0578,0.49335,6.8198,12.0833,14.3529,6.9737,2.6139,4.579,1.9259,19.8864,6.5777,4.2056,0.9427,2.4186,7.0804,14.9813,3.2224,4.1655,2.9739,1.7838,1.3541,4.4673,10.3369,3.1977,2.676,11.2264,2.2488,2.8628,2.1721,12.8275,1.772,3.9897,1.1628,14.3066,4.8795,8.9738,3.2301,10.5564,7.107,7.658,8.1604,3.9979,1.4028,4.5019,,,,0.073838,CN,,HC,0.38992,4.2065,4.3543,0.89441,10.2725,2.0207,0.36465,2.8527,3.2836,46.5061,14.6957,209.7857,3.9591,4.6143,1.7653,1.9335,4.0072,7.5989,2.1931,3.1847,0.53609,6.3795,12.6526,12.5844,7.9848,2.2498,4.7815,1.9491,19.6966,5.3565,4.1932,0.88688,2.3266,7.6996,15.3928,2.9153,4.1975,3.1784,1.4189,1.3635,4.1347,10.454,2.9965,2.5242,9.8307,1.8475,2.4156,2.2216,12.6049,1.5246,3.9631,1.1154,14.7908,5.2869,7.4484,3.9886,10.3442,7.3325,7.2875,8.5825,3.3763,1.4018,4.3886,,,,,,,,,,,,,,,69,,, +3055,1.7473,2.3332,,60-69y,Other,,,19.1162,4.7662,2.5786,2.2001,1.8641,ppmi_test,,,F,,0.48624,4.8267,4.6913,0.89635,9.5567,1.6028,0.40184,2.7918,3.4636,45.4426,15.0976,211.4001,3.9666,4.5618,1.6885,2.1034,3.2161,7.1695,2.1999,3.1303,0.56695,6.188,10.9375,21.6352,7.3609,2.5408,4.5334,1.8773,16.9978,6.4051,4.2982,1.2685,2.5322,7.2411,13.0726,3.6959,4.4558,3.2442,1.6945,1.4725,4.3758,10.4198,3.1336,2.4062,12.0379,2.616,2.7427,2.1348,12.0856,2.1527,4.4506,1.2287,15.0512,5.6812,9.5802,3.8597,9.7886,6.7082,8.2941,7.5676,3.7412,1.6844,4.8055,,,,0.073016,CN,,HC,0.43491,4.4779,4.5092,0.89813,9.7653,1.9257,0.40878,3.2484,3.6931,45.8653,14.9676,214.9631,3.9679,4.9657,1.7379,2.0762,3.7031,7.4239,2.1604,3.451,0.61029,7.1255,11.3589,19.3431,8.4032,2.452,4.8977,1.8326,17.5148,5.2174,4.1855,1.0644,2.5386,7.8825,13.6557,3.0369,4.3211,3.6125,1.6647,1.4747,3.9091,10.409,3.0158,2.4872,10.8656,2.1105,2.4938,2.1689,11.7952,1.6977,4.3386,1.1863,14.6428,5.4423,8.1441,4.1873,10.2074,7.0194,8.1396,8.2192,3.4151,1.463,4.7108,,,,,,,,,,,,,,,69,,, +3057,0.94135,1.829,,60-69y,Other,,,16.8718,4.3736,2.6107,2.1723,1.0286,ppmi_test,,,F,,0.37676,4.2964,3.9474,0.79996,9.6773,1.6754,0.35035,3.6816,2.8183,45.5575,14.7401,237.4726,4.0666,4.8336,1.5706,2.0268,3.6597,7.3212,2.1501,3.0053,0.39566,7.2637,10.9902,17.2053,8.1499,2.4726,4.5161,1.8065,19.7156,7.5626,4.206,0.98938,2.2118,7.1001,13.8638,4.1513,4.6521,3.9168,1.4849,1.3822,4.408,10.9704,3.2225,2.0649,11.8218,2.5385,2.592,2.0778,13.2422,2.0813,3.7525,1.1345,14.5541,5.0362,9.0908,4.0279,11.6204,7.2623,7.9781,7.1473,3.7614,1.4754,4.548,,,,0.080509,CN,,HC,0.3405,3.4328,3.5718,0.80849,11.3148,1.9623,0.36297,3.4052,3.0707,45.3743,14.3291,242.3204,4.142,4.6786,1.6403,1.7691,4.2116,7.5341,2.2124,3.1965,0.39841,7.3655,12.2884,14.68,8.2474,2.4762,4.5037,1.887,20.4681,5.2819,4.1167,1.0754,2.227,8.144,15.1053,3.2473,4.5677,3.2122,1.6091,1.4073,4.1679,10.8469,2.9355,2.1605,11.9827,2.323,2.3284,2.0201,12.622,1.873,3.5816,1.1264,14.7634,5.1794,8.77,4.1322,10.644,7.5833,7.7065,7.3011,3.3526,1.4763,4.368,,,,,,,,,,,,,,,60,,, +3124,0.95822,1.6699,,50-59y,Other,,,21.707,4.8513,2.8117,2.3768,0.98707,ppmi_test,,,M,,0.53319,4.6078,4.1326,0.88436,8.9449,1.77,0.42871,3.713,3.1983,50.0655,19.1113,273.9907,3.9467,5.2859,1.6559,1.9546,4.0992,7.4974,2.1355,3.2708,0.45117,6.2562,10.894,7.6123,7.8954,2.6551,4.3482,1.8906,21.329,5.9304,4.3362,1.213,3.2309,7.392,13.77,3.5114,4.6539,3.5355,1.5472,1.6314,4.3425,11.5911,3.2967,2.3175,12.0207,2.3397,2.6205,2.3386,15.5645,2.1497,4.9012,1.3257,16.0191,5.8725,8.4833,3.7222,11.9773,7.2985,9.4611,7.3217,3.7516,1.702,5.3206,,,PD,0.075799,PD,,PD,0.46779,4.167,3.9475,0.90714,10.473,1.7632,0.43586,3.6445,3.2448,49.7158,19.1388,275.3125,3.5583,5.1751,1.7141,1.9104,4.2,7.5033,2.2298,3.5633,0.67101,6.447,11.1654,7.1857,8.2317,2.3333,4.5411,1.824,19.0813,5.1751,3.9177,1.0824,2.9225,8.2498,14.2078,2.9402,4.6135,3.2867,1.6076,1.6558,3.9729,11.2768,2.9867,2.2987,10.4403,2.4755,2.1293,2.0768,12.2193,2.0495,4.5622,1.2678,15.9939,5.5502,7.831,4.6515,12.0183,7.5276,8.9333,7.5412,3.6688,1.5513,5.1217,,,,,,,,,,,,,,,57,,, +3125,1.1526,2.4799,,-50y,Other,,,19.4166,4.7363,2.3941,2.4962,1.1794,ppmi_test,,,M,,0.45843,4.2019,4.2713,0.8386,9.5244,1.6788,0.40844,3.8733,3.0751,51.3603,17.5547,238.061,4.1496,4.9541,1.6768,2.0315,3.8271,8.1112,1.9175,2.9871,0.54037,7.6825,11.3366,19.2373,8.1457,2.6009,4.7647,1.7204,19.9952,6.8569,3.8247,1.2485,2.8588,6.8606,13.3974,4.482,5.1239,3.765,1.7168,1.5814,4.2693,10.7773,3.1813,2.2963,12.5177,2.613,2.6244,2.2928,14.416,2.0951,4.8141,1.2247,16.3686,5.495,9.7435,4.158,11.2441,7.5363,8.5816,8.1279,4.6113,1.7651,5.099,,,PD,0.073932,PD,,PD,0.42823,3.6644,3.9863,0.85064,11.1244,1.5997,0.417,3.5953,3.1266,52.6598,17.2323,244.8658,4.1895,5.3589,1.8135,2.1154,3.9477,8.1585,1.8658,3.0542,0.49304,6.9186,12.1246,16.535,8.7301,2.1648,4.3678,1.6599,19.3091,5.3911,3.5732,1.1194,2.5977,8.2144,14.5965,3.0981,4.9421,4.1839,1.6756,1.5718,3.9513,11.4857,2.9762,2.2833,11.3056,2.4559,2.4024,2.0124,14.0301,2.0618,4.6472,1.1277,14.9893,5.953,8.872,4.8399,11.448,7.4026,8.2907,8.4012,3.9138,1.5212,4.8995,,,,,,,,,,,,,,,46,,, +3126,2.2181,3.3313,,60-69y,Other,,,20.5656,4.7042,2.9486,2.3212,1.6742,ppmi_test,,,M,,0.4605,4.3376,4.5454,0.9233,9.7386,1.5382,0.41047,3.761,3.2515,51.2819,17.1783,232.9752,4.0326,5.2293,1.8233,2.0395,3.9655,7.1177,2.2284,3.2446,0.75455,7.1935,10.9736,23.1778,7.9562,2.2971,4.596,1.7872,19.7575,6.6895,4.0672,1.0646,2.5209,7.2692,13.2063,4.0121,4.4769,3.7406,1.4214,1.322,5.0948,12.1229,3.2834,2.3962,11.8826,2.556,2.3438,2.1789,13.5765,2.335,4.6638,1.2044,15.7336,5.2068,9.8444,3.791,12.484,6.5463,8.4383,7.7401,3.9951,1.7635,4.9351,,,PD,0.08109,PD,,PD,0.42553,4.0557,4.5992,0.9449,10.6138,1.7588,0.42167,3.965,3.4808,52.6894,17.1596,238.0025,3.7939,5.4495,1.847,2.1136,4.3619,7.8656,2.2835,3.5371,0.8375,7.0872,11.7595,20.2811,8.7812,2.1462,4.4221,1.7977,19.3877,5.3689,3.8427,1.0317,2.5114,7.8021,14.0971,3.2793,4.5677,4.0484,1.4939,1.3398,4.5256,12.1109,3.1665,2.3262,10.0459,2.5789,2.3237,1.9872,12.0056,2.0461,4.4847,1.1385,15.0877,5.2172,8.291,4.3866,11.7827,7.2348,8.1237,8.0384,3.4489,1.5233,4.7456,,,,,,,,,,,,,,,64,,, +3127,1.019,1.239,,-50y,Other,,,20.1067,4.5883,2.6052,2.1744,0.91298,ppmi_test,,,F,,0.48653,4.824,4.685,0.8522,10.582,1.6505,0.43806,4.1936,3.0771,49.2801,17.4949,239.9988,4.1771,5.8447,1.6407,2.2031,3.6931,7.9289,2.289,3.33,0.49833,7.5066,12.7686,10.3527,8.3215,2.7889,4.8068,1.9859,18.6533,7.6108,4.3085,1.1281,2.783,7.0611,15.3698,3.8337,4.7611,3.5697,1.8363,1.5167,4.9159,11.8504,3.3072,2.4502,12.535,2.4857,2.754,2.4796,13.4414,1.9678,4.9023,1.2859,14.1507,5.3306,9.8402,4.8732,11.9,7.2567,8.4736,7.7862,4.0486,1.7294,4.8792,,,PD,0.085161,PD,,PD,0.4309,4.1026,4.2134,0.89386,11.0393,1.8636,0.44848,4.6201,3.134,49.6465,16.6663,244.7413,3.8637,5.7771,1.7958,1.9889,4.2771,8.3479,2.4196,3.5512,0.48503,8.1048,12.6605,9.05,9.2543,2.5103,4.5845,1.9714,17.8574,5.9672,4.2652,1.229,2.9412,8.0366,15.3021,3.7546,5.0152,3.5863,1.7317,1.4758,4.4604,11.8086,3.0082,2.478,10.4094,2.3946,2.6141,2.2439,13.0784,2.1757,4.6827,1.2534,14.2675,5.2989,8.6033,4.8544,11.6411,8.2325,8.2047,7.8079,3.7149,1.6998,4.6702,,,,,,,,,,,,,,,49,,, +3128,0.8689,1.6593,,60-69y,Other,,,20.9996,4.6971,2.7764,2.6304,1.1381,ppmi_test,,,F,,0.39032,3.7697,3.843,0.79322,8.8353,1.4154,0.36921,3.2023,2.6502,48.5099,16.6899,192.3652,3.7609,4.5365,1.6226,1.8301,3.2018,7.0553,1.8297,2.8098,0.3683,6.2933,10.5083,10.3407,7.2683,2.1566,3.8146,1.5613,17.8766,6.3994,3.5695,0.9102,2.1209,5.7918,12.6909,3.3239,4.2591,3.1642,1.3098,1.2984,3.9127,9.823,3.1068,2.1369,11.206,2.4438,2.1467,2.0641,11.4935,2.0257,4.1113,1.1239,12.8358,4.8154,9.2184,3.9742,10.3354,7.0374,8.0981,7.3195,3.7367,1.5085,4.5823,,,PD,0.077314,PD,,PD,0.36973,3.4641,3.6973,0.79559,10.0916,1.4984,0.393,3.2811,2.7159,48.4447,16.0499,197.0715,3.4217,4.8493,1.6886,1.7084,3.4432,7.1883,1.8017,2.9033,0.4612,6.6782,10.2749,8.3217,7.753,1.9965,3.8961,1.4621,16.6189,5.315,3.3838,1.0802,2.2934,6.3109,12.4556,2.8402,4.3242,2.9283,1.3324,1.2225,3.5505,9.9158,2.9094,2.0594,9.364,1.8612,2.0807,1.83,11.6464,1.8702,3.9566,1.0862,12.4788,4.7446,7.8878,4.3596,10.0586,6.9149,7.8505,7.5408,3.1554,1.4184,4.3749,,,,,,,,,,,,,,,60,,, +3129,1.281,1.8713,,50-59y,Other,,,22.6476,5.3342,3.0605,2.4583,0.98863,ppmi_test,,,M,,0.50497,5.5908,4.6535,0.96454,8.9866,1.8195,0.44174,4.0806,3.0051,49.9473,20.3164,283.046,4.4461,5.0607,1.8329,2.0646,4.3429,7.471,2.1841,3.6517,0.5632,6.8072,11.9169,9.6564,7.9514,2.7724,5.3055,2.0492,21.4723,6.2469,4.2462,1.4046,3.2357,8.2653,14.925,4.3042,4.6162,3.3253,1.6312,1.7183,4.9266,11.7111,3.3659,2.6917,12.7725,2.6061,2.754,2.5523,14.6711,2.146,5.2239,1.3753,15.948,6.1708,10.1087,3.9487,10.6991,7.3845,9.5949,8.2654,3.9517,1.6831,5.7222,,,PD,0.088469,PD,,PD,0.42138,5.0737,4.4098,1.01,9.5308,1.8968,0.43938,3.949,3.0801,50.7608,19.2596,286.6676,4.271,5.286,1.9558,1.9764,4.806,7.5715,2.2672,4.0822,0.56907,6.8585,12.1216,8.9253,8.5906,2.481,5.2566,2.0391,20.9952,5.6472,3.9649,1.1095,3.1646,8.7542,14.2668,3.6713,4.5414,3.2865,1.6075,1.8021,4.5942,12.117,3.342,2.5304,10.1528,2.7132,2.4694,2.237,12.9037,2.2109,5.0191,1.2232,14.8503,5.8225,7.7621,5.0957,10.1256,7.4721,9.2825,8.8211,3.4285,1.6634,5.5089,,,,,,,,,,,,,,,56,,, +3130,0.8984,1.9141,,-50y,Other,,,21.021,4.8496,3.0958,2.5353,1.0582,ppmi_test,,,M,,0.47167,4.7765,4.5442,1.0716,11.321,1.6279,0.4492,4.4783,3.1967,52.7958,17.3614,245.5342,4.9785,6.1114,1.9619,2.2042,3.8469,8.4449,2.3271,3.4313,0.54228,7.9945,13.5897,7.461,9.6713,2.6269,5.4692,2.0091,20.4432,8.3624,4.2957,1.3182,2.7791,7.4851,16.3978,4.1668,5.3903,3.3595,1.6505,1.4541,5.5628,14.3571,3.7643,2.5683,15.8343,3.2452,2.6934,2.5079,13.7512,2.7108,4.9886,1.371,15.1539,5.7574,11.1768,4.8813,14.3212,8.2076,9.1936,8.3377,4.2081,1.9669,5.2745,,,PD,0.089589,PD,,PD,0.42681,4.368,4.4065,1.0636,11.9208,1.7527,0.46066,4.475,3.2716,54.0578,17.174,253.4855,4.6681,6.3736,2.037,2.0945,4.0809,9.4521,2.334,3.6953,0.43357,8.5921,14.3643,6.56,10.3504,2.4009,5.249,1.9521,18.8721,6.4472,4.0549,1.2562,2.7401,8.3174,16.4942,3.3506,5.4918,3.6618,1.6161,1.4904,5.292,14.3918,3.6927,2.5812,14.4812,3.0586,2.5564,2.3482,14.4958,2.3968,4.7848,1.3233,15.4696,5.9637,9.8,5.2695,13.9509,8.3852,9.1006,8.8817,3.4525,1.8001,5.1414,,,,,,,,,,,,,,,44,,, +3131,1.6729,2.4157,,70-79y,Other,,,23.7805,5.0355,2.6659,2.4311,1.7072,ppmi_test,,,M,,0.48977,4.0219,4.4521,0.78959,8.7621,1.4418,0.39678,3.8962,3.4975,49.6354,20.4238,257.6211,4.0221,4.8054,1.5218,2.0322,3.7762,7.0601,2.1932,2.9275,0.63807,6.9247,10.4145,28.99,8.1417,2.2218,4.0838,1.7679,18.2191,6.2381,4.1012,1.0693,2.5966,6.5637,12.2638,4.3349,4.8829,3.2864,1.352,1.7328,4.3633,11.0538,3.1304,2.3969,10.3251,2.3197,2.4216,2.1843,11.5781,1.8305,4.3528,1.3737,13.8109,5.0364,7.9541,3.7132,11.3205,6.0493,9.1297,7.295,3.7642,1.704,5.6328,,,PD,0.090388,PD,,PD,0.45392,3.3501,4.2201,0.81938,8.9941,1.4831,0.40182,3.8351,3.6427,50.857,19.8766,262.6667,3.8838,5.0787,1.5645,1.8675,3.9204,7.6091,2.0387,3.2193,0.67826,6.893,11.0137,24.6826,9.2525,2.0298,4.1277,1.7619,16.761,4.9348,3.5866,1.1348,2.4766,7.6888,12.7086,3.3259,4.6264,3.3354,1.4276,1.7592,4.1428,10.7968,3.0624,2.3586,9.236,2.2402,2.3473,1.8936,11.1142,1.6874,4.1226,1.2162,12.8955,5.0551,6.67,4.5734,9.5303,5.9947,8.8242,7.5109,3.2114,1.4403,5.4525,,,,,,,,,,,,,,,71,,, +3132,0.95694,1.8165,,50-59y,Other,,,19.5542,4.2205,2.5161,2.0401,0.8883,ppmi_test,,,M,,0.47423,4.3282,4.1705,0.90417,9.2299,1.6087,0.40892,3.0762,2.875,45.2878,16.772,239.5827,3.8781,4.6663,1.803,2.1792,3.6665,7.215,1.9046,3.2743,0.50144,6.0335,10.864,7.3917,7.6988,2.633,4.7329,1.769,18.5205,6.4451,3.8359,1.4065,2.7594,6.5228,13.6868,3.294,4.3561,3.5958,1.6601,1.4057,4.7795,11.5019,3.3074,2.1843,12.7986,2.4329,2.5482,2.1838,13.5971,1.8555,4.8146,1.2474,14.5025,4.8553,9.3334,3.8007,11.4878,7.0877,8.0335,7.9043,4.4585,1.6305,4.8787,,,PD,0.07934,PD,,PD,0.40922,3.7831,3.8173,0.89906,10.5124,1.5839,0.41037,3.0582,2.9827,44.7649,16.226,245.9409,4.1276,5.232,1.7867,1.8909,3.6164,7.0983,2.0265,3.518,0.61039,7.0351,10.7983,6.8096,8.0419,2.1806,4.5204,1.7083,17.5534,5.948,3.7906,1.1373,2.7483,7.6344,13.8147,3.3155,4.5415,3.3072,1.535,1.4397,4.1676,11.016,2.9455,2.1684,11.096,2.3217,2.4223,1.9136,13.591,1.8965,4.5128,1.2027,14.2955,5.2806,8.272,4.8341,11.7461,7.0576,7.9048,8.1194,3.3207,1.5022,4.7389,,,,,,,,,,,,,,,50,,, +3134,0.81405,1.343,,-50y,Other,,,21.5,4.9743,2.9134,2.331,0.89701,ppmi_test,,,M,,0.55068,4.8181,4.5222,0.98711,9.4609,1.6322,0.4385,4.0437,3.4903,49.5937,19.071,265.2521,3.8121,4.8579,1.8607,1.8766,3.8831,7.3199,2.3308,3.3072,0.35135,7.1949,10.7264,5.7813,8.2659,2.5346,4.9599,2.034,20.0801,6.5999,4.355,1.015,2.3993,7.4693,14.385,3.8296,4.738,3.0785,1.5853,1.6906,4.7934,11.6061,3.3327,2.3224,12.2086,2.4684,2.5946,2.4698,13.3591,2.1639,5.0355,1.2474,13.9623,5.0977,9.4562,3.584,10.7044,7.9101,9.5914,8.0078,4.2219,1.7319,5.5263,,,PD,0.077519,PD,,PD,0.48198,3.8285,4.0939,1.0376,11.131,1.7404,0.44791,3.7558,3.5338,51.1741,18.7457,267.1616,3.8027,5.2665,2.021,1.9882,4.3021,7.7212,2.1711,3.7053,0.56804,6.8092,10.7999,5.2919,8.744,2.211,4.656,1.8383,18.3121,5.2582,3.9113,0.9958,2.485,8.4415,14.3514,3.1482,4.8494,3.4811,1.5996,1.6335,4.63,11.3193,3.2576,2.4618,10.0952,2.4141,2.2907,2.345,13.2814,2.1222,4.7087,1.0929,14.2039,5.4602,8.2395,4.0683,11.3295,8.4475,9.185,8.7786,3.8565,1.7118,5.3389,,,,,,,,,,,,,,,39,,, +3274,2.7078,3.0835,,+80y,Other,,,19.1826,4.8347,2.0829,2.0966,2.2385,ppmi_test,,,M,,0.40793,4.3686,3.9667,0.75962,8.216,1.0734,0.36707,2.3958,2.4799,41.4225,21.9121,325.6604,3.662,3.7978,1.4268,1.4499,2.706,6.2289,1.8064,2.7963,1.2089,5.9125,10.1324,29.8956,6.5646,1.6182,4.0813,1.467,11.8207,5.6315,3.1055,1.1198,2.6469,6.2609,12.9616,3.5046,3.5368,1.7325,0.87005,1.7108,3.8788,9.8855,2.9638,2.676,8.7269,2.2056,1.7223,2.2932,7.9534,1.8006,4.0654,1.3183,10.1135,4.5891,7.5812,3.0248,9.0689,6.3144,7.9097,6.0901,2.2755,1.3967,5.3218,,,,0.085167,CN,,HC,0.3349,3.8851,3.9292,0.7776,8.7154,1.4046,0.37357,2.8772,2.4172,41.221,21.2066,339.0075,3.2387,4.4353,1.4547,1.7366,2.9186,6.4418,1.6385,2.7205,1.2778,5.9792,10.1309,29.5879,7.1979,1.8681,3.9177,1.4926,11.8486,4.589,3.0136,0.99535,2.5626,6.4935,11.8233,2.7909,3.7915,2.2225,1.2401,1.751,3.4094,9.7594,2.6309,2.4394,7.5581,1.9925,2.0545,2.0275,7.7632,1.4395,4.0416,1.1841,9.5582,4.3753,6.0474,3.3694,8.5014,5.3301,7.6381,6.4239,2.516,1.3436,4.995,,,,,,,,,,,,,,,81,,, +3275,1.4152,2.9072,,60-69y,Other,,,20.6867,5.4008,2.7809,2.7435,1.5826,ppmi_test,,,M,,0.47551,5.1706,4.7777,0.92518,9.5785,1.7433,0.42542,2.4626,3.51,49.6414,17.3406,255.224,4.1147,4.4907,1.6889,2.053,3.544,8.2834,2.2849,3.3919,0.58683,7.8055,12.2907,20.1341,7.9744,2.4165,5.5394,1.9345,19.1754,7.0319,4.1816,1.0841,2.518,7.8871,15.9105,3.4558,4.9907,2.9751,1.6401,1.666,4.9279,11.9166,3.5502,2.6445,10.4305,2.298,2.5282,2.7845,11.2331,1.9914,5.0332,1.3296,15.0921,6.1074,8.447,3.6947,10.2669,7.6313,8.0074,8.9947,3.6562,1.7049,4.8417,,,PD,0.075281,PD,,PD,0.42048,4.2375,4.7331,0.90821,10.1645,1.8386,0.39991,3.1089,3.162,49.0031,16.8639,253.8868,3.7366,5.6976,1.6794,2.1583,3.8335,7.865,2.1881,3.6233,0.66203,7.3106,12.025,17.9222,9.0162,2.3893,5.2392,1.8592,19.6595,5.3479,3.8367,1.1783,2.8516,8.5879,14.6614,3.34,4.9883,3.4975,1.6216,1.5942,4.2506,12.181,3.1134,2.4241,8.9855,2.164,2.3676,2.1329,10.5287,2.078,4.5473,1.2586,15.2683,6.016,7.425,4.6227,10.6498,7.9077,8.4257,8.6942,3.6298,1.4358,4.3939,,,,,,,,,,,,,,,69,,, +3276,0.93587,1.7915,,50-59y,Other,,,16.1015,4.4413,2.2928,1.9926,1.0071,ppmi_test,,,F,,0.45183,5.2055,4.2818,0.84329,9.898,1.61,0.37499,2.2336,2.713,44.0455,15.3371,228.5965,3.6832,3.9644,1.6117,2.1829,3.3501,7.3949,2.1783,3.1915,0.35373,6.1626,11.1094,6.3025,6.5907,2.3056,5.2835,1.9913,18.5547,6.7991,4.0249,0.9994,2.4237,7.3264,14.6906,2.5388,4.1445,3.3318,1.35,1.4063,4.3262,10.5203,3.1067,2.2881,10.7737,2.2304,2.3449,2.2785,11.4238,1.8941,3.6431,1.1815,14.8575,5.7057,9.4034,3.0816,10.6385,7.9066,7.737,7.3864,3.7938,1.4473,4.3447,,,,0.07527,CN,,HC,0.37274,4.1632,4.0338,0.88908,10.1613,1.8527,0.3881,2.6404,2.6658,44.8421,13.9512,232.9051,4.0827,4.5667,1.6781,2.2208,3.631,7.6035,2.1976,3.5186,0.44437,5.9217,11.6148,6.0314,7.7173,2.2115,4.9605,1.8364,18.5716,4.321,3.9216,1.1938,2.4639,7.7748,14.4315,2.2334,4.0618,3.7674,1.4861,1.4308,4.3077,11.2224,3.0442,2.2481,10.0504,2.1758,2.3674,1.9641,11.7524,1.9142,3.6051,1.1938,14.984,5.3404,8.4874,3.5752,9.368,8.1879,7.7178,7.4363,3.4993,1.4124,4.1048,,,,,,,,,,,,,,,55,,, +3277,1.2942,2.5916,,60-69y,Other,,,19.1232,4.5821,2.5506,2.1933,1.1355,ppmi_test,,,M,,0.43953,4.7366,4.2923,0.862,8.7447,1.5436,0.37845,2.6085,3.4641,46.7681,18.5083,279.4438,3.8917,3.7757,1.6049,1.7964,3.6068,7.2043,2.1419,3.2365,0.69099,5.7786,10.8033,16.7063,7.4358,2.326,4.6766,1.9014,18.3782,5.6586,3.9283,0.93685,2.2522,7.0022,13.2712,3.0963,4.1557,3.2451,1.4331,1.8211,4.3193,10.2227,3.1959,2.3153,9.9347,2.4584,2.6026,2.153,10.9021,2.2716,4.3727,1.1614,14.5111,5.1529,9.0977,3.2081,10.9946,6.8703,8.3719,7.458,3.6497,1.5797,5.1024,,,,0.070778,CN,,HC,0.27002,3.8965,3.9356,0.86216,10.02,1.9235,0.36965,3.0211,3.3304,46.6365,17.312,278.871,3.5489,4.3185,1.5809,1.8261,3.8084,6.9506,1.9668,3.371,0.80413,6.9598,10.6292,17.4324,8.043,2.2286,4.4211,1.7284,17.7366,5.2872,3.8002,0.93732,2.4464,7.4959,13.2257,2.8142,4.4399,3.3771,1.457,1.7219,4.0029,10.9957,2.7899,2.3092,8.7785,2.0917,2.3901,2.0074,11.4382,1.6855,4.2043,1.1011,14.1247,4.8213,7.7148,3.9528,10.4492,6.9176,8.8638,7.4332,3.1716,1.3657,4.7408,,,,,,,,,,,,,,,66,,, +3278,1.6975,2.1902,,60-69y,Other,,,21.0316,4.9822,2.8678,2.1698,1.15,ppmi_test,,,M,,0.4291,4.7204,4.4558,0.89081,10.1078,1.8235,0.40291,2.7547,2.6754,48.3133,19.1257,283.8437,4.3427,4.1508,1.679,1.9796,3.6992,7.8576,2.2105,3.1653,0.53202,6.7663,12.0449,12.6342,7.3542,2.3393,5.0071,1.9516,19.0175,6.7129,4.3278,1.3358,2.5734,7.2051,14.8418,3.4154,4.6498,3.0676,1.3698,1.5218,4.9297,11.9213,3.1776,2.554,12.3299,2.3672,2.551,2.3842,13.4388,2.5875,4.3817,1.271,15.1768,5.3429,9.4293,3.7694,11.6927,7.807,8.4016,8.0444,3.7326,1.8859,5.2858,,,PD,0.075408,PD,,PD,0.39536,4.2262,4.4882,0.8889,10.5389,2.0223,0.38512,3.3802,2.7112,48.1424,18.0911,283.3529,4.0279,4.8243,1.7421,1.989,4.1394,7.5905,2.1076,3.3728,0.46872,6.9399,12.0714,11.303,7.5994,2.3776,5.007,1.9528,19.4478,5.5058,3.8428,1.141,2.6164,7.5629,15.5397,3.0425,4.7181,3.4328,1.6108,1.6224,4.4153,12.3664,2.8721,2.4194,11.0184,2.2566,2.3059,1.9975,10.8748,1.7651,4.1716,1.2093,15.0144,5.0607,8.3727,4.315,11.1728,7.4557,8.5729,7.6114,3.5147,1.3644,5.0803,,,,,,,,,,,,,,,66,,, +3279,1.3258,2.6576,,60-69y,Other,,,18.8254,5.0462,2.3189,2.3483,1.4844,ppmi_test,,,M,,0.47104,5.2202,4.8624,0.89327,9.2642,1.6978,0.38796,2.8965,2.9734,49.273,18.2017,277.4723,4.369,4.4451,1.8012,2.2361,3.4776,7.5308,2.3426,3.3118,0.46584,6.6496,11.118,10.0577,7.6714,2.6102,5.2279,2.017,18.3709,6.2251,4.3907,1.1819,2.8622,7.8249,14.0226,3.4406,4.56,3.3265,1.6505,1.6986,4.5217,10.5753,3.4137,2.6584,10.9359,2.5421,2.7791,2.5013,13.5767,2.1079,4.2014,1.3607,14.6474,5.7932,8.9916,3.5404,11.0379,7.5,9.296,7.7537,3.5931,1.714,5.1178,,,PD,0.084465,PD,,PD,0.41001,4.6013,4.8093,0.89292,9.8357,1.9208,0.39774,3.4974,2.8862,48.6635,17.3604,284.9911,4.1749,5.1557,1.8023,2.2525,3.6936,7.2991,2.2834,3.5384,0.64277,7.0564,11.1194,12.681,8.3073,2.509,5.0817,1.9421,18.3485,4.7747,4.1235,1.2537,3.0227,8.0818,14.6302,2.9929,4.4057,3.5446,1.9277,1.733,4.1437,11.5704,3.0646,2.6485,9.673,2.2851,2.6722,2.1373,12.0744,2.0353,4.7687,1.2605,13.3344,6.0173,8.1559,3.8575,9.1961,7.7368,8.8828,8.037,3.8097,1.5138,4.7708,,,,,,,,,,,,,,,63,,, +3280,1.2543,2.8135,,-50y,Other,,,20.2014,6.1053,3.0412,2.5149,1.4784,ppmi_test,,,M,,0.49503,5.3132,4.4599,0.93389,10.9408,1.7482,0.44499,2.7241,3.0474,56.0814,18.5597,267.9373,5.0522,4.5724,1.9117,2.1455,3.5717,9.0133,2.3663,3.5106,0.51998,7.5599,12.9747,12.1677,8.2448,2.6522,5.26,2.0835,20.5422,7.0971,4.2785,1.2161,2.7043,7.7594,15.8811,3.6079,5.2845,3.6428,1.6968,1.4933,5.0901,12.2944,3.6184,2.6238,11.337,3.2085,2.8551,2.6198,12.2493,2.6392,4.6981,1.328,15.5864,5.4376,11.1912,4.3294,13.3895,7.9211,9.5025,9.0513,4.2682,2.1553,5.2036,,,PD,0.074963,PD,,PD,0.41996,4.6372,4.3112,0.91618,13.1258,2.0805,0.42558,3.33,2.8507,54.5817,16.8585,269.2503,4.5919,5.9831,1.8217,2.2205,3.7897,9.1347,2.2882,3.7183,0.65768,8.2892,13.659,12.588,9.9443,2.491,5.1909,2.0054,20.8552,6.2751,4.0419,1.0604,2.6918,8.9355,16.275,3.276,5.4147,3.6964,1.7754,1.6055,4.6033,13.1079,3.1459,2.6108,9.6849,2.5794,2.4824,2.2502,12.0782,2.2281,4.5496,1.2507,14.964,5.8281,9.7067,5.0717,12.4834,8.6173,9.4309,8.9667,3.8661,1.6147,4.8872,,,,,,,,,,,,,,,48,,, +3281,1.0769,1.6969,,50-59y,Other,,,16.2435,5.0662,2.5375,2.3554,1.6118,ppmi_test,,,M,,0.44441,5.0031,4.2462,0.87627,10.4965,1.5589,0.36174,2.2574,2.8048,47.433,17.0438,239.5124,3.9854,3.7067,1.7033,1.987,3.3261,7.9814,2.0183,3.5139,0.59273,6.7208,11.8355,15.1335,7.0291,2.549,4.7839,1.813,18.1748,6.7088,3.8515,0.87326,2.1962,6.7214,15.3567,3.1527,4.8233,2.9725,1.58,1.441,4.288,10.5226,3.3845,2.322,10.8511,2.3202,2.7356,2.2878,11.1051,1.9187,3.7758,1.21,13.522,4.9839,8.7675,3.6509,11.3972,7.519,7.4543,7.7593,3.9187,1.4891,4.5433,,,PD,0.06199,PD,,PD,0.35582,4.5031,4.0714,0.84533,11.6387,1.7247,0.3621,2.5772,2.6565,45.9983,16.7768,237.5328,3.939,4.4553,1.6945,2.0939,3.4764,8.1658,1.9752,3.3347,0.56759,6.4183,12.0968,15.5951,7.55,2.3935,4.7649,1.7149,17.5451,5.2854,3.4619,0.76022,2.0899,7.1744,15.1194,2.4683,4.6946,3.7721,1.7029,1.4161,3.8944,10.5786,3.0119,2.2751,8.7206,2.3705,2.3049,1.9126,10.227,1.9196,3.7142,1.1438,14.389,4.8303,7.6479,4.0547,10.983,7.4812,7.2817,7.5587,3.8782,1.5231,4.3472,,,,,,,,,,,,,,,57,,, +3282,1.469,1.8793,,60-69y,Other,,,17.7321,4.4769,2.7149,2.388,1.1522,ppmi_test,,,F,,0.44577,4.4292,4.3462,0.77743,8.2637,1.5459,0.3977,2.5002,3.0568,45.4342,16.7956,233.5247,3.3704,3.8898,1.5023,1.8091,2.7648,6.7078,1.9525,2.843,0.46461,4.8231,9.9483,10.5724,6.2441,2.2957,4.4462,1.6826,17.432,5.262,3.9331,0.8243,2.1104,6.6061,12.0586,2.3892,3.8048,3.0085,1.3798,1.4409,3.9817,9.729,2.735,2.3822,8.6318,2.2426,2.4662,2.075,9.9042,1.9711,4.2792,1.2094,11.8685,4.9447,7.8749,3.0483,9.3371,6.0747,7.9602,6.5714,3.646,1.6046,4.6895,,,PD,0.067343,PD,,PD,0.3704,3.3637,4.1403,0.71106,8.2073,1.7287,0.35442,2.9421,2.8768,45.125,16.1285,238.5327,3.5197,4.2823,1.4512,1.9684,3.1889,6.4507,1.7951,3.1813,0.535,4.7932,9.7583,9.8841,7.3684,2.0941,4.4528,1.5963,18.2722,3.9023,3.5717,0.81925,2.3155,7.5265,12.3038,2.0154,3.6893,3.3688,1.4216,1.495,3.9605,9.9583,2.7358,2.3218,7.0508,1.9518,2.3623,1.8329,10.1703,1.7987,3.968,1.0543,12.6867,4.7948,7.3255,3.3975,8.1141,6.938,8.0417,7.0997,3.1563,1.2243,4.3244,,,,,,,,,,,,,,,62,,, +3284,1.2368,2.2893,,60-69y,Other,,,15.9045,3.4291,2.1905,1.9599,1.1814,ppmi_test,,,F,,0.38022,4.2907,3.3335,0.76903,8.0053,1.4596,0.33499,2.234,2.9118,39.6692,15.1666,235.1199,3.225,3.4505,1.556,1.6135,2.6869,6.9544,1.7342,2.6796,0.56485,5.6699,10.1227,19.0732,6.3688,1.9823,4.0781,1.6447,15.158,4.8409,3.3698,0.95526,2.2752,6.5353,12.7828,2.5103,3.6189,2.7265,1.1131,1.3064,3.9233,9.4327,2.9017,1.8087,9.5823,2.0827,1.9326,1.9499,9.3585,1.7947,3.4673,0.91116,11.7186,4.6417,8.4956,2.7664,9.4463,6.7045,7.5868,7.0139,2.913,1.1904,4.1074,,,PD,0.071264,PD,,PD,0.30548,3.4105,3.1023,0.7783,9.1173,1.6368,0.3497,2.5349,2.3706,38.9139,14.7337,239.1789,3.2308,3.9119,1.6016,1.6402,3.0764,6.7225,1.7256,2.8045,0.64983,5.3319,10.1265,14.2262,7.0266,1.8922,4.007,1.5772,15.7679,3.8352,3.3118,0.89847,2.2772,7.1481,11.8878,2.0663,3.8114,2.8022,1.2373,1.3101,3.643,10.0132,2.6152,2.0334,7.6101,2.0413,2.0431,1.7456,9.1246,1.648,3.5152,0.83302,11.5828,4.8844,6.9499,3.1899,8.7279,7.0349,6.7798,7.5505,2.8884,1.1463,4.112,,,,,,,,,,,,,,,64,,, +3417,1.0499,2.3787,,50-59y,Other,,,19.5139,5.2603,2.9905,2.3999,1.1048,ppmi_test,,,M,,0.47401,4.8056,4.222,0.90433,9.3027,1.7359,0.42166,3.3742,2.8472,52.227,16.8639,226.204,3.921,4.9853,1.7483,1.9326,3.5542,7.6671,2.357,3.3795,0.37321,7.6769,12.2871,8.7407,8.9796,2.6239,4.7102,1.9018,19.9016,6.5465,4.2682,1.0503,2.4554,7.0884,14.0257,3.768,5.1208,3.3757,1.5986,1.4967,4.3157,10.5015,3.4896,2.2487,10.674,2.4903,2.3031,2.2771,12.1791,2.211,4.2507,1.2739,14.3098,4.8744,9.6277,3.5315,11.0363,7.5281,8.8461,7.8454,4.068,1.6176,5.0247,,,PD,0.070717,PD,,PD,0.41013,4.0709,4.1929,0.9098,11.18,2.0015,0.43369,3.5682,2.7426,52.1413,16.1954,231.7099,4.0144,5.4371,1.8983,1.9772,4.0231,7.821,2.3119,3.5823,0.66918,7.4566,12.8421,7.8815,9.5713,2.4644,4.6158,1.9433,20.1033,5.2619,4.0237,0.80194,2.2308,8.2506,15.4392,3.0634,4.9765,3.278,1.7192,1.5064,4.1504,10.4679,3.2612,2.3025,9.8982,2.2298,2.2131,2.0613,11.668,1.9759,4.3693,1.1764,13.6215,5.1452,7.5091,4.3549,10.1502,7.5294,8.7264,8.3053,4.0877,1.5123,4.836,,,,,,,,,,,,,,,57,,, +3418,1.172,2.0223,,50-59y,Other,,,19.5576,5.7704,2.6723,2.5875,1.3005,ppmi_test,,,M,,0.48764,4.9105,4.866,0.92106,10.2441,1.815,0.4396,2.6499,3.1799,49.2709,15.1383,251.7422,4.7034,4.6108,1.8848,2.1982,3.808,7.8556,2.5243,3.2467,0.43058,6.6454,12.3358,12.4374,7.1598,2.9009,5.1404,2.0427,19.2044,6.0337,4.6997,1.1041,2.6561,7.4214,15.9437,3.0336,4.2483,3.2927,1.7813,1.4188,4.299,10.5966,3.4939,2.5395,12.5446,2.4066,2.8509,2.2584,12.3347,2.0833,4.2837,1.4935,16.2085,5.1182,9.656,3.1046,11.9205,8.0409,8.2259,8.7396,3.9149,1.6632,4.7788,,,PD,0.08693,PD,,PD,0.43277,4.1043,4.7421,0.91991,11.239,2.0736,0.42121,2.8048,3.3223,49.1133,14.4982,257.1672,4.2573,4.64,1.8808,2.0539,3.7042,8.4739,2.4056,3.4852,0.55632,6.5097,13.5118,12.7938,8.1864,2.6556,5.174,2.0907,19.352,5.0958,4.4515,1.1208,2.384,8.4443,15.7301,2.4924,4.4282,2.9988,1.8518,1.4528,4.1554,10.9524,3.2331,2.6449,11.1997,2.6668,2.731,2.1307,12.3329,2.1123,4.2359,1.3974,16.7462,5.4414,8.45,4.3307,10.3002,7.8968,7.9557,8.6127,3.7477,1.6918,4.5369,,,,,,,,,,,,,,,55,,, +3419,1.2294,2.3867,,60-69y,Other,,,13.7754,3.6102,2.0369,1.8287,1.4802,ppmi_test,,,F,,0.41971,3.5161,3.6188,0.68151,6.681,1.1974,0.33761,2.4073,2.7966,38.1308,14.0574,193.0951,3.0557,3.125,1.2637,1.4543,2.5758,5.5468,1.7081,2.5581,0.37814,4.5309,7.772,20.1416,5.5629,1.9151,3.1782,1.4585,13.142,4.2953,3.1047,0.71055,1.7681,5.018,8.8172,2.7192,3.0193,2.195,1.2228,1.2517,2.7571,7.1042,2.3659,1.9641,8.2959,2.0751,1.9593,1.6444,8.8167,1.4202,3.7138,1.0001,10.8963,3.5573,6.4507,2.2722,7.7053,5.0235,6.4494,5.4171,2.7226,1.0571,3.9852,,,PD,0.0616,PD,,PD,0.37967,2.9304,3.2693,0.64074,7.4444,1.3766,0.34276,2.4152,2.8043,37.8013,13.6076,192.0712,3.1708,3.2533,1.2504,1.4187,2.8009,5.4376,1.73,2.7117,0.43851,4.4197,7.5613,15.9105,5.5527,1.7461,3.0638,1.4911,13.3748,3.7548,3.0669,0.75367,1.9082,5.7551,9.2195,2.0298,2.9714,2.4491,1.1201,1.2211,2.5717,7.213,2.1372,1.9074,7.5963,1.6437,1.9046,1.5985,8.5992,1.2584,3.5425,0.99869,11.187,3.8069,5.3285,2.9995,8.0443,5.2193,6.2147,6.1117,2.554,1.0718,3.7147,,,,,,,,,,,,,,,67,,, +3420,1.1565,2.4421,,50-59y,Other,,,17.7154,5.1487,3.201,2.2651,1.205,ppmi_test,,,M,,0.49482,4.8555,4.5284,0.96834,8.6123,1.7393,0.46563,3.3093,2.9759,51.736,15.5546,238.3311,4.146,5.0631,1.8607,2.0087,3.5197,7.8082,2.3113,3.4128,0.33164,6.1517,11.2866,9.0429,8.4503,2.7964,5.0171,1.899,19.6972,5.4663,4.3062,1.1325,2.4671,7.1596,12.4297,3.4406,4.7654,3.0931,1.7386,1.4272,4.6379,10.8677,3.1563,2.4762,11.2579,2.4672,2.7478,2.3614,11.1221,1.9124,4.8169,1.296,14.5855,5.4385,9.2478,3.5086,10.8763,7.038,8.1308,8.3966,3.9538,1.7431,4.813,,,PD,0.072455,PD,,PD,0.42756,4.4846,4.4039,0.97244,8.4259,1.8589,0.46117,3.2821,3.0786,52.2027,14.8987,239.9378,3.9488,5.1701,2.0541,2.0821,3.8306,7.9881,2.2084,3.6305,0.39135,6.9925,10.2531,7.7089,8.9929,2.4697,5.3201,1.8505,20.6081,5.4611,3.8558,1.2121,2.6515,7.6642,8.6731,3.0958,4.7138,3.1973,1.6376,1.4633,4.3927,10.9954,3.0245,2.5502,9.8706,1.9619,2.4329,2.1107,11.5267,1.4748,4.6519,1.2744,13.484,5.2675,5.8691,5.1101,10.2689,5.1901,8.0204,8.4942,3.4851,1.5034,4.5624,,,,,,,,,,,,,,,50,,, +3421,0.68242,1.5153,,-50y,Other,,,19.1225,5.113,2.3549,2.0547,0.85017,ppmi_test,,,M,,0.52973,5.3885,4.2244,1.0589,10.7713,1.7778,0.45097,3.4295,3.0715,42.9332,15.0132,276.8753,3.8038,5.1377,1.9813,2.0662,3.9283,8.4007,2.6052,3.516,0.38125,7.9013,13.3728,5.6727,8.3695,2.7105,5.3291,2.0576,20.2013,6.8839,4.5713,1.1656,2.823,7.8348,15.9336,4.0246,5.0665,3.3717,1.6743,1.7099,5.1139,12.5855,3.5285,2.2183,11.4885,2.2993,2.7993,2.3225,13.0537,2.0575,4.4331,1.2902,14.4437,5.702,10.5658,4.2867,12.3778,8.253,8.9528,8.6416,3.9437,1.6375,5.4386,,,PD,0.073449,PD,,PD,0.46006,4.9028,4.512,1.0175,11.6025,2.0043,0.4329,3.4957,3.2694,42.7694,14.6153,285.715,3.7061,5.0994,2.0582,2.192,4.384,8.4737,2.4636,3.6192,0.50907,8.9428,12.2494,6.1199,9.0801,2.3996,5.1235,1.9678,19.615,6.8972,4.4175,1.1141,3.298,8.5781,13.5621,3.3045,5.5644,3.2772,1.6063,1.7565,4.7177,12.9499,3.1621,2.4795,9.8306,2.1937,2.5097,2.2807,12.2846,1.7667,4.4157,1.2063,14.62,5.7893,8.4685,5.1146,10.406,7.3827,8.4282,9.2291,3.1668,1.6284,5.2558,,,,,,,,,,,,,,,40,,, +3422,1.6917,2.4486,,50-59y,Other,,,16.3371,5.5604,3.0899,2.4593,2.2547,ppmi_test,,,M,,0.45456,4.7124,4.1768,0.90796,8.98,1.5385,0.41218,3.4515,3.3222,50.1537,15.146,212.6277,4.1027,4.6757,1.7558,1.8654,3.4972,8.1172,2.3461,3.2398,0.56016,6.8922,11.7532,22.341,8.2761,2.3018,4.4462,1.9052,17.7331,5.9984,3.978,0.95516,2.2439,7.2985,13.7623,3.3795,4.701,3.0286,1.4641,1.3844,4.383,10.9819,3.3857,2.3515,10.3275,2.6804,2.2335,2.3943,11.7982,1.9498,4.1544,1.2784,13.1216,5.0508,8.7852,3.565,10.0845,6.607,7.8206,7.4165,3.4658,1.7862,4.4541,,,PD,0.071563,PD,,PD,0.37518,4.2884,4.2631,0.93227,10.1507,1.7415,0.4014,3.7992,3.3703,50.7484,14.2831,211.7349,3.897,5.2973,1.867,2.1183,3.3771,8.0572,2.1729,3.5186,0.71841,7.2783,12.3637,21.1283,9.203,2.2499,4.4836,1.8822,17.6055,5.4528,3.7558,0.86038,2.1322,7.9459,13.8117,2.6419,4.7569,3.4769,1.6211,1.3971,3.9741,11.1509,3.0869,2.3551,9.3914,1.987,2.2834,2.2253,10.0712,1.6936,3.9658,1.1911,13.4927,4.9716,7.7059,4.8187,9.8569,6.7993,7.7986,8.4255,3.674,1.5951,4.2703,,,,,,,,,,,,,,,58,,, +3423,2.3124,2.6539,,60-69y,Other,,,17.9412,4.9571,2.6717,2.2471,1.6256,ppmi_test,,,M,,0.41784,4.6575,4.2887,0.89543,9.4356,1.6081,0.40349,3.5751,3.2334,47.4604,14.5514,204.7278,4.0361,4.9716,1.7087,1.8988,3.8554,7.9034,2.3481,3.4688,1.0059,6.6685,12.2912,21.2234,8.0121,2.2725,4.8627,1.8664,19.3959,6.9624,4.0477,1.2606,2.78,7.0672,13.5637,3.1316,4.3294,3.0013,1.297,1.2543,4.6565,10.5154,3.2984,2.527,10.7273,2.1455,2.2794,2.5344,11.9873,2.0364,4.4757,1.2263,14.1457,5.4499,9.4079,3.9907,9.7894,7.2594,8.2426,7.9494,3.3381,1.8411,4.5721,,,PD,0.067976,PD,,PD,0.39708,4.4754,3.9806,0.92054,10.3375,1.8446,0.40045,3.9047,3.2685,46.6902,13.9135,204.9638,3.7353,5.2437,1.8542,1.9407,3.7521,8.1357,2.2451,3.6477,1.028,6.8772,12.7259,16.9774,8.7168,2.343,4.9589,1.7741,17.9826,5.6801,3.9814,1.0644,2.6158,7.6364,13.7903,2.5016,4.2833,3.2397,1.6403,1.3789,4.1277,10.3851,3.0673,2.431,9.7586,2.2041,2.3835,2.1111,11.3648,1.7409,4.1252,1.2158,14.4509,5.033,7.2816,3.8659,10.312,6.9412,7.8376,8.523,3.6799,1.7239,4.5125,,,,,,,,,,,,,,,69,,, +3424,0.8842,2.084,,60-69y,Other,,,16.6159,4.4008,2.9455,2.4498,0.94413,ppmi_test,,,F,,0.4007,4.6041,3.7554,0.81237,9.483,1.5849,0.38081,3.4418,2.5266,48.5233,15.124,209.2963,3.847,4.622,1.5455,1.9307,3.5142,7.1953,2.1114,3.0924,0.42333,6.0193,10.5364,11.1658,7.192,2.4012,4.3944,1.7376,18.7871,5.8475,3.952,1.0944,2.5416,6.8868,12.5199,2.9549,4.2773,3.3163,1.5341,1.2528,3.932,10.0439,2.9611,2.1636,10.8429,2.6652,2.4316,2.2403,12.0949,2.2933,3.781,1.1634,13.7841,5.2403,7.7778,3.5398,9.849,6.9414,7.8128,7.3569,4.0321,1.9127,4.383,,,,0.065268,CN,,HC,0.3211,4.1247,3.8081,0.83691,10.2417,1.7741,0.37412,3.5937,2.5383,47.7027,14.316,212.0008,3.9969,4.725,1.7066,1.8633,3.5459,7.5783,2.1586,3.2997,0.42417,6.6262,10.9254,8.4719,8.0844,2.2565,4.6649,1.7092,18.6347,5.186,3.7917,0.9458,2.2873,7.6862,12.1099,2.3521,4.313,2.9544,1.6289,1.2973,3.9074,10.4428,2.7583,2.4023,9.4719,2.6166,2.3206,2.179,11.5103,1.9975,3.7607,1.1687,13.2546,5.0858,7.1848,4.1224,9.9459,6.8186,7.414,8.0043,3.6131,1.8187,4.1516,,,,,,,,,,,,,,,64,,, +3428,0.97331,1.5501,,50-59y,Other,,,16.1198,4.9325,2.5506,2.4689,1.063,ppmi_test,,,F,,0.47299,5.5681,4.378,0.84724,9.7988,1.7965,0.3868,3.5438,2.5442,47.1507,14.3708,218.8203,4.2979,5.7759,1.6965,2.0559,3.6674,7.579,2.4955,2.9617,0.34095,6.9634,11.3451,10.0303,7.6496,2.5469,5.3915,2.0679,21.4751,6.6705,4.7068,0.99687,2.908,8.2264,14.2136,3.2449,4.387,3.5965,1.4681,1.2841,4.1853,11.8142,3.1004,2.4849,11.5668,2.5435,2.6153,2.2819,13.1009,1.9655,3.635,1.3351,15.0772,5.6816,9.1405,4.0563,10.8089,7.3519,8.1002,7.7893,3.7274,1.7468,4.2305,,,,0.067627,CN,,HC,0.3891,5.0865,4.3378,0.92086,10.0148,1.9564,0.40123,3.7011,2.5596,46.7939,13.6353,218.3966,4.3969,5.9446,1.9212,2.4537,4.0333,7.777,2.321,3.2808,0.51872,6.4131,11.9592,7.272,8.7718,2.2647,5.5704,1.9545,20.3911,5.266,4.2061,1.1096,2.9537,8.5076,14.5746,2.3218,4.1936,3.8643,1.5128,1.2952,4.065,11.6236,3.0563,2.4019,10.7184,2.3344,2.349,2.1084,12.3167,1.9177,3.5939,1.22,15.4757,5.9225,8.2233,4.397,10.8244,7.6574,8.0383,8.9504,3.9128,1.5854,4.0124,,,,,,,,,,,,,,,58,,, +3429,2.2529,2.032,,60-69y,Other,,,18.0922,5.1375,2.725,2.4384,1.9295,ppmi_test,,,M,,0.48564,4.2369,4.6204,0.90444,8.9219,1.5004,0.42062,2.8781,3.5454,51.2501,14.0234,196.7746,4.1871,4.3111,1.6652,2.2056,3.1362,7.3937,2.0189,3.2039,0.86427,5.2201,11.0526,22.4229,7.443,2.3919,4.841,1.652,17.0316,5.4052,3.7648,1.1819,2.6029,6.5416,11.6632,2.3041,4.0264,3.5799,1.6256,1.3586,4.6801,10.5961,3.2949,2.4262,10.6163,2.8697,2.5468,2.3822,11.5702,2.3595,4.0507,1.2116,14.5773,5.2902,8.4791,3.1241,10.2556,6.7568,7.6446,7.2459,3.8583,1.9046,4.6829,,,PD,0.069171,PD,,PD,0.42214,3.7312,4.4428,0.84875,10.9503,1.6017,0.41773,3.264,3.7122,50.6154,13.726,200.404,4.2403,4.6516,1.6461,2.1091,3.6299,7.1797,2.0879,3.4894,0.93841,6.7778,11.8072,22.4973,7.9444,2.2814,4.5559,1.6465,17.994,4.7802,3.7717,1.0983,2.4922,7.1642,12.9536,1.9987,4.4695,3.1811,1.7412,1.3883,4.1471,10.886,2.9903,2.4533,9.0542,2.4995,2.3462,2.0375,11.5625,2.193,4.1048,1.1966,13.2434,5.3085,8.2681,3.8587,10.0525,6.667,7.5192,7.3168,3.5176,1.6629,4.4396,,,,,,,,,,,,,,,65,,, +3551,1.3934,1.704,,60-69y,Other,,,18.7615,5.2835,2.9892,2.3822,1.4081,ppmi_test,,,M,,0.45792,4.6983,4.626,0.87845,7.8555,1.6579,0.44703,2.9065,3.1829,48.4176,17.2623,226.5669,4.2591,4.5899,1.7805,2.0475,3.7027,7.5261,2.2153,3.1654,0.59496,6.7094,11.9351,18.3056,8.0077,2.4935,4.3885,1.8823,20.1372,5.7981,4.1956,1.3828,2.7861,7.4976,14.425,3.3396,4.5435,3.6138,1.5928,1.5315,4.3512,10.7114,3.4201,2.5484,12.7285,2.3603,2.5245,2.4331,14.949,2.207,4.6657,1.3319,14.9523,5.8756,8.5467,3.5135,9.5536,7.4823,8.7991,8.0728,4.2491,1.6797,4.8801,,,,0.078105,CN,,HC,0.42701,3.9649,4.5257,0.91765,10.4526,1.8286,0.4375,3.2022,3.2408,48.2207,16.8572,232.5632,4.1625,4.9737,1.9465,2.0737,3.82,7.9405,2.1629,3.4005,0.54101,6.8391,12.2981,16.0427,8.4346,2.3613,4.8684,1.9713,20.0424,5.2369,3.8391,1.075,2.7387,8.4836,14.3794,3.261,4.5906,3.6537,1.5827,1.5225,3.8281,10.2148,3.127,2.6844,11.1883,2.5453,2.3564,2.35,13.8573,2.025,4.565,1.222,15.745,5.6019,7.8975,4.2785,10.6103,7.4227,8.5821,8.3609,3.6723,1.6393,4.778,,,,,,,,,,,,,,,64,,, +3552,1.8219,2.2223,,60-69y,Other,,,21.2522,5.5552,2.8469,2.5022,1.5773,ppmi_test,,,M,,0.44283,4.2934,4.2976,0.8256,10.1778,1.5644,0.3892,3.2736,3.1253,51.9033,18.9668,246.503,3.9012,3.9231,1.7188,1.9967,3.8528,6.8466,2.2212,3.1969,0.47882,6.4465,10.6638,20.39,7.73,2.3284,4.4777,1.8071,16.9874,6.1248,4.1696,1.2275,2.8181,7.669,14.0026,3.4502,4.244,3.1084,1.5104,1.5934,4.9199,11.3046,3.3841,2.4221,11.7401,2.0618,2.369,2.1818,12.3145,1.5128,4.5596,1.3848,15.3579,5.869,8.7362,3.1428,11.7288,6.717,8.9191,7.76,3.8864,1.296,5.4913,,,PD,0.089035,PD,,PD,0.37914,3.3929,4.1123,0.87042,9.4772,1.7378,0.40806,3.537,3.3108,53.4419,18.8218,251.7199,3.5122,4.722,1.8961,1.9218,4.0493,7.5739,2.1555,3.379,0.58081,6.9428,11.216,17.7287,8.8873,2.1586,4.4005,1.8042,18.1118,5.3663,4.0281,1.1383,2.6543,8.5197,13.5317,3.43,4.9183,3.3599,1.4193,1.5962,4.4593,11.4378,3.1675,2.3208,10.4641,1.8012,2.0889,2.0104,11.8178,1.5779,4.399,1.2878,14.4491,5.8367,7.4361,4.1366,11.3262,6.4799,8.6275,8.389,3.6783,1.2614,5.2737,,,,,,,,,,,,,,,61,,, +3554,1.4645,2.3307,,70-79y,Other,,,18.1974,4.5811,2.6941,2.1373,1.3908,ppmi_test,,,M,,0.50178,4.6577,4.5014,0.94066,10.3508,1.5251,0.42134,2.4619,3.5142,47.3319,16.1438,224.9976,3.8067,3.8304,1.8014,1.9471,3.6131,7.7174,2.0038,3.1924,0.63261,6.3809,10.6581,16.2368,7.1295,2.3127,4.6997,1.7914,18.3948,6.1805,4.0769,1.0279,2.5559,7.1189,12.6064,3.031,4.1542,3.4581,1.3976,1.6046,4.3571,10.7274,3.4274,2.4454,12.2939,2.0849,2.5036,2.3237,12.7851,1.9243,4.7545,1.2736,15.1636,5.4111,9.0532,3.0603,11.1051,7.5718,8.2987,7.473,3.6862,1.612,4.8378,,,,0.075861,CN,,HC,0.4484,4.437,4.3275,0.93703,10.7456,1.7014,0.42041,2.7066,3.3685,48.4278,15.5829,229.4329,3.8383,4.5582,1.9049,1.8059,3.4856,7.7966,2.0175,3.5701,0.5599,7.0231,11.6157,13.1581,8.0191,2.2875,4.5743,1.6975,18.0452,6.2438,3.8476,1.3292,2.7103,7.6043,14.4773,3.0735,4.4661,3.1035,1.5876,1.5327,3.9021,11.0711,3.2915,2.4322,11.2582,2.1498,2.4866,2.0762,13.0261,1.7699,4.5149,1.1472,14.4252,5.3989,7.6261,4.1373,10.5329,7.0813,8.3292,8.0392,3.2485,1.3457,4.6216,,,,,,,,,,,,,,,75,,, +3555,1.0032,2.6091,,-50y,Other,,,22.8601,5.597,3.0191,2.6147,1.1148,ppmi_test,,,M,,0.53285,5.1895,5.3758,1.052,10.7706,1.7898,0.45238,3.7856,3.2757,53.3483,19.5429,297.9824,4.5717,5.5824,2.0223,2.651,4.1634,8.3341,2.5634,3.6454,0.70886,8.083,13.599,12.374,8.7618,2.7223,5.3424,2.1538,23.4988,7.992,4.538,1.4303,2.9282,8.1043,16.567,4.6809,5.1823,3.8468,1.872,1.9387,4.8706,11.7491,3.6979,2.5723,13.7249,2.7398,2.717,2.5126,15.5459,2.4916,5.5703,1.4304,16.8962,6.1185,10.0054,4.375,11.6869,7.7537,9.7483,9.2009,4.4208,1.9363,5.9943,,,,0.061726,CN,,HC,0.4815,4.3759,5.1736,1.0114,11.3682,1.996,0.49302,3.9482,3.4813,53.474,18.8899,300.4381,4.6408,5.5028,2.1178,2.4167,4.4664,8.6306,2.6348,3.7992,0.75794,9.1625,14.2239,10.5729,9.3042,2.5429,5.0951,2.2452,21.2607,7.3045,4.4737,1.348,3.0018,9.5391,16.2276,3.8447,4.9659,3.8116,1.7672,1.8596,4.5095,11.8352,3.4743,2.7018,12.3081,2.4412,2.6824,2.4161,15.9888,2.2314,5.5729,1.3391,17.513,6.2049,8.8425,5.2054,11.81,8.4217,9.4387,9.5684,3.9184,1.8815,5.7718,,,,,,,,,,,,,,,40,,, +3556,1.1789,1.9845,,60-69y,Other,,,19.3121,5.8292,2.6056,2.4488,1.1668,ppmi_test,,,M,,0.45482,4.4978,4.339,0.96831,9.955,1.4918,0.40339,3.8181,3.1663,47.7546,16.2902,220.5529,3.5707,4.5748,1.7814,2.0153,3.6342,7.1028,2.0834,3.3801,0.46076,6.7049,10.9179,11.6308,8.4577,2.4245,5.0587,1.7648,19.7777,7.115,3.887,1.2872,2.8133,6.9903,13.7936,3.8357,4.5228,3.252,1.4553,1.3694,4.8394,10.546,3.3541,2.2398,11.8435,2.2782,2.3947,2.1399,12.5509,1.8362,4.2901,1.2566,15.4684,5.4248,8.4045,3.9817,12.678,7.3656,8.2592,7.8582,3.9963,1.4741,4.7702,,,PD,0.070379,PD,,PD,0.43301,3.8343,4.3118,0.94369,10.0297,1.7118,0.42201,3.6662,3.2848,48.5992,15.6777,224.3173,3.5184,4.8925,1.7067,2.0992,3.6894,7.4901,2.0075,3.5062,0.50729,7.2332,12.1011,11.0245,8.776,2.1113,4.9453,1.7415,19.032,5.5749,3.8799,1.2877,2.7659,7.995,14.0306,3.3625,4.7577,3.2207,1.5884,1.3402,4.4166,10.9307,2.9831,2.1064,10.414,1.9581,2.3769,1.9345,12.0032,1.6746,4.212,1.1722,15.8228,5.8652,7.3861,5.3137,11.5786,7.5105,7.8955,7.8324,3.504,1.3226,4.5093,,,,,,,,,,,,,,,66,,, +3557,1.3271,2.1396,,50-59y,Other,,,20.8932,5.0553,2.8661,2.391,1.6219,ppmi_test,,,M,,0.51426,5.1296,4.8895,0.85171,9.1817,1.6861,0.39942,3.8928,3.7091,49.2933,18.2459,252.1538,3.9644,5.3881,1.6221,2.2538,4.0461,7.6,2.2696,3.1473,0.50575,6.9096,10.8473,24.7859,8.4854,2.6547,5.007,2.0672,20.4859,6.8005,4.2725,1.2262,2.7863,7.9609,12.5706,4.2002,4.6458,3.7225,1.804,1.7901,4.4577,10.5102,3.3826,2.6042,11.43,2.4265,2.4981,2.4705,13.1385,2.0319,4.5576,1.384,14.5772,5.5231,8.4997,4.1598,10.3461,7.3033,9.493,7.625,4.9396,1.7808,5.3432,,,PD,0.07743,PD,,PD,0.49664,4.7604,4.6186,0.87128,10.9182,1.7276,0.42455,3.8602,3.8356,50.0954,18.043,257.4019,3.5573,5.581,1.6802,2.1559,4.4501,7.1932,2.2278,3.3449,0.48477,7.0872,11.2066,19.827,8.6847,2.473,5.0066,2.0214,20.1943,5.6697,3.8444,1.1292,2.9175,8.6554,13.4721,3.3055,4.5483,3.8772,1.7685,1.6942,4.0011,10.0952,2.9327,2.5449,10.6415,1.814,2.5948,2.0841,13.3144,1.9132,4.6866,1.3257,15.4765,5.572,7.5885,4.7989,9.8785,7.1491,8.9738,7.6769,3.6317,1.4213,4.987,,,,,,,,,,,,,,,59,,, +3558,2.2084,2.0953,,60-69y,Other,,,19.5484,5.1957,2.8214,2.254,1.7119,ppmi_test,,,M,,0.47208,4.687,4.08,0.91977,9.5394,1.6394,0.42236,3.0441,3.3241,48.2514,16.555,243.4134,3.8492,4.4042,1.8186,1.7503,3.5649,7.3907,2.1227,3.3096,0.47238,6.7515,11.754,17.8429,8.1328,2.405,5.3264,1.8726,18.5004,6.8718,4.1206,1.1027,2.7119,7.4986,15.8244,3.8041,4.4043,2.8721,1.3418,1.6631,5.1837,11.746,3.5412,2.2512,12.4413,2.3826,2.4914,2.1021,12.6924,1.9242,4.6558,1.3007,15.6145,5.8673,9.596,3.492,11.5452,7.6821,8.6898,8.0662,3.824,1.4306,5.1384,,,PD,0.093999,PD,,PD,0.43164,4.111,3.9684,0.9415,11.1391,1.7773,0.43396,3.4082,3.3287,49.4765,16.1845,245.5952,4.0086,4.6249,1.8352,1.9337,3.9238,7.767,2.0855,3.6253,0.64264,6.9413,11.844,16.5057,8.7482,2.3067,4.9728,1.7954,18.6848,4.8456,3.8396,1.043,2.9714,8.195,15.3554,2.8443,4.591,3.4512,1.5148,1.6423,4.6658,11.9442,3.3765,2.2577,10.6771,2.1396,2.339,2.0269,12.9181,2.0,4.6877,1.2735,14.5847,5.7986,8.4776,4.187,11.8564,8.1575,8.5244,7.7984,3.5143,1.5516,4.8782,,,,,,,,,,,,,,,63,,, +3559,1.3358,1.8989,,-50y,Other,,,20.9616,5.6922,3.1112,2.661,1.4891,ppmi_test,,,M,,0.41592,5.1244,5.0049,1.0091,9.6774,1.6022,0.41831,3.6019,2.4551,56.9408,18.1045,215.9299,4.4444,5.4946,1.9715,2.5978,3.9067,7.9162,2.2992,3.4607,0.50957,7.3022,12.9103,16.9679,8.2773,2.5785,5.4993,2.1235,21.9943,6.9934,4.2004,1.4633,3.0893,7.6196,16.4783,4.0458,4.8951,4.0518,1.8773,1.3443,5.7506,13.4269,3.5254,2.5466,12.1571,2.8707,2.592,2.6096,13.5381,2.2263,3.2661,1.3861,15.6304,5.8298,9.6146,4.1452,11.926,8.3185,8.4091,8.9384,4.9818,1.8406,5.1206,,,PD,0.08728,PD,,PD,0.46962,4.7912,4.6235,1.0128,11.9743,1.8988,0.4487,3.6681,3.9041,57.7783,18.1046,224.6397,4.474,5.2242,2.0324,2.3252,4.0913,8.3313,2.4366,3.5464,0.60047,7.239,13.1959,15.2813,8.6057,2.4298,5.4531,2.1154,21.9667,5.3421,4.1707,1.0771,2.6694,8.2796,16.3208,3.3892,4.753,3.628,1.8005,1.6305,4.9084,13.0923,3.1366,2.5445,11.2655,2.3681,2.444,2.2547,14.3807,1.9768,4.9356,1.3379,15.8701,5.9106,9.6819,4.6545,12.3069,8.1376,8.8363,8.8115,4.0107,1.6841,5.0657,,,,,,,,,,,,,,,38,,, +3563,1.9383,1.7888,,60-69y,Other,,,17.1692,4.469,2.6963,2.3126,1.3372,ppmi_test,,,M,,0.47258,5.412,4.4508,0.91243,10.5331,1.7627,0.42454,3.376,3.6528,47.0894,14.8108,239.2055,4.3803,4.645,1.7471,2.0349,3.9847,8.2241,2.318,3.3418,0.52501,6.9593,12.0785,26.5474,7.6303,2.5288,5.2783,2.2511,22.3793,6.3263,4.3233,1.2207,2.7494,8.2499,14.9119,3.5691,4.7031,3.1846,1.5465,1.5105,4.3622,10.633,3.2193,2.271,12.1738,2.1601,2.6227,2.3841,14.8675,1.8421,4.3894,1.3571,18.0261,6.44,9.0467,3.5797,11.5779,7.9996,8.7962,8.3687,3.7692,1.4775,4.7923,,,,0.075456,CN,,HC,0.44431,5.378,4.4732,0.91015,11.1058,2.0306,0.42151,3.2732,3.6213,47.1373,14.3425,240.9659,4.0802,4.818,1.8242,2.1178,4.2544,8.737,2.2662,3.6158,0.65103,6.513,11.8025,20.6053,8.6884,2.5554,5.2447,2.1291,22.7969,5.2413,4.1672,1.077,2.7276,8.9388,14.0473,2.8028,4.2114,3.6764,1.8269,1.5279,4.3252,10.9491,3.2278,2.3679,10.7344,2.077,2.6895,2.0958,13.8172,1.8042,4.3026,1.2986,16.9114,6.0117,7.8757,4.1231,11.982,8.0658,8.6292,8.4903,4.2401,1.4458,4.6528,,,,,,,,,,,,,,,60,,, +3564,1.93,2.2173,,60-69y,Other,,,20.4721,5.1448,2.9454,2.2423,1.6818,ppmi_test,,,M,,0.45877,5.1709,4.6954,0.90334,9.628,1.7867,0.4117,3.0709,3.3829,50.358,17.2106,241.4314,4.1756,4.7447,1.7909,1.8924,3.928,7.2066,2.1606,3.2148,0.56122,6.9887,10.0751,26.4689,7.6451,2.7698,5.0227,2.1276,20.2041,6.6212,4.2656,1.2626,2.9455,7.6579,12.7134,4.0272,4.4714,3.5634,1.6611,1.5872,4.9328,11.9653,3.4597,2.6649,12.2458,2.6601,2.9607,2.6214,14.6115,2.0239,4.4967,1.2819,14.4544,5.8706,8.1006,3.4764,11.6174,6.9606,9.0621,7.0291,4.1366,1.9135,5.0518,,,PD,0.083089,PD,,PD,0.40686,4.7816,4.3517,0.8957,10.0627,1.9725,0.41831,3.4827,3.7064,51.9118,16.8212,246.7655,3.7338,5.3942,1.7923,1.9004,4.1986,7.7363,2.2061,3.4701,0.9941,7.6416,11.2433,25.3762,8.1793,2.5527,5.0237,2.1439,19.6179,5.3223,3.9173,1.2422,2.9236,8.2052,13.1758,3.3996,4.5421,3.5719,1.5774,1.5589,4.4332,11.7763,3.125,2.5386,11.141,2.5047,2.6256,2.1108,13.5055,1.9353,4.5017,1.2589,15.1055,5.6938,7.7664,4.1959,11.9015,7.259,9.0693,7.5275,3.8869,1.5303,4.8521,,,,,,,,,,,,,,,69,,, +3704,1.279,2.9649,,60-69y,Other,,,17.6482,4.3994,2.7707,2.2514,1.1094,ppmi_test,,,M,,0.52247,5.1996,4.345,0.9112,9.0972,1.7474,0.41107,3.1278,3.0516,32.9487,16.384,267.6802,4.1981,4.126,1.5562,2.1235,3.5555,7.6791,2.2289,3.4736,0.45759,6.9457,12.1668,9.9083,7.5427,2.6216,5.632,2.0688,21.6933,5.6732,4.1373,1.3874,3.2071,7.3172,14.9978,3.3296,4.8645,3.3374,1.5114,1.5505,4.7083,11.5064,3.1576,2.3223,12.3953,2.5148,2.6095,2.4318,14.9163,2.2182,4.6412,1.365,15.9755,5.6604,9.9957,3.2945,9.9185,8.1918,8.7806,8.7184,3.8422,1.7664,4.7554,,,PD,0.080812,PD,,PD,0.48411,4.7964,4.2922,0.86733,10.6003,2.0274,0.39795,3.007,3.3618,35.175,17.3127,273.7322,4.2955,4.1085,1.6656,2.1096,3.7966,8.1248,2.2005,3.6978,0.62106,7.3252,13.5345,10.0672,7.7456,2.5483,5.5009,2.0909,21.1668,5.0238,4.0896,0.8955,2.4127,8.8489,16.3777,2.6459,4.6915,3.4308,1.5932,1.5405,4.3281,10.8999,3.0266,2.4626,10.1601,2.5062,2.3306,2.2456,12.4661,1.969,4.7199,1.2458,15.5941,5.5371,7.9034,4.0702,11.3788,8.0251,8.236,9.0678,3.8766,1.6552,4.5803,,,,,,,,,,,,,,,69,,, +3709,1.0206,1.4932,,50-59y,Other,,,18.937,4.6367,2.5524,2.0773,0.93917,ppmi_test,,,M,,0.44764,4.6054,4.1223,0.84428,10.5773,1.5953,0.38546,3.0509,2.7177,43.1324,15.9744,253.1811,4.1164,4.0146,1.6301,1.978,3.5711,7.1622,2.1679,3.1519,0.39765,6.3827,10.8745,6.6381,7.1379,2.466,5.5461,1.8971,18.7126,6.5914,4.0596,1.286,2.9376,6.2439,14.7682,3.159,4.2535,3.2714,1.4799,1.6003,4.8123,10.959,3.1041,2.2203,12.3197,2.2946,2.5573,2.2634,12.6852,2.1511,4.0571,1.2909,13.1402,5.1904,9.8311,3.3595,10.7917,8.6293,8.7664,7.5947,3.7769,1.4253,4.7683,,,PD,0.085469,PD,,PD,0.40402,4.1231,3.927,0.81279,11.8247,1.8501,0.40206,2.9722,2.9199,42.9688,15.8272,261.8239,3.7635,4.3219,1.6819,2.076,3.7032,7.7192,2.1338,3.2224,0.53724,6.5214,12.2901,6.0556,7.4165,2.3326,5.1237,1.8639,17.1633,5.3272,4.0433,1.2182,3.1507,7.433,15.9631,2.2665,4.2493,3.3888,1.5863,1.6212,3.9522,10.9515,2.9825,2.1689,10.3862,2.1117,2.2983,1.8349,12.8394,1.8763,3.877,1.2613,14.0909,5.4266,8.8731,3.9746,11.5074,8.2523,8.2455,8.0059,3.7578,1.2546,4.5696,,,,,,,,,,,,,,,56,,, +3710,0.82583,1.5145,,-50y,Other,,,21.542,4.7809,3.0508,2.2599,1.0666,ppmi_test,,,M,,0.45421,3.9397,3.7463,0.85447,9.0358,1.5152,0.35614,2.6694,3.0199,50.7349,19.6272,246.4894,3.4161,4.1941,1.7112,1.8179,3.0205,6.8625,2.085,3.1816,0.49136,5.8119,9.9668,8.7692,6.6421,2.1951,4.4767,1.6145,17.5025,6.6945,3.9679,0.9868,2.4497,5.9474,12.2554,3.3466,3.9962,3.4396,1.2722,1.6258,3.8703,9.587,3.147,2.0354,10.139,2.0044,2.2553,1.9688,11.9099,1.6481,4.301,1.0773,13.7809,4.7179,7.7767,3.8976,10.3564,6.3191,8.2236,7.2522,3.5842,1.2124,5.1435,,,PD,0.077735,PD,,PD,0.43254,3.3626,3.6566,0.90197,10.334,1.7251,0.37633,2.7753,3.1876,50.9768,18.9028,248.0548,3.6196,4.0498,1.8359,1.7791,3.3635,6.8215,2.1132,3.4247,0.51131,5.7211,9.7843,9.2876,7.27,2.2198,4.1,1.7383,16.705,5.0792,3.7646,1.0167,2.3599,6.8732,13.1337,2.754,3.8192,3.3107,1.4259,1.6094,3.6086,9.3147,2.9418,2.0925,9.5736,1.872,2.1342,1.7298,12.1895,1.653,4.3726,1.0788,14.2175,4.9499,7.4044,3.9159,10.3965,7.0097,8.0793,7.4924,2.9809,1.2168,4.9288,,,,,,,,,,,,,,,37,,, +3711,0.98244,2.2321,,50-59y,Other,,,22.4835,5.8462,2.814,2.4958,1.1793,ppmi_test,,,M,,0.49721,5.223,4.3548,0.929,10.4026,1.8705,0.42459,3.7345,3.4594,50.7736,19.4289,286.7288,3.6111,5.0304,1.8444,2.1531,4.0768,8.1825,2.451,3.5876,0.44267,7.3347,11.9997,13.1049,8.7334,2.8758,5.3288,2.1177,21.7773,7.4358,4.5898,1.2599,2.7737,7.5882,15.321,4.1521,4.9055,4.0974,1.7708,1.8346,4.9011,11.2299,3.7035,2.0954,13.0198,2.2354,2.9826,2.2536,14.5359,1.9042,5.0404,1.2886,16.3757,5.8585,9.3957,4.156,12.611,8.2308,10.0097,8.5938,4.7785,1.375,5.8802,,,,0.082674,CN,,HC,0.43932,4.4231,4.1972,0.91486,11.9269,2.2397,0.40975,3.8567,3.5658,50.6947,19.1455,288.3445,3.7732,4.9036,1.847,2.0746,4.7072,8.3209,2.4285,3.7342,0.45567,7.5253,12.2025,13.3657,9.2037,2.7206,4.571,2.0842,21.4176,6.0821,4.4741,0.99512,2.7283,8.7069,15.0731,3.6073,5.0079,3.8507,1.7686,1.825,4.4997,11.2112,3.3082,2.1801,11.346,2.1886,2.55,2.0611,13.7839,1.9716,5.0305,1.2568,17.5587,6.1435,9.1249,4.511,12.2229,8.1987,9.4165,8.3114,3.8996,1.3731,5.6179,,,,,,,,,,,,,,,53,,, +3752,0.93321,2.3951,,50-59y,Other,,,21.0889,5.4131,3.4106,2.6478,0.90602,ppmi_test,,,M,,0.51393,4.4294,4.5222,0.90721,8.9246,1.6407,0.44446,3.7748,3.3442,53.6704,18.8267,227.8283,4.7856,4.7093,1.7701,2.2343,3.8558,8.1513,1.965,3.2754,0.42441,6.6368,11.6325,8.5231,7.9764,2.6726,4.8739,1.68,19.0219,6.6722,4.3295,1.2278,2.7302,7.0969,13.3271,3.805,4.5302,3.187,1.7322,1.5031,4.3432,10.0086,3.3709,2.402,12.5799,2.7721,2.8272,2.2652,14.813,2.4869,4.9565,1.1873,15.3575,5.365,8.5323,4.0586,10.7771,6.9658,8.6868,8.0096,3.6198,1.8284,5.0239,,,PD,0.079485,PD,,PD,0.46118,3.7803,4.4029,0.90488,10.5099,1.7474,0.43392,3.6646,3.392,54.6009,18.3036,234.7961,4.4432,5.3021,1.79,2.1056,3.9201,8.5371,2.0148,3.4552,0.47873,6.9337,12.7437,8.632,8.6924,2.291,4.2937,1.6645,20.3586,5.1326,3.8984,1.1353,2.5443,8.1674,14.9369,3.1975,4.6881,3.5494,1.6724,1.4584,4.287,10.3306,3.1791,2.4261,11.1877,2.1973,2.509,2.0839,14.2054,1.9804,5.0121,1.1297,14.5362,5.4208,8.7662,4.5281,11.1218,7.6283,8.4544,8.0446,3.6866,1.4685,4.7012,,,,,,,,,,,,,,,52,,, +3753,1.2441,1.9429,,60-69y,Other,,,18.0178,4.8531,2.3933,2.1595,1.2608,ppmi_test,,,F,,0.46468,4.5551,4.1088,0.96274,8.9056,1.5757,0.41909,3.3529,3.0876,44.5264,14.0885,226.0806,3.981,4.9876,1.7493,1.855,3.3461,7.3178,2.1853,3.5703,0.4751,6.6701,10.8973,12.6439,7.9094,2.4161,4.6728,1.8295,20.1143,5.6541,4.1155,1.3785,2.8862,6.9356,13.482,3.378,4.4025,3.1674,1.5303,1.3531,4.3789,11.0121,3.3382,2.352,12.458,2.3521,2.4115,2.2885,14.725,2.2262,4.4177,1.254,14.6281,5.2001,9.3007,3.615,9.4878,7.9837,8.5642,7.5195,3.83,1.6745,4.6065,,,PD,0.075793,PD,,PD,0.42249,4.3262,3.8768,0.88061,10.2965,1.7449,0.41569,3.4437,3.1736,44.8859,14.1393,231.5835,4.049,4.9531,1.7249,1.9101,3.6331,7.5423,2.1654,3.6569,0.51045,7.2959,11.4272,10.4072,8.4984,2.1156,4.4506,1.7388,18.955,5.0526,3.9755,1.2145,3.002,7.7652,13.8024,3.0508,4.4897,3.6887,1.4916,1.3943,3.8815,10.7959,2.9508,2.2001,11.0391,2.0912,2.2205,1.9521,13.2575,1.8416,4.1915,1.2362,14.4289,5.5686,8.0796,4.0528,10.018,7.0947,8.4546,7.5205,3.644,1.4452,4.4221,,,,,,,,,,,,,,,69,,, +3756,1.522,3.0616,,60-69y,Other,,,19.2966,4.5336,2.8312,2.1276,1.2812,ppmi_test,,,M,,0.50406,5.4271,4.6317,0.94689,10.1076,1.5415,0.43932,3.5719,3.5801,47.7597,16.2148,228.8475,4.3261,5.0679,1.8729,1.8359,3.7267,7.4136,2.1452,3.2585,0.72213,7.0221,11.7433,18.9402,7.5626,2.5726,5.2332,2.0151,21.419,6.3136,4.0907,1.1266,2.6012,8.0109,14.3726,3.973,4.3279,3.26,1.5566,1.562,4.7451,12.1355,3.4628,2.6976,11.7012,2.7519,2.64,2.3836,13.5006,2.4921,5.0247,1.3798,15.7323,5.6572,9.013,3.5495,11.4087,7.5105,9.3001,8.0849,4.241,1.856,4.9915,,,,0.07438,CN,,HC,0.44619,4.0698,4.3214,0.92291,11.0265,1.7259,0.44708,4.2791,3.6324,49.2261,15.7432,234.2482,4.2383,5.3833,1.866,1.9762,4.0797,7.8298,2.1499,3.2967,0.67257,7.198,11.8631,16.5131,8.5822,2.3477,4.5074,1.988,19.55,6.1385,3.8779,1.0856,2.8117,9.2178,14.232,3.346,4.7814,3.3039,1.578,1.5163,4.037,11.6414,3.1494,2.6341,9.9701,2.7023,2.4053,2.1257,14.5637,2.2923,4.8365,1.2855,15.7125,6.1947,8.1577,4.5057,11.2508,7.2709,9.1272,8.2681,3.511,1.6715,4.689,,,,,,,,,,,,,,,65,,, +3757,1.579,1.3964,,70-79y,Other,,,16.7861,4.3493,2.264,2.0536,1.5701,ppmi_test,,,M,,0.48804,4.7884,4.3914,0.86998,8.6088,1.6025,0.4237,3.4838,3.3929,42.741,13.1601,207.2504,3.6927,5.0685,1.8415,1.9387,3.4881,7.1452,1.972,3.0313,0.40044,6.9752,11.0594,13.1824,7.7737,2.4089,4.6594,1.8436,17.1346,6.1413,4.009,1.1436,2.5157,7.0585,12.9846,3.9459,4.8031,3.6451,1.495,1.3316,4.2569,11.3045,3.1507,2.4239,11.9138,2.352,2.5694,2.4051,12.9415,1.9946,4.0079,1.379,13.9586,5.2904,8.1359,3.9239,11.2366,6.5245,7.8843,7.8513,3.8438,1.5662,4.4628,,,PD,0.084842,PD,,PD,0.41291,4.2876,4.0177,0.88282,9.5899,1.8736,0.40904,3.4178,3.3401,43.7096,12.7335,214.034,4.0091,5.2446,1.9154,1.8715,3.8117,7.2334,2.0006,3.2521,0.46344,7.3054,11.688,10.9391,8.042,2.3245,4.6002,1.8555,19.2877,5.0952,3.8357,1.0462,2.6826,7.5349,14.4262,3.2891,4.6308,2.9872,1.4725,1.3579,3.9174,10.6394,3.104,2.2145,10.7469,1.8304,2.3392,2.1706,12.4827,1.83,3.823,1.2983,13.8038,5.4902,7.5435,4.3867,11.639,7.3351,7.6622,8.1172,3.4305,1.4865,4.2606,,,,,,,,,,,,,,,70,,, +3758,3.3207,2.3622,,70-79y,Other,,,18.8202,5.0381,2.9444,2.3756,2.9962,ppmi_test,,,M,,0.43178,4.1926,4.3399,0.90472,8.3573,1.4415,0.38916,3.375,4.1346,45.4803,14.445,214.5031,3.8351,5.017,1.5641,1.9182,3.8207,6.8118,2.0118,3.3841,1.771,7.0164,10.892,49.8544,7.5265,2.2309,5.0401,1.6812,18.1995,6.5408,3.685,1.084,2.5144,6.7854,14.3221,3.6097,4.3282,3.1829,1.3083,1.5508,4.788,11.3522,3.182,2.3986,11.1492,2.3111,2.2637,2.3294,13.1962,2.0286,4.6802,1.2484,14.8723,5.2848,7.3717,3.8632,11.3513,7.3235,8.511,7.0197,3.518,1.4906,4.9913,,,PD,0.06953,PD,,PD,0.41833,4.087,4.0423,0.86534,9.6804,1.5922,0.39595,3.4016,4.4184,48.8549,14.7699,218.7794,3.5817,5.0515,1.5397,1.8288,3.8047,7.1298,2.0176,3.7641,2.3673,6.7791,11.7861,42.3039,8.0481,2.0475,4.9066,1.608,17.8022,5.2212,3.5396,1.1252,2.67,7.7511,15.1915,2.9913,4.2274,2.9901,1.3743,1.4721,4.2661,11.001,3.0631,2.331,9.8533,2.0989,2.0572,2.0265,13.078,2.0201,4.5896,1.1674,15.4584,5.7484,7.3687,4.2211,9.8218,7.2475,8.4216,7.4452,3.1953,1.4387,4.7027,,,,,,,,,,,,,,,70,,, +3759,0.63937,1.3382,,50-59y,Other,,,16.4614,4.1967,2.2784,2.0336,0.8026,ppmi_test,,,F,,0.41056,3.8317,3.688,0.80244,7.569,1.3496,0.34449,2.9568,2.8952,40.234,14.4858,204.847,3.722,4.0644,1.4891,1.8637,3.0849,6.2183,1.7707,3.1139,0.55892,5.0169,9.7212,6.7031,6.75,2.0805,3.9854,1.5306,16.0383,4.8481,3.5251,0.85475,2.1497,5.8135,11.3416,3.0043,3.7105,3.1637,1.2399,1.3531,3.8193,9.5744,2.8313,2.0259,10.3889,2.3502,2.1615,2.0159,12.1917,2.1134,3.8781,1.0358,14.1991,4.7564,8.7555,3.2898,11.1923,6.3397,7.9077,6.8214,3.3923,1.6713,4.2172,,,,0.073138,CN,,HC,0.36356,3.5475,3.5152,0.79272,8.9362,1.6586,0.3497,3.0951,2.8719,41.1346,14.2223,207.2172,3.0114,4.553,1.5096,1.7328,3.2658,6.6932,1.846,3.2171,0.55427,5.5937,10.1276,6.2785,7.3149,2.0056,3.9037,1.5648,16.5485,4.3515,3.5053,0.97769,2.418,6.6576,12.3545,2.339,3.7106,3.1159,1.2979,1.3474,3.4214,9.4127,2.616,1.9269,8.3431,1.7547,2.1193,1.7961,11.724,1.7373,3.6141,0.97937,13.8466,5.0942,6.5472,3.9698,8.9043,6.7803,7.5684,7.54,2.9591,1.2997,4.0287,,,,,,,,,,,,,,,54,,, +3900,2.1074,2.0803,,70-79y,Other,,,17.5651,4.6757,2.2609,2.1383,2.0803,ppmi_test,,,M,,0.40803,4.0142,3.9607,0.74853,8.4849,1.1689,0.35413,2.7874,3.0127,41.1957,14.0974,185.2061,3.4203,4.0139,1.4289,1.7196,3.1723,6.1493,1.7585,3.0509,0.71518,6.1515,9.6725,23.2827,6.9495,1.9674,4.0043,1.4629,15.519,6.052,3.1691,1.0332,2.1936,6.1618,12.3867,3.3462,3.8726,2.9531,1.2671,1.3508,4.0692,9.8599,2.8958,2.3613,9.7334,2.0009,2.0956,2.263,10.272,1.4671,3.8083,1.1907,12.2494,4.4487,7.382,3.4759,9.3355,5.8789,7.5594,6.7729,3.433,1.405,4.5026,,,PD,0.065421,PD,,PD,0.37198,3.8706,3.9803,0.75629,9.3373,1.4086,0.3676,3.0209,3.4229,41.3707,13.5962,189.986,3.8914,4.4079,1.4525,1.6277,3.1827,6.1315,1.7519,3.2296,0.99355,6.5199,9.8473,22.8651,7.434,1.8766,4.1485,1.4117,15.9456,5.1226,3.1007,1.0759,2.2161,6.6387,12.7989,2.814,3.8453,3.1039,1.3525,1.3989,3.5768,9.6218,2.6619,2.3894,9.7341,1.8661,1.936,2.1843,10.5306,1.4801,3.8742,1.09,12.1613,4.2364,6.7252,4.0151,9.7155,6.0135,7.1982,7.0226,3.0535,1.4072,4.4393,,,,,,,,,,,,,,,72,,, +3901,1.801,1.8775,,60-69y,Other,,,15.0261,4.0751,2.2641,2.1749,1.4709,ppmi_test,,,F,,0.38495,3.9588,3.9092,0.80195,7.9404,1.3421,0.34104,2.7994,2.6322,41.4165,13.2059,203.2414,3.6067,3.288,1.5144,1.6979,2.8406,6.1928,1.6729,2.8951,0.60498,5.2167,9.4552,14.6991,6.4955,2.0582,4.3468,1.5012,15.788,5.2336,3.2635,1.1083,2.2683,5.9903,11.2828,2.6125,3.7051,3.149,1.2575,1.2892,3.7407,8.9823,2.9225,2.0162,12.2727,2.0295,2.234,2.1248,11.9432,1.7932,3.5286,0.98395,12.8763,4.6475,7.7773,3.3433,9.8924,5.778,7.2499,6.933,3.3693,1.6068,4.138,,,,0.068396,CN,,HC,0.36504,3.0052,3.6364,0.80114,8.8545,1.4877,0.35248,2.8931,2.6552,42.106,12.9406,207.4076,3.0578,3.9388,1.6151,1.7994,3.1825,6.7177,1.6476,3.0178,0.6181,6.2291,10.6172,12.7331,7.3897,1.8622,3.8253,1.6191,16.8354,4.4501,3.1645,0.78719,1.9568,7.1617,11.7261,2.409,3.8881,3.2585,1.2526,1.3242,3.2614,8.6323,2.6032,2.0352,9.8163,1.8462,1.998,1.9093,11.0056,1.6582,3.5154,0.95173,11.9765,4.7356,7.2883,3.5235,10.0961,6.5816,6.7908,7.2914,3.503,1.2855,3.9399,,,,,,,,,,,,,,,69,,, +3903,1.1681,2.3343,,70-79y,Other,,,18.518,4.8177,2.6287,2.0976,1.2298,ppmi_test,,,M,,0.43174,4.4747,4.1287,0.98095,10.0427,1.5714,0.40267,2.6701,2.8899,45.1761,16.3344,271.8954,4.4684,4.5245,1.7876,2.0023,3.3833,7.7704,2.1605,3.6569,0.57529,6.5165,12.3105,9.1318,7.2033,2.342,4.9634,1.7729,19.3049,7.0362,4.1437,1.118,2.4973,6.7739,14.0161,3.3591,4.423,3.1786,1.4138,1.4638,4.9822,11.4082,3.2236,2.3189,13.4632,3.1578,2.4147,2.223,12.5878,2.5619,4.1023,1.3284,14.3268,4.9575,10.9278,3.6676,11.835,7.4519,8.7161,7.7896,3.66,1.8423,4.7496,,,PD,0.087458,PD,,PD,0.41522,3.4574,4.0001,0.94004,11.4585,2.013,0.395,2.8159,2.9239,46.2089,15.9061,277.7885,4.3008,4.8518,1.8507,1.862,3.9355,8.1113,2.24,3.8234,0.55762,6.7489,12.5783,8.2135,8.0517,2.3416,4.4426,1.9142,19.5842,5.6858,4.0984,0.90164,2.2306,8.1534,15.869,2.8497,4.5696,3.3289,1.5808,1.475,4.3514,11.2038,2.9976,2.2665,11.0845,2.2916,2.3837,1.9696,10.4372,1.9545,4.189,1.1707,14.2829,5.4718,9.5128,4.3456,12.1905,7.9578,8.709,8.0815,3.6412,1.4154,4.4857,,,,,,,,,,,,,,,71,,, +3904,2.1057,2.3097,,70-79y,Other,,,17.7576,5.4613,2.5438,2.3893,1.6978,ppmi_test,,,M,,0.42822,4.5077,4.4203,0.85128,8.7168,1.5377,0.34273,3.4206,3.647,45.2841,18.0355,225.4236,4.3455,4.3332,1.6707,2.1274,3.5153,6.8183,1.9482,3.1782,0.67547,6.6823,10.904,19.7113,7.6675,2.3523,4.5918,1.7581,16.8235,6.3898,3.7217,1.1172,2.6093,6.8852,13.8357,3.8635,4.3186,3.4375,1.39,1.4464,4.6671,11.3049,3.1639,2.4171,12.2629,2.8579,2.3516,2.2698,12.0263,1.9136,4.1489,1.2051,13.4922,5.279,8.9694,3.4159,9.5673,6.6508,7.4921,7.6781,3.4875,1.6754,4.5408,,,PD,0.066222,PD,,PD,0.40606,3.7853,4.1569,0.82963,9.8789,1.6567,0.37846,3.6883,3.8134,46.2358,17.8599,231.8302,4.3265,4.5668,1.6182,1.9503,3.7612,7.1461,1.9693,3.2731,0.72055,7.4502,10.9075,20.6822,8.5841,2.0632,4.4004,1.7955,18.0433,5.9199,3.6291,0.96795,2.5641,8.0239,13.828,3.69,4.4451,3.1746,1.4229,1.4698,4.1309,11.2986,2.896,2.5034,10.5897,2.8533,2.2949,2.1026,11.5396,1.8978,4.0813,1.1319,13.1048,5.6137,8.6762,4.2024,10.3018,6.7124,7.4909,7.3032,3.1027,1.5856,4.4117,,,,,,,,,,,,,,,71,,, +3905,1.0515,1.3489,,70-79y,Other,,,18.4681,5.3307,2.6544,2.3595,1.21,ppmi_test,,,F,,0.475,4.5181,4.6699,0.94415,9.7368,1.4441,0.39717,3.5936,3.0279,48.5621,16.0664,233.0575,4.1825,5.4294,1.9162,2.0733,3.3771,7.889,1.9304,3.3657,0.42719,7.0862,12.5338,9.7068,8.0384,2.4498,4.6927,1.6965,18.0916,7.0582,3.6926,1.2536,2.7576,6.7049,14.2424,3.3863,4.7447,2.9693,1.6903,1.4267,4.1346,10.4591,3.4155,2.4646,12.325,2.3145,2.5212,2.3658,12.6794,1.8856,4.0147,1.1474,13.4205,5.3366,9.0836,4.0074,10.7632,7.5316,8.8571,8.5596,3.8383,1.5879,4.543,,,PD,0.079426,PD,,PD,0.43349,4.2058,4.3176,0.92418,10.8056,1.7099,0.39607,4.0448,3.1662,47.8125,15.0205,235.0871,3.9678,5.199,1.8095,1.9217,3.5809,8.1291,1.931,3.4903,0.42111,7.4429,11.6747,8.9696,8.6547,2.2391,4.7556,1.6616,17.7021,5.1571,3.6401,1.3017,2.8699,7.1631,14.0638,3.1486,4.6923,3.2371,1.5239,1.3926,3.7517,10.4694,2.994,2.4646,11.4266,2.2819,2.2947,2.1761,12.84,1.9073,4.1601,1.1239,14.3481,5.0607,9.0252,4.2477,11.0148,8.3122,8.7658,7.9651,3.1131,1.5161,4.1958,,,,,,,,,,,,,,,72,,, +3907,0.98148,1.3663,,60-69y,Other,,,16.6284,4.4511,2.0841,2.0858,1.0976,ppmi_test,,,F,,0.34804,3.6776,3.5616,0.69125,8.0815,1.2963,0.33075,2.8913,2.2809,39.0435,14.7183,167.3763,2.934,4.1383,1.2476,1.4542,3.056,5.6722,1.4595,2.5782,0.49736,5.4667,8.7531,7.3865,6.7217,1.9795,4.002,1.292,14.3642,5.4409,3.1386,0.99078,2.3564,5.5741,11.2572,2.6297,3.8096,2.5841,1.2156,1.0236,3.4879,9.4844,2.4518,1.8315,10.485,1.6508,1.9698,1.8074,10.7294,1.4536,3.699,0.94978,12.116,4.4286,7.8517,3.0988,9.4825,6.2568,6.7312,6.3395,2.9227,1.043,3.7639,,,,0.06557,CN,,HC,0.29452,3.4391,3.4328,0.66191,9.1318,1.3862,0.31117,2.978,2.3105,40.1377,14.0311,178.4578,3.1095,4.7128,1.3326,1.7357,2.9827,6.2163,1.5466,2.6527,0.46935,4.8705,9.9202,7.172,7.251,1.7961,3.9091,1.3229,14.8903,3.8154,2.9608,0.96421,2.2703,6.2207,12.0922,2.0624,3.41,3.2408,1.2522,1.1276,3.2271,9.5862,2.4212,1.8555,9.0343,1.5479,1.8496,1.8405,10.4153,1.5665,3.3688,0.8644,11.5728,4.4354,7.0831,3.4477,9.166,6.2658,6.4431,6.8895,3.0717,1.1658,3.8857,,,,,,,,,,,,,,,69,,, +3908,1.2756,2.0524,,60-69y,Other,,,17.5119,4.3631,2.7304,2.0536,1.1256,ppmi_test,,,M,,0.48476,4.2778,4.2932,0.85059,10.2202,1.6973,0.3813,3.0798,3.5719,46.3343,15.7022,230.4512,3.9552,4.5453,1.647,2.101,3.4381,7.3856,2.1827,3.4063,0.56643,6.3598,11.206,17.4579,7.5154,2.5377,4.7859,1.7943,20.0388,5.8416,4.0459,1.36,2.6494,6.444,15.1443,3.841,4.5669,3.3899,1.6405,1.5785,4.3987,10.8977,3.3025,2.2149,12.2573,2.4434,2.3822,2.2242,13.6777,2.11,3.8924,1.2855,13.9281,5.0702,8.6966,3.8566,10.8363,7.5479,8.2097,7.5155,3.9237,1.533,4.3964,,,,0.071407,CN,,HC,0.45868,3.8631,4.067,0.88567,11.0846,1.7579,0.4159,2.8896,3.8602,46.9058,14.7721,234.4419,4.2145,4.7283,1.677,1.945,3.9449,7.3848,2.1717,3.5929,0.63417,6.4036,11.4108,14.7447,7.5929,2.3464,4.9363,1.9139,19.4568,5.0772,3.7947,1.1805,2.6322,7.5833,15.1456,2.8726,4.2022,3.3817,1.7248,1.5754,4.1089,11.2197,3.0447,2.3621,11.9373,2.4882,2.2774,2.1946,13.2939,2.0873,4.0067,1.2584,14.269,4.9647,8.6173,3.8629,10.8099,7.955,7.8789,8.5728,3.5236,1.6331,4.2167,,,,,,,,,,,,,,,65,,, +3910,1.9565,2.6297,,50-59y,Other,,,23.603,5.9881,3.1377,2.6091,1.7812,ppmi_test,,,M,,0.56766,5.216,5.0748,0.97456,10.8263,1.5744,0.42331,3.496,4.0614,54.7469,20.7089,283.7417,5.2006,5.1818,1.8415,2.4903,3.5062,8.5003,2.0754,3.5488,0.7595,7.9388,13.8633,19.5717,8.5706,2.5685,5.6487,1.9745,20.3772,7.0705,4.0884,1.3838,3.5149,7.6288,17.1979,3.6433,4.9317,3.7925,1.918,1.8835,5.5597,12.6922,3.5059,2.6404,14.2556,2.6441,3.0077,2.3902,15.0769,2.4345,4.8569,1.4539,15.6768,6.0311,10.3069,4.4048,12.5349,9.1757,10.0222,8.5952,4.3394,1.9018,5.798,,,PD,0.090239,PD,,PD,0.49532,4.6056,4.7497,0.97215,11.3306,1.9568,0.44671,3.7166,4.1164,55.8907,19.8068,285.3511,4.5492,5.2961,1.9049,2.232,3.9426,8.6701,2.1006,3.6745,0.68361,8.1031,14.0091,20.0741,9.0955,2.4982,5.3278,2.0307,20.9739,6.0967,3.9885,1.2413,3.4682,8.5277,17.8943,3.3714,5.0225,3.6976,1.7985,1.8734,4.7541,11.9323,3.2622,2.5556,11.0744,2.4435,2.7558,2.2457,14.4759,2.1428,4.8152,1.3815,16.1754,6.1455,8.9975,4.8884,13.4422,8.145,9.7997,8.7964,3.8173,1.6443,5.5234,,,,,,,,,,,,,,,59,,, +3911,1.4802,2.0503,,50-59y,Other,,,16.986,5.0944,2.6913,2.5644,1.8184,ppmi_test,,,M,,0.41241,5.1105,4.793,0.90181,9.5834,1.6352,0.37122,3.9088,3.0092,48.0652,15.3534,226.6232,4.7292,6.1582,1.7855,2.1925,3.4241,7.0625,2.0964,3.284,0.50383,7.7663,11.4659,20.0784,8.33,2.3933,4.8285,2.0252,18.3382,6.8448,4.1182,0.96792,2.4661,7.2698,13.9357,4.7914,4.7707,3.1108,1.631,1.4037,4.5029,11.5114,3.1966,2.477,11.2256,2.4368,2.5882,2.3755,12.6704,2.3075,4.014,1.3013,13.0427,5.2769,8.5655,4.9156,10.6264,7.361,8.6991,8.2038,3.6911,1.9731,4.2459,,,PD,0.076355,PD,,PD,0.3794,4.6344,4.5352,0.89115,10.6236,1.8383,0.39192,3.9793,3.2018,50.974,14.7195,234.2591,4.0742,5.7353,1.7063,2.3188,3.8551,7.8597,2.0585,3.4465,0.66034,8.2783,12.4063,17.8732,9.1473,2.2373,4.4319,1.9702,18.2779,6.1404,4.0637,1.2166,2.6262,8.0735,15.6474,4.2735,5.0298,3.4055,1.6102,1.3791,3.8738,10.6888,2.8907,2.4202,10.0438,2.553,2.5392,2.2358,11.59,2.0438,4.1407,1.2353,13.3843,5.313,7.9461,5.1315,10.0686,7.5335,8.5164,8.2992,3.4805,1.6949,3.9887,,,,,,,,,,,,,,,52,,, +3914,1.01,1.7811,,50-59y,Other,,,16.7953,5.3481,2.7278,2.3906,1.2326,ppmi_test,,,M,,0.47671,5.2659,3.9494,0.90969,10.3773,1.6302,0.37352,3.9919,3.2659,47.7166,14.6138,231.5204,3.9407,5.5243,1.7523,1.8581,3.5949,7.6303,2.2151,3.0277,0.29182,7.2322,11.516,9.6454,8.6694,2.593,5.4619,1.9371,20.8487,6.6762,4.1059,1.2385,2.8646,7.305,14.5638,4.3214,4.7172,3.5676,1.4481,1.4426,4.5959,10.9205,3.2317,2.1606,13.7576,2.2758,2.5807,2.1628,14.5155,1.7753,4.0448,1.0699,16.2376,6.2548,9.9351,4.5817,11.8544,7.4774,8.1998,8.1808,4.0461,1.4313,4.4124,,,PD,0.065296,PD,,PD,0.42481,4.7729,4.1727,0.92635,12.2317,1.8283,0.40921,4.0728,3.2515,49.5751,14.4416,237.9147,4.238,5.6777,1.8566,1.907,3.7408,7.922,2.0936,3.2745,0.46381,7.6298,12.2976,8.2286,9.4056,2.4302,5.141,1.9304,21.1473,5.811,3.9043,1.3431,2.939,8.1312,15.264,3.4693,4.8966,3.3209,1.6928,1.3894,4.3507,11.3722,3.0396,2.3197,11.7431,2.2355,2.5269,2.0655,13.6472,1.8976,4.2532,1.1611,15.4714,6.0256,9.216,5.251,11.8247,8.1131,8.0598,8.8071,3.8029,1.4369,4.1613,,,,,,,,,,,,,,,58,,, +4071,0.74781,1.5839,,+80y,Other,,,19.5845,4.7624,2.6897,2.2217,0.97221,ppmi_test,,,F,,0.55331,4.8836,4.585,0.99142,10.4241,1.6236,0.43991,4.0588,3.2278,49.2152,15.7337,263.0333,4.5102,5.3398,1.8217,2.198,3.9234,7.6031,2.5512,3.3028,0.40726,8.044,13.1147,6.3789,8.23,2.6188,4.7232,2.1104,19.9882,7.2895,4.299,1.0801,2.7834,7.5365,16.9234,4.7724,5.1937,3.5048,1.8743,1.481,4.6985,11.1905,3.2402,2.3613,12.888,2.9853,2.7852,2.3892,14.159,2.3111,4.7956,1.378,16.8267,5.3408,10.5012,4.4907,11.455,8.228,9.0721,8.5578,4.3313,1.8673,4.8666,,,PD,0.074642,PD,,PD,0.48919,4.1984,4.1694,0.93426,11.7974,1.8548,0.43859,4.135,3.6758,48.6756,15.6628,266.0311,4.3648,5.5822,1.7083,2.3099,3.968,7.7459,2.4883,3.4874,0.54333,7.9576,12.8955,6.975,9.1799,2.5402,4.5547,2.1056,19.9609,6.2397,4.2449,1.0889,2.6987,8.6989,16.1442,3.967,4.9787,4.0103,1.8421,1.3971,4.6643,12.2116,3.0262,2.315,10.8891,2.723,2.4906,2.362,13.3495,2.3318,4.552,1.327,16.8819,5.7336,9.3235,5.5111,11.7691,8.5258,8.8818,9.4188,4.0174,1.8779,4.6383,,,,,,,,,,,,,,,80,,, +40713,0.65074,1.6082,,60-69y,Other,,,17.6877,4.5921,2.609,2.1027,0.73632,ppmi_test,,,F,,0.47234,4.5319,4.2947,0.97054,8.9762,1.5367,0.42304,2.6851,2.8885,44.3619,14.902,259.4175,3.5186,4.379,1.9459,1.9924,3.2332,7.5797,2.2197,3.1152,0.3838,6.1822,11.9346,4.7233,7.406,2.3768,4.7041,1.6682,19.2058,5.6101,4.2609,0.97861,2.6399,6.4973,14.9838,3.0483,4.2605,3.2365,1.6441,1.5805,4.1598,10.3157,3.2313,2.2495,11.256,2.2718,2.5856,2.1067,13.4257,1.9716,4.4652,1.1687,14.1657,5.1598,8.9465,3.2354,10.4318,7.88,8.2143,8.0968,3.9479,1.4636,4.7971,,,,0.079994,Other,,GENPD,0.43842,4.1061,4.1866,0.93496,10.7307,1.7747,0.41645,2.908,2.9565,44.7609,14.7564,262.2193,3.9303,4.2835,1.8426,2.0072,3.4727,7.4308,2.0761,3.4693,0.55184,6.6835,11.5297,4.6296,7.957,2.2543,4.7173,1.6865,18.1653,5.7155,4.0812,1.0271,2.7737,7.5586,14.138,2.8106,4.2936,3.3712,1.4073,1.5572,3.8993,9.9637,2.9944,2.2999,10.4264,2.0048,2.4463,2.0653,13.9073,1.7892,4.5113,1.126,14.6617,5.0629,7.8942,4.3061,10.1315,7.2046,8.0456,7.9306,3.2708,1.4512,4.6018,,,,,,,,,,,,,,,64,,, +40714,1.5276,2.206,,50-59y,Other,,,15.7501,4.521,2.4271,2.021,1.1119,ppmi_test,,,F,,0.4126,4.4414,3.9395,0.81677,8.86,1.6595,0.38929,3.1485,2.6975,43.7447,13.8347,195.841,3.9365,4.7483,1.6123,1.6784,3.4084,7.3567,2.0496,2.8867,0.46296,5.7994,11.0306,15.4102,7.179,2.3588,4.3443,1.8605,17.375,5.5072,4.1404,0.99666,2.5696,6.7273,13.1073,3.1442,3.9892,2.7488,1.2835,1.1641,3.9677,10.0826,3.0723,2.1868,10.1619,2.1151,2.4975,2.3385,12.5371,1.9014,3.5694,1.3129,15.9941,5.3702,7.8962,3.5707,9.6357,7.1405,7.1081,7.8334,3.2081,1.6671,4.0285,,,,0.07475,Other,,GENPD,0.35636,4.222,3.673,0.81051,9.3321,1.7469,0.37971,3.3623,2.8751,44.5073,13.5454,200.2361,3.616,4.5265,1.5995,1.8504,3.6483,7.5199,2.0733,3.0315,0.56577,6.2042,10.6683,13.9026,8.2748,2.0846,4.2488,1.8365,18.371,4.568,3.8431,1.0764,2.486,7.7225,12.9556,2.8067,4.2349,3.1048,1.382,1.1396,3.7242,10.2435,2.8957,2.1287,9.507,2.3164,2.196,1.9911,12.1149,1.9119,3.4307,1.3066,14.9848,5.2774,7.1457,4.0067,9.2974,7.1475,6.8479,7.8789,3.2885,1.4816,3.831,,,,,,,,,,,,,,,53,,, +4072,0.8671,2.1009,,50-59y,Other,,,18.2978,4.9134,2.3904,1.9554,1.0088,ppmi_test,,,M,,0.45908,4.1326,3.9535,0.82126,9.1579,1.5573,0.37931,3.3415,3.1649,44.5304,13.8238,205.0186,3.9441,4.7291,1.5671,1.8539,3.429,7.0729,2.2147,3.0287,0.32346,6.0814,10.7694,12.273,7.456,2.3405,4.6445,1.6804,18.6376,6.0233,4.0044,1.106,2.6132,6.0927,13.5309,3.5059,4.3465,3.1511,1.324,1.2611,4.3672,10.1416,3.0969,2.1796,12.6967,2.2697,2.4303,2.3853,12.968,1.938,4.1833,1.1866,15.8917,4.9724,9.412,3.9204,10.7539,7.1227,8.0365,7.5662,3.4479,1.755,4.4268,,,PD,0.083957,PD,,PD,0.44024,3.736,3.6285,0.77132,10.7165,1.7568,0.39489,3.416,3.3143,44.7667,13.9761,209.6772,3.7455,4.8159,1.507,1.8388,3.939,7.0969,2.182,3.0867,0.33897,6.1843,10.7126,11.051,8.349,2.2549,4.3274,1.6945,18.8066,5.2593,3.9232,1.1134,2.4269,6.8767,13.7007,2.7631,4.2218,3.5579,1.4221,1.208,3.9934,9.7755,2.7213,2.0504,10.3981,2.2111,2.292,1.9385,11.9393,1.9945,4.0804,1.183,15.6137,4.5139,8.6046,4.5806,11.0885,7.4697,7.6391,7.221,3.4573,1.5544,4.1858,,,,,,,,,,,,,,,58,,, +4073,1.249,1.5186,,50-59y,Other,,,18.3244,5.0302,2.5736,2.3854,0.99781,ppmi_test,,,F,,0.49608,4.5776,4.3162,0.80186,9.1059,1.4801,0.41438,3.2376,3.1761,47.5287,13.5372,199.2294,3.586,4.6714,1.5539,1.9235,3.0987,7.331,2.2815,3.0018,0.37256,6.6077,12.0095,15.2036,7.2213,2.4303,4.8133,1.7325,19.5145,6.1449,4.0774,1.2619,2.5642,6.6601,14.1634,3.4238,4.4268,3.7258,1.6075,1.3147,4.4464,11.1133,3.11,2.3306,12.2176,2.1922,2.5403,2.2763,12.4517,2.0171,4.3079,1.2718,15.5828,5.6847,8.5499,3.99,11.2598,7.0024,8.2959,8.239,4.173,1.7055,4.6817,,,PD,0.083637,PD,,PD,0.43033,3.881,4.0625,0.79285,10.2142,1.7299,0.41682,3.2622,3.1633,47.4885,13.3607,198.9243,3.4699,4.6366,1.6008,1.9563,3.594,6.9394,2.3562,3.1422,0.40016,6.8043,11.3396,13.083,8.0531,2.2007,4.4991,1.7671,19.0027,5.5929,4.0803,1.0458,2.549,7.6836,14.6566,2.7977,4.331,3.5945,1.4021,1.3391,4.1613,10.843,2.8536,2.2933,10.7346,2.0809,2.3245,2.0539,12.4647,1.7831,4.2435,1.2385,15.1578,5.7059,8.0523,4.6959,10.9396,7.5034,7.7907,8.3282,3.4105,1.4538,4.4905,,,,,,,,,,,,,,,57,,, +40730,1.055,1.5419,,+80y,Other,,,18.0121,4.6583,2.6104,2.2112,1.248,ppmi_test,,,F,,0.42929,4.5137,4.1635,0.81454,9.1596,1.7005,0.37892,2.6664,2.5757,45.1202,15.95,242.5257,4.145,4.3627,1.5136,2.03,3.3984,7.234,2.1166,3.127,0.38384,6.0538,11.1401,10.2573,7.1349,2.5742,4.4533,1.8918,18.26,5.7011,4.2169,1.1877,2.698,6.8982,13.9181,2.9702,4.0975,3.5416,1.5644,1.3683,4.3025,10.742,3.0483,2.2556,12.2441,2.2557,2.8074,2.2124,12.7375,1.7507,3.946,1.2332,14.4255,5.2952,9.9603,3.0999,10.9957,7.7399,7.9284,7.5902,3.6597,1.3468,4.5343,,,,0.067826,Other,,GENPD,0.37857,4.1643,4.0602,0.81883,10.7928,1.9423,0.37856,2.685,2.8505,45.2274,15.8402,245.3329,3.6918,4.2869,1.6144,2.0962,3.7982,7.8116,2.2261,3.2645,0.38685,6.6016,11.3807,10.4375,7.58,2.4011,4.7251,1.8241,19.2485,5.2477,4.0195,0.98393,2.3287,7.6079,14.587,2.8581,4.1623,3.4902,1.5448,1.3441,3.8611,10.9099,2.8911,2.3056,10.3986,2.0549,2.4525,2.0608,10.3536,1.7612,3.8698,1.2078,14.0338,5.3616,8.6433,3.8936,10.7691,7.3738,7.6092,7.4968,3.5314,1.3833,4.3115,,,,,,,,,,,,,,,81,,, +40731,0.92273,1.8491,,50-59y,Other,,,19.8222,5.1432,3.0159,2.3262,1.3733,ppmi_test,,,F,,0.56133,6.3978,5.1591,0.97044,11.5981,2.1471,0.49777,3.2277,3.3907,52.8587,17.4588,277.9313,4.8972,5.5693,1.6776,2.3462,4.3157,8.4824,2.6263,3.4943,0.39624,8.8442,13.0227,11.6637,8.1931,3.3451,5.526,2.5237,24.7728,9.0994,5.1122,1.4503,3.4668,9.6105,16.5058,4.4156,5.1234,4.4373,1.9312,1.5816,4.9737,12.9637,3.2844,2.6375,14.7323,2.9137,3.6873,2.6146,15.8351,2.2711,4.7453,1.5663,18.3395,7.2031,10.7742,3.8288,13.3558,8.9849,9.9174,8.8626,4.8887,1.8766,5.1992,,,,0.074405,Other,,GENPD,0.51717,5.8197,4.8153,1.0057,13.8503,2.303,0.48597,3.061,3.5223,52.2668,16.8252,279.6159,4.4749,5.355,1.8501,2.3583,5.0038,8.9486,2.7186,3.7509,0.53457,7.1094,14.3018,9.1811,8.8207,3.0049,5.9034,2.5814,23.978,7.1247,4.8907,1.1724,3.0048,10.4165,18.1189,2.8961,4.5875,4.6448,2.2051,1.6184,5.0132,13.1342,3.2562,2.7,12.502,2.5355,3.2702,2.3119,14.0819,2.1553,4.6491,1.4746,18.4039,6.7425,10.4475,4.5926,12.8934,9.6621,9.2631,9.4644,4.5649,1.6707,4.9872,,,,,,,,,,,,,,,53,,, +40733,0.80898,1.35,,-50y,Other,,,15.6007,3.7712,2.4331,1.8536,0.87212,ppmi_test,,,M,,0.41938,3.7545,3.4852,0.72945,7.3882,1.2974,0.34625,2.2875,2.5668,39.1713,13.7873,201.3611,3.194,3.5365,1.3413,1.637,2.787,5.7229,1.8041,2.6926,0.33594,4.6639,8.4042,8.5032,5.5499,2.1085,3.7768,1.5411,16.0271,5.019,3.4503,0.83527,2.0302,5.8096,10.518,2.5684,3.1316,2.924,1.3921,1.3001,3.5954,9.1928,2.4719,1.871,10.6515,1.7927,2.253,1.7697,11.2248,1.484,3.6528,1.0093,12.5346,4.5834,6.9031,3.1201,9.6285,5.8154,7.5384,5.9392,3.3043,1.2286,4.1582,,,,0.063383,Other,,GENPD,0.37192,3.4359,3.2727,0.72956,7.8562,1.4493,0.34487,2.4484,2.7736,39.6093,13.7403,205.1178,3.0157,3.7104,1.391,1.5582,3.0559,6.1641,1.6015,2.9181,0.3831,5.1971,8.9782,7.6792,5.9042,2.03,3.8984,1.4058,15.8152,4.1393,3.0507,0.88245,2.3385,6.2573,10.8573,2.3204,3.282,2.8879,1.3534,1.3274,3.3306,8.8289,2.2501,1.857,9.0581,1.7733,2.0811,1.603,11.056,1.4033,3.7636,0.95114,12.077,4.6244,6.7959,3.5723,9.0539,5.6822,7.093,5.9819,2.9395,1.1105,4.0177,,,,,,,,,,,,,,,32,,, +4074,1.3015,1.8794,,-50y,Other,,,19.3006,5.5108,2.8033,2.6309,1.8051,ppmi_test,,,F,,0.5588,5.2519,5.146,1.059,10.0427,1.6827,0.47905,4.4356,3.623,52.6493,15.2617,245.7607,4.5771,6.0572,2.0425,2.4736,4.2672,8.4773,2.7196,3.893,0.61957,8.1516,13.7287,21.5854,9.1176,2.6741,4.9797,2.2499,23.5877,7.6079,4.8289,1.223,2.5129,8.2644,17.4378,4.5891,5.0683,3.5145,1.8926,1.5061,5.7603,13.4749,3.5923,2.6795,13.1007,2.539,2.8406,2.6525,14.2601,2.2345,4.9861,1.5208,16.2568,6.0495,9.9926,4.6341,12.9207,8.3313,9.5838,9.4244,4.6688,1.9097,5.1384,,,PD,0.093875,PD,,PD,0.49372,4.722,4.8087,1.0429,12.8192,2.0379,0.46856,4.4218,3.9588,51.5407,15.0595,247.1331,4.2888,6.2281,1.9153,2.2646,4.325,8.8666,2.6281,4.0944,0.80449,8.8032,13.491,23.9529,9.9124,2.6736,4.932,2.1771,22.6169,6.7929,4.573,1.1205,2.4855,9.1284,17.0738,3.7799,5.4274,3.8281,1.9051,1.465,5.1282,13.4143,3.343,2.7263,10.6343,2.403,2.8473,2.4059,13.7884,2.3343,4.8929,1.3936,16.3933,5.542,8.6695,6.0699,12.2455,8.4631,9.3262,9.2918,4.4931,1.6995,4.9092,,,,,,,,,,,,,,,47,,, +4075,1.0034,1.8496,,60-69y,Other,,,20.7026,5.5735,2.8359,2.4854,1.1242,ppmi_test,,,M,,0.51813,4.856,4.527,0.84302,9.3644,1.4028,0.44245,2.9828,3.1139,52.2313,15.7956,239.2743,4.0588,4.3433,1.6893,1.9551,3.5253,7.4224,2.2583,3.1222,0.34734,6.3664,11.09,12.1156,7.2218,2.3997,4.4375,1.9025,19.4729,6.2707,3.9828,1.2039,2.6546,7.1449,14.0469,3.3404,4.4218,3.4145,1.6197,1.5384,4.0576,10.356,3.2227,2.343,12.2709,2.0514,2.687,2.3923,14.4259,2.1705,4.6658,1.3411,15.9677,5.4817,9.9595,3.4144,11.8499,8.4141,8.6291,8.4152,3.9816,1.6548,5.0951,,,PD,0.096807,PD,,PD,0.47543,4.3215,3.9667,0.80197,10.8731,1.5915,0.43961,2.8082,3.1925,51.7264,15.8455,240.9316,3.6542,4.6546,1.5524,1.8615,3.7787,7.3634,2.1949,3.2882,0.43536,6.6795,11.6358,12.7438,7.7984,2.2214,4.2232,1.8025,20.1348,5.6003,3.879,1.0872,2.4482,8.1872,15.0227,2.808,4.2641,3.2356,1.4154,1.4843,3.6087,10.1056,2.8672,2.2256,11.5784,1.8551,2.4668,1.9996,13.7134,1.7982,4.5041,1.3156,16.1732,5.3884,8.4489,4.4575,10.814,7.4243,8.4286,7.163,3.6349,1.4392,4.8089,,,,,,,,,,,,,,,60,,, +41967,0.66871,1.54,,50-59y,Other,,,19.5281,4.7688,2.5054,2.1007,1.0307,ppmi_test,,,M,,0.46942,4.8875,4.6074,0.9534,10.4716,1.6756,0.42152,3.3816,2.8593,48.5641,17.152,240.7266,4.6489,4.523,1.857,2.248,3.7682,7.6638,2.0785,3.1277,0.32537,7.0257,12.2892,7.9049,7.6851,2.5597,4.7447,1.937,20.3134,7.1932,4.1092,1.1269,2.9929,7.4431,14.9201,3.8495,4.723,3.6335,1.6506,1.5593,4.6005,10.7819,3.3059,2.3485,11.2582,2.3106,2.6582,2.4051,13.3683,1.9602,4.4755,1.2496,15.0138,5.7057,9.2434,3.5852,10.5374,8.1416,8.5903,8.9324,4.1268,1.6708,4.8701,,,,0.071193,Other,,GENPD,0.4099,4.5238,4.2506,0.95065,11.5958,1.8601,0.41742,3.4692,3.0049,47.6816,17.0191,244.3878,4.4375,4.9819,1.9393,2.1876,3.874,7.8171,2.2248,3.2882,0.37807,7.1717,12.6117,7.0115,8.233,2.3771,4.4333,1.8714,20.2158,6.1954,3.9302,1.1404,2.9951,8.2512,15.7751,3.0754,4.5794,3.8623,1.6306,1.5493,4.2404,10.9904,3.0921,2.3666,10.0318,2.1699,2.4413,2.02,14.1414,1.9974,4.3256,1.2079,13.7782,5.82,8.3931,4.4629,10.3353,8.0604,8.3263,8.4989,3.7886,1.5776,4.7044,,,,,,,,,,,,,,,51,,, +42171,1.5758,2.195,,-50y,Other,,,21.4885,5.9328,2.7864,2.4901,1.4076,ppmi_test,,,M,,0.59371,5.7732,5.0471,1.0477,11.0823,1.9,0.47314,3.5651,3.585,52.9992,17.7389,254.4529,5.1605,5.767,2.0754,2.3751,4.5565,9.2672,2.5906,3.722,0.59053,8.3875,13.3552,12.7602,9.7713,2.8784,5.9887,2.3601,23.9499,7.3313,4.4897,1.3329,3.0622,8.6052,16.3328,4.487,5.505,3.5006,1.7062,1.6434,5.8989,14.5189,4.0283,2.6716,14.7705,3.0768,2.634,2.8234,15.5549,2.5375,5.1781,1.5277,18.0591,6.5861,11.7905,4.1843,14.4157,8.851,9.2403,8.5622,4.4266,2.1341,5.3908,,,,0.082866,Other,,GENPD,0.54312,4.7689,4.6753,1.0679,12.0349,2.0328,0.50911,3.7818,3.7123,54.4278,17.3539,255.7958,4.8888,6.2804,2.1749,2.4204,4.9005,9.0946,2.7106,4.0562,0.78214,8.2691,13.1685,9.7875,10.5655,2.7274,5.5573,2.2253,23.0682,5.8445,4.5039,1.2335,2.9814,10.1949,17.4521,3.8108,5.0771,3.9158,1.9336,1.5149,5.0692,13.6215,3.5594,2.7061,13.5256,3.0867,2.4939,2.5276,14.9155,2.8099,5.3078,1.4836,18.0484,7.0906,10.0295,5.1493,12.9692,10.3197,9.0919,9.0833,4.7577,2.0502,5.1294,,,,,,,,,,,,,,,46,,, +50028,1.4266,2.1489,,60-69y,Other,,,18.8371,4.4211,2.2874,2.173,1.1793,ppmi_test,,,F,,0.49374,4.4024,4.1988,0.88005,9.5258,1.4787,0.39531,3.7608,3.3481,44.9374,15.5676,220.1485,3.6708,4.9702,1.8054,1.957,3.3994,6.7831,2.1241,3.07,0.68261,6.2821,10.1687,16.8356,7.8476,2.263,4.8829,1.7663,18.6536,5.9094,3.8834,1.1132,2.5807,6.943,12.4701,3.6656,4.2312,3.3683,1.4728,1.4396,3.9338,10.2924,3.0733,2.3707,11.6677,2.1339,2.3434,2.419,14.3791,2.1101,4.5626,1.1955,15.2976,5.2363,9.0916,3.9875,9.4491,7.6375,7.9999,7.8437,3.8023,1.7485,4.7832,,,,0.07556,Other,,GENPD,0.45322,4.3006,3.909,0.89795,10.1407,1.7697,0.40508,3.6279,3.6859,44.6442,15.1869,226.5515,3.6334,5.2607,1.8031,1.8529,3.961,7.1226,2.1469,3.2767,0.60723,6.7734,10.9347,13.0799,8.1511,2.2343,4.7795,1.8751,19.8045,5.1032,3.8104,0.96104,2.5709,7.9279,13.8582,2.7857,4.1494,3.4755,1.4923,1.4262,3.6929,10.5409,2.8919,2.3194,9.6081,2.1956,2.2599,2.2534,13.0915,2.2172,4.3974,1.1186,14.7012,5.3022,7.7562,4.4408,9.6399,8.0895,7.6705,8.3297,3.6419,1.5395,4.5676,,,,,,,,,,,,,,,63,,, +50044,0.75581,1.5301,,50-59y,Other,,,17.8739,4.2528,2.3237,2.138,1.0024,ppmi_test,,,F,,0.40412,3.7892,3.8781,0.78738,9.6956,1.4584,0.33564,2.9367,2.4269,41.6583,15.3014,228.9635,3.4561,3.9786,1.4198,1.9457,3.3587,5.9536,1.7559,3.1371,0.43392,6.2167,9.2277,7.8971,6.4255,2.0458,4.1674,1.5942,15.2834,6.243,3.4962,1.0066,2.5199,6.0582,12.0425,3.8249,3.7589,3.0732,1.268,1.5387,4.1132,9.4592,2.7189,1.96,11.0235,2.437,2.0625,1.9344,11.1093,2.0267,3.5609,1.0379,12.7461,4.5546,8.8656,3.5611,9.9952,7.1286,8.0826,6.4342,3.6572,1.478,4.6889,,,,0.06306,Other,,GENPD,0.36566,3.0885,3.5935,0.76993,10.1262,1.5478,0.32894,3.0417,2.518,40.973,14.4105,224.7565,3.3512,4.7294,1.3513,1.7499,3.5397,6.2836,1.85,3.2105,0.44265,5.997,9.7345,7.5686,6.7992,1.9427,4.0261,1.6646,14.4097,5.4672,3.2478,0.80159,2.1223,7.0768,12.1834,3.0405,3.7156,3.0048,1.3664,1.5104,3.7215,10.1092,2.5431,1.8431,10.0792,1.8709,2.0218,1.7508,11.4209,1.7845,3.3985,0.93806,12.9871,4.5417,7.5373,4.1562,9.6296,6.9703,7.5839,6.4687,3.1186,1.2548,4.5118,,,,,,,,,,,,,,,58,,, +50086,2.2327,2.4717,,70-79y,Other,,,19.9242,4.5258,2.7749,2.3398,2.006,ppmi_test,,,F,,0.45008,4.7388,4.0972,0.74226,9.0031,1.6656,0.40006,3.1275,3.6137,49.9274,15.6379,211.9318,3.2941,4.3895,1.4685,1.6772,3.7394,6.9363,2.2368,2.9673,1.0896,6.0615,11.6206,32.3568,7.0704,2.4022,3.8272,1.8618,17.8672,5.5301,4.3464,1.0882,2.3992,7.0376,13.2331,3.5024,4.0604,3.0933,1.3024,1.3651,3.8292,9.9623,2.904,2.2808,11.0082,1.9531,2.4505,2.0511,10.8486,1.5611,4.3464,1.2585,13.6111,5.3932,7.7503,3.619,9.8247,6.0658,8.0671,7.4402,3.5172,1.3725,4.7318,,,,0.07753,Other,,GENPD,0.40501,4.1926,3.9387,0.71701,9.6602,1.8423,0.40263,3.0962,3.7239,49.0059,15.1755,221.0976,3.4612,4.5722,1.4755,1.7591,3.5984,7.4238,2.1314,3.171,0.86955,6.1903,11.4786,22.81,7.7315,2.2618,3.848,1.7235,16.4542,4.8775,4.1353,1.1478,2.6507,7.8214,12.8556,2.7915,4.1125,2.9641,1.4708,1.2507,3.5772,9.6207,2.6857,2.3288,9.1517,1.6948,2.3719,2.0195,10.9655,1.558,4.3008,1.1928,12.4628,5.0716,7.0248,4.1653,9.9849,6.7958,7.9546,7.7827,2.9469,1.4013,4.434,,,,,,,,,,,,,,,74,,, +50319,0.99276,1.8624,,50-59y,Other,,,17.1117,4.7781,2.5851,2.311,1.2772,ppmi_test,,,M,,0.44269,4.9193,4.4971,0.90565,9.965,1.5155,0.39561,3.4254,3.063,46.9152,14.5488,203.7135,3.8197,5.208,1.6621,2.0773,3.4376,7.2596,1.9813,3.2195,0.47658,6.9975,11.069,10.4382,8.4257,2.3124,4.8199,1.7559,17.2293,6.523,3.8167,1.1568,2.6914,7.0947,13.5291,3.9634,4.965,3.197,1.4796,1.4098,4.8014,11.847,3.2361,2.2753,12.2938,2.0748,2.4724,2.1687,12.7829,1.6671,4.254,1.1856,14.8833,5.731,9.0823,4.4569,11.9947,7.196,8.4017,7.1797,3.7013,1.4569,4.5379,,,,0.052742,Other,,GENPD,0.42129,4.4236,4.3552,0.90013,10.2767,1.734,0.41175,4.0406,3.1549,45.3007,13.5079,208.6394,3.9847,4.7754,1.7239,2.1763,3.8327,7.2579,2.0447,3.3975,0.55464,7.5091,10.8826,9.5228,8.9739,2.1488,5.0281,1.83,17.6487,5.7188,3.6511,1.0423,2.5176,8.0127,13.4971,3.4629,4.6563,3.4232,1.4766,1.4031,4.6741,11.3496,3.1068,2.3262,11.1833,2.0161,2.2459,1.9795,11.9611,1.6245,4.2304,1.1082,15.708,5.6016,7.9402,4.6848,11.1883,7.1233,8.3394,7.5342,3.6248,1.3375,4.402,,,,,,,,,,,,,,,53,,, +50485,0.95466,1.5334,,60-69y,Other,,,16.973,3.9566,2.0859,1.7046,1.1327,ppmi_test,,,F,,0.38528,4.3176,4.1136,0.83209,8.999,1.5486,0.34927,2.6302,2.6084,39.4403,14.173,203.898,4.0038,4.0855,1.6452,1.8216,3.8269,6.441,1.9944,2.7871,0.35769,5.8749,10.4946,15.1311,5.8501,2.3759,4.4807,1.794,19.1271,5.9251,3.7944,1.0261,2.0921,6.3446,13.6386,3.7895,3.8428,2.8045,1.4851,1.3495,3.9813,9.7247,2.8348,2.1321,10.8368,2.1684,2.3165,2.1607,12.017,1.7953,3.8426,1.168,14.7344,4.858,8.1329,3.6292,9.3833,6.9703,7.4867,8.2475,3.2419,1.3638,4.3968,,,,0.073866,Other,,GENPD,0.34329,3.6088,3.885,0.85383,9.5067,1.6283,0.3641,2.7837,2.7291,39.9723,13.8214,210.7352,3.8139,4.1055,1.751,1.8419,3.8504,6.7207,1.9824,3.0251,0.46798,6.0351,10.367,13.9126,6.694,1.9774,4.482,1.6892,18.3882,5.1748,3.5574,0.98387,2.2873,7.1363,13.7123,3.0749,3.9893,3.0518,1.4621,1.3318,3.5604,9.5265,2.651,2.2246,9.3726,2.0087,2.0613,2.0005,11.6677,1.6734,3.7164,1.1035,13.886,4.57,7.5464,4.1032,9.6367,6.9145,7.3158,8.7927,3.2821,1.4119,4.2483,,,,,,,,,,,,,,,64,,, +50621,1.4311,1.4856,,60-69y,Other,,,18.0872,4.5975,2.5315,1.9095,1.4287,ppmi_test,,,M,,0.44045,4.7241,3.9447,0.81722,9.2974,1.5169,0.3883,3.1015,2.8973,44.0793,14.4829,207.1909,3.2751,4.7515,1.6068,1.6514,3.3174,6.8305,1.7762,2.9131,0.47981,5.7365,10.8154,15.2135,7.3397,2.3799,4.4017,1.684,18.9264,5.9719,3.7684,0.97676,2.3333,7.1485,13.2959,3.1835,3.9495,3.0545,1.4242,1.2902,3.9563,10.3418,2.936,2.1072,11.169,1.8742,2.6392,1.915,11.2564,1.7103,4.1056,1.1904,14.2788,5.3574,7.7205,3.4042,10.0296,7.5357,7.745,7.7264,3.5145,1.3314,4.3686,,,,0.066552,Other,,GENPD,0.38808,4.2358,3.8925,0.80712,9.972,1.7491,0.38467,2.9559,2.9372,43.2513,14.6603,210.1147,3.5351,4.7681,1.6072,1.7761,3.6758,7.0878,1.8819,3.1055,0.6764,6.4238,11.1197,13.5491,7.2289,2.2667,4.4554,1.6389,18.3711,4.9934,3.7027,0.91514,2.4063,7.9538,13.65,2.5449,4.286,3.0246,1.5289,1.3068,3.6599,10.2734,2.6516,2.1733,9.309,1.9085,2.3584,1.9092,11.139,1.6114,4.0191,1.1325,14.163,4.9414,8.1655,4.3736,9.872,7.0401,7.445,7.3775,3.2074,1.3806,4.2078,,,,,,,,,,,,,,,60,,, +50829,2.0057,2.4177,,70-79y,Other,,,17.6032,4.8146,2.3143,2.0104,2.5971,ppmi_test,,,F,,0.36676,4.0489,3.8503,0.67079,9.9582,1.3882,0.30686,3.5543,2.9997,44.6586,15.8607,199.2254,3.7027,4.6062,1.2478,1.7281,3.2194,6.446,1.6326,2.884,1.3501,6.4775,9.9431,41.2986,7.4342,2.0826,4.2845,1.5674,16.3605,6.6085,3.2115,1.3527,2.7665,6.3162,13.5408,3.4998,4.4808,2.718,1.1781,1.3652,4.0182,10.4618,2.932,2.0773,11.7472,2.4602,2.1372,2.0541,11.9706,2.0731,3.3434,1.0664,11.5973,4.917,9.4807,3.4752,10.1862,7.4105,7.5183,6.033,3.1213,1.3966,4.1445,,,,0.064017,Other,,GENPD,0.3392,3.5276,3.5314,0.62602,9.9595,1.5752,0.30285,3.8292,3.2815,45.4107,15.5053,204.2422,3.6945,4.65,1.1524,1.6536,3.2557,6.3247,1.6561,3.0536,1.9361,7.4451,9.775,33.2486,8.326,2.0833,4.1311,1.5204,16.3459,5.3297,3.205,1.2485,2.638,7.0796,13.3506,3.1857,4.6229,2.9821,1.2466,1.291,3.901,10.5742,2.618,2.081,11.1214,2.0796,2.0576,1.8606,11.2811,1.6746,3.5656,1.0184,11.8147,5.0954,8.4468,4.3154,10.1043,6.689,7.0764,5.9458,2.8944,1.3705,3.9674,,,,,,,,,,,,,,,73,,, +50860,1.5575,2.1133,,60-69y,Other,,,18.9206,5.154,2.5955,2.3066,1.9506,ppmi_test,,,M,,0.39311,4.707,4.3898,0.92679,9.2498,1.6207,0.36491,3.1326,2.8112,49.2311,15.2077,230.2909,3.497,4.7052,1.8048,1.8226,3.5139,7.7127,2.012,3.1583,0.6435,6.6338,11.1308,28.311,8.1298,2.3314,4.6658,1.7813,18.9909,6.1903,3.9752,1.0346,2.3899,7.0733,13.1945,3.9969,4.7314,3.0887,1.3291,1.3928,3.9895,10.0086,3.2233,2.4915,10.8929,1.9261,2.3747,2.4539,11.4732,1.7613,4.2046,1.0739,14.171,5.4747,8.4055,3.4179,9.8747,7.6964,8.5811,8.0793,3.8193,1.4274,4.8162,,,,0.069655,Other,,GENPD,0.35352,4.0589,3.6249,0.8991,10.6012,1.8538,0.36775,3.258,3.028,49.6775,15.1528,233.7355,3.4579,4.4635,1.7736,1.6247,3.8685,7.4614,1.9319,3.4289,0.60041,6.5873,10.399,24.4644,8.0656,2.0645,4.5831,1.7693,19.4412,5.4479,3.7845,1.0058,2.4325,8.082,13.2719,3.1428,4.306,3.2102,1.2133,1.3786,3.9378,10.7255,2.9904,2.1602,9.0358,1.8595,2.3122,1.9963,11.8317,1.7796,4.1212,1.0795,13.7393,5.2421,8.0022,4.6709,9.9514,8.0348,8.0916,7.904,3.1527,1.4454,4.598,,,,,,,,,,,,,,,69,,, diff --git a/tests/test_data/longitudinal_dementia_v_0_1/CDEsMetadata.json b/tests/test_data/longitudinal_dementia_v_0_1/CDEsMetadata.json index 04940801d..191384bce 100644 --- a/tests/test_data/longitudinal_dementia_v_0_1/CDEsMetadata.json +++ b/tests/test_data/longitudinal_dementia_v_0_1/CDEsMetadata.json @@ -17,6 +17,10 @@ { "code": "longitudinal_dementia2", "label": "longitudinal_dementia2" + }, + { + "code": "longitudinal_dementia_test", + "label": "longitudinal_dementia_test" } ], "label": "Dataset", diff --git a/tests/test_data/longitudinal_dementia_v_0_1/longitudinal_dementia-test.csv b/tests/test_data/longitudinal_dementia_v_0_1/longitudinal_dementia-test.csv new file mode 100644 index 000000000..03b7e003b --- /dev/null +++ b/tests/test_data/longitudinal_dementia_v_0_1/longitudinal_dementia-test.csv @@ -0,0 +1,91 @@ +dataset,subjectid,visitid,timesincebaseline,subjectage,subjectageyears,gender,_3rdventricle,_4thventricle,rightaccumbensarea,leftaccumbensarea,rightamygdala,leftamygdala,brainstem,rightcaudate,leftcaudate,rightcerebellumexterior,leftcerebellumexterior,rightcerebellumwhitematter,leftcerebellumwhitematter,rightcerebralwhitematter,leftcerebralwhitematter,csfglobal,righthippocampus,lefthippocampus,rightinflatvent,leftinflatvent,rightlateralventricle,leftlateralventricle,rightpallidum,leftpallidum,rightputamen,leftputamen,rightthalamusproper,leftthalamusproper,rightventraldc,leftventraldc,opticchiasm,cerebellarvermallobulesiv,cerebellarvermallobulesvivii,cerebellarvermallobulesviiix,leftbasalforebrain,rightbasalforebrain,rightacgganteriorcingulategyrus,leftacgganteriorcingulategyrus,rightainsanteriorinsula,leftainsanteriorinsula,rightaorganteriororbitalgyrus,leftaorganteriororbitalgyrus,rightangangulargyrus,leftangangulargyrus,rightcalccalcarinecortex,leftcalccalcarinecortex,rightcocentraloperculum,leftcocentraloperculum,rightcuncuneus,leftcuncuneus,rightententorhinalarea,leftententorhinalarea,rightfofrontaloperculum,leftfofrontaloperculum,rightfrpfrontalpole,leftfrpfrontalpole,rightfugfusiformgyrus,leftfugfusiformgyrus,rightgregyrusrectus,leftgregyrusrectus,rightioginferioroccipitalgyrus,leftioginferioroccipitalgyrus,rightitginferiortemporalgyrus,leftitginferiortemporalgyrus,rightliglingualgyrus,leftliglingualgyrus,rightlorglateralorbitalgyrus,leftlorglateralorbitalgyrus,rightmcggmiddlecingulategyrus,leftmcggmiddlecingulategyrus,rightmfcmedialfrontalcortex,leftmfcmedialfrontalcortex,rightmfgmiddlefrontalgyrus,leftmfgmiddlefrontalgyrus,rightmogmiddleoccipitalgyrus,leftmogmiddleoccipitalgyrus,rightmorgmedialorbitalgyrus,leftmorgmedialorbitalgyrus,rightmpogpostcentralgyrusmedialsegment,leftmpogpostcentralgyrusmedialsegment,rightmprgprecentralgyrusmedialsegment,leftmprgprecentralgyrusmedialsegment,rightmsfgsuperiorfrontalgyrusmedialsegment,leftmsfgsuperiorfrontalgyrusmedialsegment,rightmtgmiddletemporalgyrus,leftmtgmiddletemporalgyrus,rightocpoccipitalpole,leftocpoccipitalpole,rightofugoccipitalfusiformgyrus,leftofugoccipitalfusiformgyrus,rightopifgopercularpartoftheinferiorfrontalgyrus,leftopifgopercularpartoftheinferiorfrontalgyrus,rightorifgorbitalpartoftheinferiorfrontalgyrus,leftorifgorbitalpartoftheinferiorfrontalgyrus,rightpcggposteriorcingulategyrus,leftpcggposteriorcingulategyrus,rightpcuprecuneus,leftpcuprecuneus,rightphgparahippocampalgyrus,leftphgparahippocampalgyrus,rightpinsposteriorinsula,leftpinsposteriorinsula,rightpoparietaloperculum,leftpoparietaloperculum,rightpogpostcentralgyrus,leftpogpostcentralgyrus,rightporgposteriororbitalgyrus,leftporgposteriororbitalgyrus,rightppplanumpolare,leftppplanumpolare,rightprgprecentralgyrus,leftprgprecentralgyrus,rightptplanumtemporale,leftptplanumtemporale,rightscasubcallosalarea,leftscasubcallosalarea,rightsfgsuperiorfrontalgyrus,leftsfgsuperiorfrontalgyrus,rightsmcsupplementarymotorcortex,leftsmcsupplementarymotorcortex,rightsmgsupramarginalgyrus,leftsmgsupramarginalgyrus,rightsogsuperioroccipitalgyrus,leftsogsuperioroccipitalgyrus,rightsplsuperiorparietallobule,leftsplsuperiorparietallobule,rightstgsuperiortemporalgyrus,leftstgsuperiortemporalgyrus,righttmptemporalpole,lefttmptemporalpole,righttrifgtriangularpartoftheinferiorfrontalgyrus,lefttrifgtriangularpartoftheinferiorfrontalgyrus,rightttgtransversetemporalgyrus,leftttgtransversetemporalgyrus,montrealcognitiveassessment,minimentalstate,agegroup,handedness,updrstotal,updrshy,adnicategory,edsdcategory,ppmicategory,alzheimerbroadcategory,parkinsonbroadcategory,neurodegenerativescategories,apoe4,rs3818361_t,rs744373_c,rs190982_g,rs1476679_c,rs11767557_c,rs11136000_t,rs610932_a,rs3851179_a,rs17125944_c,rs10498633_t,rs3764650_g,rs3865444_t,rs2718058_g,fdg,pib,av45,tiv +longitudinal_dementia_test,2,FL2,24,40,40,F,1.2087,1.4841,0.32915,0.35337,0.76607,0.72214,15.5579,2.8236,2.5641,38.8014,38.1988,11.4186,11.7876,155.8267,148.1433,1.4275,2.7104,2.4742,0.71919,0.56021,16.0833,17.2999,1.2687,1.3368,2.9734,2.9935,5.4951,6.0637,3.7026,3.898,0.07522,4.1864,2.105,2.2594,0.33412,0.3312,3.753,4.0964,3.5405,3.723,1.5121,1.3872,9.4724,6.9954,2.7214,2.6644,3.4837,3.4995,3.7649,4.0124,1.49,1.4559,1.6922,1.7433,2.9616,3.1423,5.9909,6.0089,1.9155,1.8386,5.9514,4.903,9.5989,9.2094,6.9363,6.6783,2.0251,2.0723,4.0035,4.1536,1.5356,1.539,16.4198,15.7914,4.7423,4.7448,3.5983,3.3296,0.95289,1.1393,2.2389,2.4471,7.3052,6.2544,12.9889,13.0671,2.4574,2.5508,3.5942,3.5354,3.2791,2.9593,1.5482,1.1968,3.5569,3.8132,9.3965,9.5578,2.5252,2.6722,2.144,1.9116,1.8438,2.0017,9.2137,10.8398,2.0896,2.2928,1.8839,1.8074,10.8766,11.1711,1.5466,1.4413,1.122,1.1898,12.7796,12.5322,4.6107,4.6141,6.5719,7.7698,4.0787,3.0648,10.3689,9.1754,6.4612,6.4601,6.839,6.9649,3.5994,3.3739,1.3663,1.2715,,23.0,-50y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,2,FL3,36,41,41,F,1.3067,1.7453,0.36199,0.39515,0.8032,0.80585,16.6483,2.8349,2.8014,48.4185,45.7319,13.9034,14.0919,221.9736,222.2557,1.1484,3.1017,2.8595,0.5807,0.50392,13.2144,16.6564,1.4269,1.4848,3.1602,3.4984,5.9398,6.4486,4.0602,4.2057,0.06871,4.7338,2.2973,2.6553,0.35182,0.36399,3.4598,4.1459,3.7611,3.8591,1.5732,1.3186,8.7247,9.3786,2.8613,2.9999,3.5689,3.7872,4.2208,4.2491,1.6681,1.6131,1.8392,1.845,3.2552,2.9676,7.2433,7.1853,1.7701,1.6396,6.0143,7.2898,11.1527,11.0049,7.8756,7.2232,2.074,2.2539,4.3303,4.3498,1.5471,1.5917,16.9533,16.5803,4.2296,6.8039,3.4302,3.3495,1.0243,1.0322,2.5015,2.4786,7.6551,6.2928,14.1547,13.0863,2.7967,2.8953,4.4021,4.2388,2.9196,3.3705,1.4431,1.4614,3.8381,4.1946,9.9597,8.9795,2.8671,3.4545,2.1184,2.1522,1.8613,2.3464,9.2722,11.3081,2.2717,2.2222,2.0082,2.1378,11.2387,11.5614,1.6951,1.9593,1.0854,1.1023,11.8307,12.6877,5.4666,5.3632,7.059,9.6603,3.8308,3.2341,11.1686,10.5726,6.6149,7.1111,7.3856,7.1076,3.1721,3.7653,1.4588,1.5514,,,-50y,,,,,MCI,,Other,,MCI,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,2,FL1,6,38,38,F,1.148,2.3561,0.37051,0.39718,0.65164,0.62575,17.684,2.4479,2.6413,47.2334,47.4352,14.4953,15.2271,196.9166,196.9209,1.1773,2.9639,2.454,0.75667,0.59913,16.9137,22.448,1.5525,1.5355,3.5524,3.5654,6.1315,7.2718,4.2468,4.532,0.08687,4.993,2.193,2.5698,0.38664,0.3722,4.0747,4.3795,4.0828,4.0245,1.6751,1.3813,8.4244,7.9427,2.9551,2.9022,3.8353,4.0207,4.2272,4.3683,1.3806,1.2807,1.9617,1.9402,3.4547,3.2963,6.6888,6.3827,1.9102,1.9731,5.988,5.6651,10.8467,9.8933,7.35,7.1759,2.1137,2.1743,4.7753,4.5042,1.7208,1.7254,15.809,17.1511,4.5705,5.5648,3.5726,3.5958,1.0611,0.97321,2.4763,2.456,7.7122,7.0339,13.5884,12.5524,2.8514,3.0815,3.9653,3.9102,3.182,2.706,1.3287,1.4849,3.9268,4.3659,9.6993,9.8654,2.5383,2.6174,2.3783,2.5227,2.2011,2.4116,9.1766,11.0625,2.2296,2.2182,2.123,2.3548,11.3144,10.8834,1.9325,1.7346,1.1297,1.2324,13.374,13.6614,5.1412,5.3351,6.8489,7.7894,3.919,3.2493,8.9923,9.0935,6.2974,6.1527,6.3412,6.2909,3.24,3.6681,1.5318,1.4384,,25.0,-50y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,2,BL,0,38,38,F,1.0122,1.5949,0.4108,0.44694,0.89568,0.98359,19.6702,2.9757,2.7297,51.3226,49.6062,16.2343,16.1223,240.1943,232.4718,1.22,3.4963,3.5674,0.57188,0.40354,14.3835,13.1091,1.6519,1.7288,4.0851,4.0694,7.8667,8.0449,4.9633,4.9725,0.08168,5.3514,2.4571,2.8277,0.47669,0.47435,5.0084,5.3957,4.3245,4.5901,2.1921,1.8866,11.7556,10.5471,3.2868,3.2794,4.1051,4.6635,5.1925,5.172,1.8057,1.6975,2.0501,1.9869,4.3402,4.7688,8.3586,7.9227,3.6083,2.6585,7.9388,7.3809,13.0247,11.6909,8.7216,8.1993,2.8399,2.7266,5.1192,5.0934,2.3381,2.3385,22.3019,21.8414,5.7287,6.4612,4.5976,4.7475,1.0477,1.3173,2.974,2.6437,9.912,9.2277,16.2557,14.1545,3.3871,3.7497,5.0129,5.1498,3.6886,3.5137,1.8759,2.08,4.7711,5.079,12.7939,11.8877,3.1093,3.4562,2.1884,2.268,2.1405,2.3546,11.4609,13.663,2.6649,2.9372,2.1977,2.4613,13.4291,14.8469,1.9694,2.2641,1.305,1.3258,17.0002,16.3306,6.1193,6.7152,9.1852,10.4661,4.4744,3.9702,11.9661,13.0103,7.9591,9.2875,9.4185,9.1485,4.5346,4.3584,1.5519,1.7362,,8.0,-50y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,3,FL2,7,38,38,M,1.9259,2.1809,0.34273,0.33492,0.73419,0.69628,18.7455,2.5437,2.2522,45.7654,45.6187,15.2305,15.2435,203.9915,197.9945,1.7956,2.8752,2.5467,1.5235,1.3141,21.9802,21.0729,1.5904,1.5023,3.1242,2.8915,5.9256,6.431,4.6781,4.9461,0.08981,4.5608,2.2487,2.1259,0.30397,0.31632,3.672,4.1991,3.6489,4.0666,1.4974,1.4037,8.1557,7.1867,2.8367,2.9683,3.5839,3.5359,3.8457,3.7602,1.4345,1.3546,1.8398,1.8077,3.5199,3.3368,6.5829,6.1208,1.6895,1.6831,5.4161,5.1321,10.2767,9.9763,6.5107,6.4052,2.0023,2.1332,4.0403,4.3193,1.406,1.4807,16.5221,17.7432,4.0748,5.0582,3.3191,3.3948,1.0944,1.0018,2.3075,2.0936,6.975,6.6773,11.4993,11.8918,2.6285,2.7303,3.6165,3.448,3.1011,2.9593,1.4462,1.4126,3.5503,3.8922,8.8895,8.4977,2.5847,2.8352,2.1295,2.1676,1.7204,1.7698,9.0295,10.1974,2.0893,2.3736,1.928,2.0771,10.1076,11.0022,1.3702,1.3453,0.95964,1.009,13.1293,12.5684,5.2929,5.033,6.171,7.2704,3.1376,2.71,7.8694,10.2199,3.4409,5.4578,6.9204,7.0087,3.2715,3.5983,1.2178,1.1341,,9.0,-50y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,3,FL3,11,38,38,M,2.2023,1.8234,0.37982,0.3701,0.83178,0.86541,17.5262,2.8806,2.4915,50.9428,50.3785,14.1082,14.3546,213.1412,210.3322,1.7409,3.2428,3.1136,0.92808,1.1293,22.6963,26.1031,1.4853,1.4994,3.7943,3.7931,6.6078,6.9036,4.2758,4.486,0.06596,5.1974,2.5086,3.0338,0.35381,0.38798,3.6402,4.1603,3.928,4.1591,1.7043,1.4411,9.1016,8.3197,3.3215,2.8557,3.4007,3.6034,4.6919,3.9091,1.722,1.6786,1.8441,1.8211,3.5773,3.3786,7.9794,7.1407,1.7773,1.7464,6.4312,6.553,11.5046,10.95,8.6542,7.7697,2.2825,2.3507,4.4497,4.5385,1.6049,1.595,17.2759,17.4283,5.4068,5.8612,3.5876,3.4528,1.0464,1.0646,2.4232,2.5482,6.6446,6.2187,13.7817,12.9016,2.5745,3.1473,4.6522,4.451,3.5913,3.2505,1.5898,1.4126,3.8402,4.1396,9.9252,9.5475,3.0673,3.3577,2.3685,2.3436,1.8433,2.3937,9.5891,10.212,2.3581,2.4704,2.123,2.2904,10.3294,10.4154,1.6388,1.9505,1.1721,1.235,11.7635,12.0462,4.4457,4.5847,7.3309,9.3403,4.0222,2.932,10.1514,11.021,7.0259,6.5889,8.7133,7.9834,3.4457,3.3353,1.5081,1.5661,,26.0,-50y,,,,,MCI,,Other,,MCI,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,3,FL1,2,38,38,M,1.7123,1.6168,0.46431,0.48466,0.96734,0.98753,17.8395,3.273,3.179,46.6652,44.7829,14.6129,15.1321,257.0058,247.3031,3.0552,3.7437,3.3285,0.70921,0.60686,34.3032,37.4298,1.911,1.8616,4.0435,4.1447,7.6391,7.8547,4.7595,5.031,0.08496,5.2607,2.4095,2.3533,0.44294,0.44719,5.7576,5.2847,4.8522,5.24,2.3092,1.8069,11.3124,10.4839,3.1923,2.8318,4.8673,5.0758,5.3221,5.1041,1.931,1.8927,2.4494,2.6153,5.8776,4.036,8.5592,7.9513,2.37,2.5662,8.7332,7.4188,13.3726,13.213,8.7216,8.5248,2.8403,3.027,5.7806,5.4811,2.1684,2.3605,22.9857,23.6993,6.0093,7.0693,5.6107,4.6622,1.1033,1.1123,2.9631,2.6437,9.1265,8.4238,16.1744,15.7252,2.9965,3.6547,5.0778,4.8221,3.5676,4.1904,1.8616,1.8233,4.7816,6.5954,12.654,12.2125,3.4228,3.6051,3.0362,3.0549,3.0685,2.9678,10.1976,10.9396,2.8486,3.063,2.519,2.7196,13.1199,13.4711,2.3634,2.5338,1.6682,1.5941,16.5313,15.4303,5.9048,5.6403,8.2718,10.377,4.2872,3.269,10.6104,11.324,9.4883,9.3392,9.4185,9.4607,4.5346,4.3584,1.8232,1.9406,,29.0,-50y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,3,BL,0,38,38,M,1.1573,1.6479,0.47365,0.53321,1.0192,1.0396,17.706,3.2616,3.1397,49.9071,48.8077,14.2605,14.6229,212.8049,207.9718,1.1203,3.9806,3.6808,0.50539,0.52111,12.6832,13.1091,1.6551,1.6336,3.8073,3.8729,6.9086,7.1892,4.7493,4.9542,0.09152,4.9901,2.2871,2.6853,0.40882,0.40558,4.3511,4.7492,4.2808,4.4363,1.929,1.5833,11.0966,9.2512,2.9195,3.5436,4.011,4.4796,4.4464,4.4391,2.0902,2.0771,1.9507,1.8781,3.8763,3.3598,7.0561,7.3628,1.9857,2.3391,6.3994,5.8485,11.4971,11.1868,7.5148,7.775,2.2752,2.3452,4.3547,4.4844,1.7338,1.7383,18.7861,19.922,5.5177,7.0509,4.0427,4.1118,1.135,1.2002,2.831,2.9983,7.8601,6.8283,14.3784,15.1973,2.7873,3.5645,4.0248,4.3265,3.143,3.2356,1.5949,1.3049,4.0855,4.4056,10.2594,10.6416,3.5317,3.5993,2.2741,2.2083,2.4143,2.2311,10.541,11.9748,2.5115,2.6528,1.9234,2.0773,11.8206,11.3711,2.1924,2.0775,1.1172,1.1725,14.7744,14.2793,5.4026,5.2538,8.9313,9.318,4.6808,4.1879,11.5183,11.0671,8.0635,7.5473,8.5425,7.7009,3.7113,3.4214,1.4607,1.6896,,30.0,-50y,,,,,MCI,,Other,,MCI,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,4,FL3,2,42,42,F,1.3067,1.4427,0.33749,0.37091,0.76607,0.72893,15.7677,2.8002,2.7129,44.2266,44.287,13.8539,14.1874,216.9418,211.7263,1.1402,2.7104,2.7936,0.59843,0.50891,10.9448,12.3254,1.5931,1.572,3.0935,2.9394,6.9572,6.9254,4.0983,4.3655,0.07534,4.7154,2.2166,2.3625,0.33326,0.34545,3.5976,3.9172,3.4303,3.4893,1.5324,1.4046,9.0586,7.1824,3.1924,2.9698,3.2381,3.8728,3.924,4.1909,1.6669,1.5238,1.7128,1.6809,3.315,3.1043,7.3887,7.0969,1.7184,1.7798,6.4022,6.2311,11.7899,10.7932,7.5535,7.0594,1.9705,2.2887,4.3231,4.3599,1.4989,1.4828,16.2577,15.3283,5.0661,6.1877,3.5095,3.5866,0.76618,1.0472,2.678,2.4786,7.1452,6.2017,14.6369,13.6412,3.0945,3.7357,3.7753,4.0677,3.0958,3.1391,1.3934,1.4362,3.3562,3.7437,8.3421,9.2995,2.6595,2.8701,2.0607,1.915,1.5783,1.7434,10.1397,11.0569,2.1775,2.3358,1.9056,1.9437,11.9596,11.7937,1.4107,1.7231,0.91742,0.97895,13.4238,12.5765,4.8931,4.7632,7.505,7.9897,4.3263,3.5384,10.4484,10.1939,6.8655,7.0953,8.0762,7.4425,2.8351,3.3844,1.2809,1.3774,,27.0,-50y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,4,FL4,3,42,42,F,1.6311,1.6911,0.34508,0.35194,0.74861,0.68548,14.8491,2.6297,2.2943,39.8014,39.5951,11.5711,11.9739,184.6449,181.1042,1.7597,2.735,2.5595,1.6199,1.2296,23.1492,26.3035,1.5157,1.4512,2.8402,2.6628,6.6626,6.6044,3.9613,4.1549,0.08338,4.028,1.9454,2.3144,0.30481,0.33346,3.614,3.6553,3.4566,3.7116,1.4292,1.327,9.078,8.1956,2.9077,2.7067,3.4983,3.5732,3.4139,3.349,1.2358,1.2884,1.665,1.6296,3.0302,2.7766,6.3474,6.1736,1.5802,1.707,5.6899,6.2988,10.1838,9.6693,6.7667,6.2339,1.8516,2.0723,4.0283,3.8531,1.3567,1.3769,14.8866,15.7862,3.9228,5.8493,3.0863,3.6539,0.99292,1.0809,2.3593,2.1921,6.4642,5.5724,13.1167,12.0562,2.4852,2.4868,3.4528,3.7017,3.2271,2.4846,1.3857,1.2037,3.5002,3.8365,8.9542,9.1132,2.4883,2.6572,2.0205,2.0626,1.7461,1.8917,7.7997,9.1617,2.0893,2.2758,1.9628,2.0071,9.7905,10.2525,1.6103,1.65,0.97823,1.0087,13.1704,14.9077,4.6043,4.5158,6.6345,8.3502,3.7366,3.0659,8.6385,8.3972,5.9959,6.9838,6.8371,6.9046,3.5166,3.1253,1.3013,1.3098,,22.0,-50y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,4,FL1,0,42,42,F,1.0437,1.4794,0.3781,0.37448,0.86623,0.89996,18.9336,2.8135,2.6533,43.8728,48.1425,14.0223,14.6249,204.8771,208.7993,1.2612,3.3652,3.1767,0.60754,0.60498,10.9034,17.1136,1.5667,1.5442,3.4135,3.5981,6.7055,6.9801,4.5223,4.7552,0.07416,4.8977,2.3544,2.522,0.32524,0.34323,3.5976,3.9538,3.7341,3.9433,1.5942,1.4382,8.7598,9.0157,3.2457,3.4506,3.5586,3.9289,4.9972,5.1312,1.7817,1.7477,1.7385,1.8092,3.2479,3.0901,8.1453,7.9662,1.7646,1.8822,7.6726,6.837,12.4447,11.6051,8.4717,7.3152,2.0058,2.2419,4.357,4.447,1.4937,1.5371,15.5811,17.9085,5.7094,6.4401,3.3117,3.6606,1.0662,1.1734,2.3621,2.7867,7.1452,5.9329,13.9705,13.0691,3.0955,3.65,4.4497,4.3142,3.2949,3.2146,1.2343,1.407,4.301,4.7032,10.0915,11.3595,2.8052,3.1821,1.941,2.021,1.8433,2.0528,8.2043,10.0256,2.1132,2.3013,1.8357,2.0808,11.0166,12.0331,1.7731,1.8484,1.054,1.1263,13.4644,13.8567,5.1071,4.6472,6.6708,8.6432,4.6594,4.3388,9.8516,10.6744,7.2022,7.3722,7.8081,8.5218,3.3557,3.558,1.181,1.3575,,24.0,-50y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,4,FL2,1,42,42,F,1.148,1.5972,0.4108,0.44415,0.96308,0.98753,21.2508,2.9757,3.0375,48.9778,49.9324,17.7021,18.277,257.664,245.8349,1.2408,3.4471,3.3601,0.58957,0.61776,12.8766,14.1622,1.767,1.7719,3.9922,3.9769,7.9992,8.0449,5.0292,5.3218,0.08168,5.2487,2.359,2.7544,0.42315,0.4197,4.9389,4.8834,4.5119,4.5085,2.1984,1.8709,10.7409,9.3894,3.4268,3.144,4.177,4.4564,5.2557,4.7112,1.931,1.7658,2.0495,2.4049,4.4622,4.4791,7.4238,7.2141,3.6083,2.687,6.5246,7.0398,11.9174,11.49,8.6267,8.2913,2.8399,2.7463,4.2264,4.371,3.0691,2.1509,21.7015,21.1393,5.0577,6.4609,5.6107,4.8288,0.98527,0.9141,2.1777,2.448,11.2819,7.5799,14.54,14.4608,3.1577,3.8486,4.4759,4.1718,3.3535,3.4049,1.7728,1.8448,4.2346,4.6571,11.2934,11.75,3.2428,3.3523,2.3587,2.5062,2.5237,2.8887,9.9542,11.4424,2.332,2.9618,2.1327,2.5102,12.1602,13.9825,2.0739,2.2838,1.3308,1.4734,16.0237,17.2763,6.2855,5.9413,8.554,9.3659,4.1481,3.7773,12.2404,11.6445,8.0468,7.5473,8.2934,8.2145,3.8231,4.2711,1.518,1.7669,,28.0,-50y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,4,BL,0,42,42,F,1.0122,2.0464,0.49416,0.66196,0.96734,0.92443,21.0547,3.5937,3.546,56.5683,54.4932,17.4447,17.3113,274.0747,264.2635,0.97752,3.7959,3.2871,0.43769,0.44981,8.8972,10.2369,1.6958,1.6826,4.3591,4.47,7.9425,8.1584,5.139,5.3964,0.10549,5.7021,2.591,3.0924,0.45297,0.46534,5.2218,5.7206,4.3102,4.5632,2.0729,1.6984,11.7868,11.2047,3.1363,3.0552,4.7409,4.5986,5.4003,5.6454,1.9785,1.7889,2.1933,1.9869,4.4074,4.3146,9.3536,8.5571,2.3144,2.4124,7.6633,7.4932,13.5092,13.2035,8.4853,8.0601,2.6568,2.6402,5.4314,5.5629,2.1684,2.0045,21.001,20.2197,6.1715,7.3778,4.5732,5.068,1.4862,1.4687,4.4218,3.2439,8.7517,8.2845,18.12,16.9337,3.9473,4.0078,4.6395,4.8532,3.8129,3.6718,1.8616,1.5283,4.3861,5.0378,11.0276,11.9548,3.2419,3.5386,2.398,2.2643,2.9351,2.6442,13.2796,12.4476,2.625,2.7842,2.2822,2.4174,14.6459,15.5418,2.3664,2.8074,1.3669,1.3112,16.095,15.8389,6.8058,6.2148,9.3669,9.8394,4.9057,4.286,13.5756,11.3395,8.7938,7.8305,9.5096,8.911,3.9849,3.787,1.741,1.7801,,28.0,-50y,,,,,MCI,,Other,,MCI,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,5,BL,0,43,43,F,0.98668,1.8414,0.34906,0.42314,0.81267,0.79086,17.5712,2.5021,2.609,48.0936,48.3698,13.7119,13.784,187.5436,180.9211,1.0689,3.1608,3.0738,0.44345,0.46701,9.599,9.8195,1.3722,1.315,3.4854,3.6105,6.2039,6.3765,4.2961,4.6406,0.07462,4.7782,2.3474,2.4605,0.38664,0.35033,3.2603,4.3072,4.0836,4.1033,1.593,1.5227,9.4724,8.9824,2.79,2.8543,3.2401,4.1069,4.0791,3.8755,1.5551,1.5263,2.0993,1.8123,2.9622,3.3513,7.6467,7.4944,1.7872,1.8084,6.4737,5.7707,11.5048,12.2668,7.7729,7.5597,2.0749,2.2204,4.5201,4.708,1.4698,1.6229,14.9524,17.1511,5.7265,5.896,3.4649,3.5988,0.9974,0.98038,2.4623,2.4017,7.7702,6.3666,14.115,13.8484,2.877,2.8953,4.3071,4.3582,3.356,3.1531,1.4383,1.2722,3.8557,4.1629,9.7114,9.3708,2.9139,3.0711,2.3548,2.2191,1.7161,2.03,9.7161,10.5191,2.25,2.1983,2.0151,2.1861,12.0262,12.061,1.5063,1.7509,1.0434,1.1263,13.2127,12.9795,4.6765,4.7393,8.0882,7.5044,3.9438,3.5299,10.9249,11.2121,7.4213,7.4732,7.4136,7.8874,3.4306,3.6608,1.3977,1.3732,,30.0,-50y,,,,,MCI,,Other,,MCI,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,5,FL1,9,43,43,F,1.0437,1.5845,0.34906,0.39511,0.87013,0.83318,17.9623,2.7496,2.8472,35.0639,36.5567,16.2098,16.2364,212.1288,213.7681,1.22,3.3323,3.0832,0.6389,0.6351,11.4171,16.1099,1.6559,1.5954,3.7794,3.8888,7.2864,7.0505,4.6835,4.9351,0.07262,4.9875,1.9311,2.4701,0.36866,0.34565,4.1325,4.4953,4.0128,4.2877,1.8447,1.5632,9.6472,9.2595,3.2433,3.2794,3.8236,4.1651,5.028,4.6713,1.7055,1.6321,2.0866,2.0336,3.7229,3.7527,7.2433,7.2397,2.1974,2.2699,6.4499,6.1025,11.0199,10.9211,8.4769,7.3711,2.3834,2.5044,4.4276,4.6039,1.8996,1.9723,17.8984,18.0269,4.8995,5.9567,3.9101,4.1875,1.0288,1.1962,2.4162,2.578,7.8169,7.3397,13.4418,13.3923,3.0024,3.2917,4.0239,3.9573,3.4648,3.4189,1.745,1.6584,3.5927,4.0902,10.2264,10.5771,2.8168,3.3577,2.2177,2.2839,2.1405,2.4603,10.2031,11.6036,2.3716,2.7641,1.8764,2.2326,12.3494,12.8191,1.9694,2.0111,1.1929,1.2417,15.8016,14.7676,5.0968,5.5021,7.9386,8.8259,4.1539,3.8011,10.6824,11.1783,7.0391,6.718,7.8439,6.5938,3.5886,3.7456,1.4508,1.6558,,29.0,-50y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,6,BL,0,43,43,M,1.1573,2.0007,0.34404,0.34666,0.78877,0.69324,17.1094,2.5342,2.2943,41.0361,42.157,15.8163,15.7577,232.1245,219.7046,1.0312,3.108,2.8485,0.47469,0.55654,10.2828,10.6779,1.5605,1.5627,3.2579,3.3626,6.1882,6.8479,4.2468,4.3579,0.07149,4.2492,2.0996,2.4153,0.34336,0.34954,4.1239,4.1603,4.025,4.1024,1.7392,1.4939,9.0344,8.1893,2.8749,3.0912,4.2545,4.3633,4.4695,4.3683,1.4653,1.256,1.9982,1.7496,3.5985,3.1623,6.5852,6.6309,1.9406,1.9966,6.2286,6.3134,10.0847,10.455,7.7851,7.335,2.0395,2.5188,4.8096,4.4466,1.6212,1.6383,17.2194,17.3969,4.56,5.5222,3.7438,3.5533,1.3088,1.0262,2.9837,2.7079,6.932,6.5707,12.4151,12.0916,2.9318,3.788,4.1184,4.2907,3.614,3.2505,1.4292,1.505,3.6334,3.8922,9.5312,10.4343,2.6174,2.7096,2.3943,2.2809,2.3196,2.4359,9.3692,10.6313,2.0373,2.474,2.0316,2.174,11.0016,11.5614,1.8179,1.8994,1.2068,1.2404,14.2447,13.7678,5.184,4.8506,7.8555,8.5434,3.9499,3.2804,10.6959,10.1041,6.8885,6.0908,6.5402,7.0134,3.2317,3.4662,1.5101,1.529,,25.0,-50y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,6,FL1,11,43,43,M,1.614,1.9196,0.36223,0.40587,0.80181,0.78801,17.1094,2.9314,2.6746,36.0414,36.5007,13.6021,14.5244,217.6717,210.2855,1.4932,3.1711,3.2571,0.6035,0.63498,11.9869,17.4652,1.524,1.4622,4.197,4.2961,6.4276,6.6497,4.3581,4.5321,0.06704,4.6477,2.0486,2.3743,0.34124,0.37066,3.4598,3.9826,3.5203,3.5746,1.5789,1.2674,9.6515,9.431,2.9363,2.8431,3.6255,3.3012,3.9622,4.1837,1.4545,1.4568,1.7945,1.8199,3.3098,2.9085,6.7279,6.9662,1.9012,1.8172,4.8656,4.5079,11.1388,10.7722,7.5401,6.5977,2.0685,2.1521,4.2057,4.1706,1.603,1.5869,17.3505,17.3982,4.2927,4.9577,3.5021,3.4604,1.1739,1.0947,2.5573,2.538,7.3479,6.1736,14.5429,14.5686,2.7573,2.8064,3.9017,3.6434,3.1011,2.9831,1.343,1.3584,3.7978,4.0705,9.3593,9.5844,2.6174,2.9921,1.6855,1.4917,2.0085,2.1257,9.2722,9.8247,2.2809,2.2111,1.6847,1.9755,10.5838,11.0987,1.6188,1.6764,1.1006,1.0952,13.9114,13.4957,4.8122,5.0496,7.3309,7.6242,3.9092,2.7544,10.3461,9.1754,6.7924,7.4128,7.378,7.1638,3.3015,3.3617,1.2987,1.5317,,29.0,-50y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,7,FL3,11,53,53,F,1.2087,0.73524,0.28531,0.32098,0.60361,0.56468,15.1807,2.3884,2.224,24.3004,14.2174,12.8008,12.4571,168.1404,169.0711,1.2254,2.4818,2.4348,1.4247,1.5123,14.503,18.5578,1.3283,1.3074,3.1335,3.0497,5.5578,5.6835,3.9552,4.2351,0.07933,4.3435,1.8052,0.00144,0.32483,0.32491,3.0647,3.2967,3.3117,3.5351,1.2644,1.0793,8.7539,7.3169,3.038,2.7925,3.5447,3.3553,4.4469,3.6052,1.279,1.0909,1.665,1.4748,3.2655,2.5954,6.085,5.6597,1.5262,1.6765,5.4517,5.8648,9.211,8.829,7.4337,6.8854,1.6103,1.9178,3.5388,3.7306,1.2801,1.2859,15.6573,15.8776,4.6532,4.8572,2.7665,3.0824,0.89653,0.93037,2.2617,1.779,5.4504,5.0106,12.1545,10.152,2.6637,2.5224,3.9017,3.7844,2.971,2.557,1.1581,1.1783,2.9264,3.4843,7.7055,8.2426,2.4601,2.5272,2.0164,1.9261,1.8895,2.2844,8.2392,9.9004,1.9447,1.9458,1.8162,2.0026,12.156,10.3883,1.594,2.0657,1.0216,1.0804,13.9377,13.2611,4.4946,4.4892,6.6345,7.8777,3.7534,2.776,8.1985,1.7797,6.2459,5.6422,5.7073,5.8408,3.1378,2.9625,1.3372,1.4745,,24.0,50-59y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,7,FL1,5,52,52,F,1.0437,2.0142,0.3781,0.42741,0.89568,0.8853,16.4958,2.7122,2.7414,48.291,48.8532,13.3855,14.18,203.0384,205.443,1.0818,3.6065,3.4104,0.57073,0.4371,11.1851,13.4527,1.4802,1.4678,3.3703,3.4555,6.8393,6.8095,4.3818,4.6013,0.07566,4.8524,2.2394,2.5912,0.40044,0.41743,3.5594,4.2642,3.5168,3.6771,1.5749,1.4033,10.1495,9.301,3.2457,3.1286,4.0287,3.7683,4.9972,4.6493,1.7855,1.791,1.9458,1.9652,3.1526,3.0312,7.6897,7.3827,1.8708,1.969,6.9397,7.3491,12.8493,11.5383,8.5289,7.8815,2.2026,2.2914,4.2099,4.1942,1.6093,1.6313,19.7012,19.1111,5.532,6.6359,3.401,3.8396,1.2274,0.91745,2.6924,2.3482,7.785,5.8557,15.1999,14.0277,3.6274,4.46,4.6967,4.2157,3.182,3.2136,1.5666,1.4242,4.1173,4.1658,10.6008,10.4497,3.0451,3.262,2.1334,2.071,1.806,2.1131,10.313,11.4886,2.3682,2.5731,2.0512,2.2904,12.197,12.0034,1.7731,1.8977,1.1899,1.1941,13.516,13.1667,4.8559,4.9899,7.7679,8.9471,4.958,4.1028,10.3849,10.7102,7.0929,8.3187,9.4681,9.4243,3.1045,4.1011,1.3856,1.7457,,20.0,50-59y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,7,BL,0,52,52,F,0.98668,1.9683,0.39807,0.44618,0.84458,0.83008,18.213,3.0766,2.9517,45.1005,45.9534,16.6983,16.7592,263.77,268.0351,1.1536,3.1393,3.0569,0.43528,0.46058,10.2175,9.3251,1.773,1.753,4.1009,4.0091,7.7554,7.9311,4.9413,5.1393,0.0767,4.061,2.0528,2.493,0.36176,0.40229,4.1239,5.2956,3.7583,3.9127,1.6038,1.3676,10.9234,9.0953,3.4774,2.5846,3.7257,3.7674,4.7629,4.24,1.6416,1.6131,1.9211,1.5849,3.7591,3.2994,7.4872,7.338,2.1663,2.0042,6.3441,6.1025,11.9429,11.2569,8.7503,7.7076,2.0704,2.2381,4.5884,4.9597,1.9356,1.8465,18.9489,19.7988,5.7511,5.6059,3.6362,3.6112,0.95246,1.036,2.4247,2.4667,8.3148,7.4916,16.2235,14.7553,2.7841,3.4704,4.5218,4.4217,3.3074,2.557,1.4263,1.3588,3.7873,4.1069,9.8438,8.9795,2.9475,3.095,2.1687,2.3915,1.9963,2.2573,10.5252,10.8325,2.4704,2.0967,2.1575,2.4219,11.0717,11.5156,1.9278,2.0327,1.1812,1.245,13.4679,13.8829,5.4278,5.4839,8.2656,8.0809,4.2425,3.3203,10.3299,9.5738,7.3433,7.64,8.5962,7.6834,3.3574,3.4373,1.3599,1.5839,,29.0,50-59y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,7,FL2,9,53,53,F,0.78548,1.602,0.4108,0.44194,0.93386,0.862,17.8318,2.9757,2.8993,48.463,47.9713,14.4232,15.0453,255.5603,245.8349,0.89851,3.6065,3.2316,0.35781,0.34422,5.7605,5.4567,1.7259,1.7644,3.8314,3.972,6.6523,7.0526,4.5171,4.7162,0.0698,4.7095,2.2414,2.5672,0.36176,0.37195,3.9222,4.389,4.4772,4.2701,1.6685,1.4051,11.4685,9.9564,3.1256,2.7219,3.907,3.5921,4.6793,4.0075,1.7675,1.6599,2.0246,1.8331,3.4223,3.2678,7.562,7.4051,1.9369,2.0127,6.4317,6.9345,11.6498,10.95,8.0483,7.0559,2.1988,2.2914,4.6893,4.6375,1.658,1.702,17.3869,16.4964,5.861,6.2414,3.7817,3.7981,1.2879,1.0249,2.9285,2.7085,7.2823,6.6438,14.1938,13.2978,2.5652,3.198,4.0606,4.2841,3.0849,2.9118,1.6075,1.5132,3.5251,3.9075,9.4506,9.2995,2.984,3.2543,2.3548,2.4087,2.0334,2.008,9.7326,10.8637,2.3028,2.4377,2.0825,2.3094,10.3122,10.7422,1.6696,1.7462,1.0876,1.1527,13.233,13.7731,5.184,5.0385,8.554,8.876,4.7405,3.1916,9.329,11.3991,8.1165,8.4616,8.145,7.7768,3.8232,3.4379,1.2649,1.493,,28.0,50-59y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,8,FL3,9,56,56,F,1.2087,0.73524,9e-05,0.00296,0.18236,0.4964,9.0519,0.0,0.00075,24.3004,18.9006,10.3602,10.4069,97.6268,128.6959,1.2754,2.4553,2.2563,1.4247,1.5123,17.4891,20.4219,1.3485,1.3058,0.23437,0.79482,5.5578,5.4562,3.8544,4.1275,0.08356,4.7754,2.3187,1.1706,0.27894,0.29135,6e-05,0.00124,0.9969,1.1702,0.00047,0.41169,7.5287,7.3169,3.0178,2.584,0.30663,0.12649,3.525,3.349,0.98201,0.91267,0.75116,1e-05,0.0,0.0,3.8349,5.4726,0.51662,0.56823,4.9538,4.7812,7.2375,8.542,6.6465,6.181,0.03515,0.02822,0.00011,0.0,0.03295,0.05335,0.0,0.0,3.9723,4.8572,1.529,1.6916,0.86393,0.94701,1.988,1.863,0.01018,0.00791,8.7517,10.152,2.3425,2.5727,3.2884,3.2516,1.3448,1.4087,1e-05,0.05771,3.2366,4.0421,8.6133,9.4057,2.1394,2.1743,1.6208,1.6036,0.0,0.02077,0.00167,0.00809,1.4502,1.2601,1.457,1.7069,0.00012,0.00038,1.5465,1.514,0.81868,0.91649,0.00052,0.00013,0.0,3.5064,0.20706,1.4319,3.9022,2.0489,7.6841,7.8501,6.3164,6.0329,2.8712,4.5637,0.0,0.0,1.2142,1.2157,,23.0,50-59y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,8,FL4,18,57,57,F,1.2087,0.73524,0.30261,0.35366,0.60361,0.66216,14.5522,2.5567,2.8728,36.5871,36.5567,11.7082,11.9709,176.7668,171.0676,1.2238,2.554,2.728,0.33228,0.47194,10.8911,13.4527,1.3856,1.3888,3.0847,2.6506,5.6714,6.1034,3.9009,4.1105,0.08637,4.1318,1.6783,2.1048,0.36996,0.32475,3.4061,4.2642,3.2609,3.4818,1.6751,1.4159,9.5952,8.9399,2.8545,2.6239,3.755,3.771,4.1145,4.2103,1.2567,1.2728,1.7009,1.681,3.879,3.0808,5.0191,5.759,1.7907,1.977,5.566,5.3117,8.9138,8.2972,6.92,6.6783,2.0293,1.9433,4.1302,4.4628,1.6876,1.694,16.6386,17.3826,4.3254,5.3655,3.449,3.5504,0.92508,1.2399,2.4699,2.627,7.2857,6.2888,11.1503,11.0512,2.549,2.3928,3.6809,3.6751,3.2342,3.1904,1.459,1.1488,3.1223,3.7408,9.1766,9.3937,2.3909,2.5548,2.0682,1.9205,1.8636,2.2234,9.1566,11.6058,1.9527,2.054,1.9834,2.043,11.1343,12.3857,1.7454,1.9443,1.0766,1.1654,12.4816,11.6837,4.8107,4.542,7.36,8.6986,4.204,3.2493,9.4211,9.2394,6.2549,5.982,6.6466,5.995,3.5397,3.4939,1.445,1.4745,,23.0,50-59y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,8,FL1,4,56,56,F,0.98668,1.9683,0.34906,0.39511,0.8218,0.83691,17.0213,2.8389,2.7995,46.8232,46.8022,14.5272,15.2514,185.7545,189.237,1.0689,3.2615,3.1136,0.36495,0.46058,8.3182,9.812,1.5261,1.4418,3.1933,3.4984,6.7747,7.0248,4.5049,4.7758,0.0698,4.6817,2.1004,2.6944,0.33588,0.3502,3.4694,3.9495,3.4775,3.5396,1.8882,1.5746,9.9959,9.1829,3.4156,3.4771,3.5289,3.5026,4.502,3.8821,1.5899,1.5824,1.6794,1.8246,3.5537,3.2787,7.3385,8.0186,1.8969,1.9491,6.6846,6.4182,11.2911,11.5883,8.7503,7.4859,2.4026,2.4884,4.6803,4.527,1.5629,1.5869,16.5157,18.612,5.1874,6.4758,4.1537,3.8233,0.97807,1.0092,2.2481,2.2928,7.1327,6.2017,14.7833,14.0277,3.5262,3.0137,5.281,4.8644,2.878,3.0989,1.6136,1.5784,3.4491,3.9726,9.6719,9.6351,2.8052,3.1118,1.857,1.865,1.8115,1.9729,9.877,10.8637,2.3928,2.5996,1.712,1.8273,11.2152,11.5103,1.6444,1.6304,1.0058,1.0628,13.5098,13.4185,4.761,4.9149,7.4591,7.0687,4.9115,3.1916,9.2977,9.0157,7.5386,7.6438,7.1298,7.3685,3.6974,3.9042,1.164,1.3308,,29.0,50-59y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,8,FL2,7,56,56,F,1.172,1.7443,0.3781,0.42053,0.77349,0.8008,15.3697,2.7961,2.7336,49.447,50.7872,12.8401,13.1052,227.3956,216.712,1.0312,3.0233,2.9863,0.40818,0.44981,9.478,11.4231,1.5275,1.5147,3.2836,3.4101,6.345,6.5934,4.311,4.6199,0.07685,4.9801,2.407,2.6222,0.36866,0.37705,3.7805,4.3799,3.8964,3.7848,1.5604,1.5289,8.2161,8.5611,3.1004,3.0936,3.7112,3.763,4.2553,4.211,1.6085,1.5145,1.7598,1.7542,3.1919,3.1487,6.8956,7.1118,2.0352,2.1695,6.9569,5.9451,10.1663,10.8081,8.1911,7.7624,2.1301,2.3184,4.1706,4.0497,1.6016,1.6432,17.3506,17.8445,4.7603,5.7343,3.5454,4.0437,1.0517,1.1394,2.5962,2.9515,6.9324,6.4494,13.3397,13.5169,3.2278,3.7023,4.4483,4.2177,3.2753,3.286,1.5009,1.3667,3.849,4.1181,9.5387,9.5475,2.6687,3.0905,2.0263,2.0948,1.7874,2.187,10.3026,10.3747,2.3126,2.4821,1.8823,2.1378,11.9216,12.1035,1.5976,1.768,1.048,0.97977,13.9443,13.7765,4.9874,4.7219,6.1646,8.0024,4.3993,3.4542,9.1039,9.2653,7.0951,7.1332,7.1243,6.874,3.4384,3.6143,1.2809,1.4578,,27.0,50-59y,,,,,MCI,,Other,,MCI,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,8,BL,0,56,56,F,0.76151,1.6951,0.39807,0.43187,0.88409,0.88139,15.9782,3.1972,3.0922,27.9343,29.3947,11.4186,11.2483,219.7823,216.6957,0.78724,3.131,3.0526,0.42881,0.43749,6.2042,5.4567,1.3677,1.3106,3.8051,3.8835,6.7328,7.1078,4.2416,4.4267,0.07101,3.7976,1.7855,1.872,0.35605,0.37595,4.3417,4.4857,3.7628,3.5946,1.7381,1.5585,10.6009,9.15,3.0513,3.1002,3.6115,3.5452,4.2648,4.1242,1.7212,1.7317,1.9548,1.8366,3.8561,3.2994,7.2418,7.5396,2.1025,2.0694,6.6099,5.9025,12.728,11.7365,8.01,6.717,2.1745,2.3112,4.5274,4.5898,1.7046,1.7233,20.694,20.5201,4.5537,5.092,3.8323,4.2087,0.97369,0.95711,2.4443,2.3337,7.5541,6.7603,14.9677,14.4608,2.5004,3.5556,4.0595,3.817,3.7248,3.7596,1.4047,1.2898,3.4532,4.066,8.402,9.9817,2.9268,3.3577,2.1178,2.0168,1.8025,1.9596,10.9132,11.4351,2.2182,2.6967,1.8492,2.0488,13.7294,13.7014,1.823,1.598,1.1607,1.0429,15.0981,14.8241,5.3815,5.911,8.2741,8.5848,4.1595,3.5506,8.9606,9.8046,7.6223,7.4062,7.2326,7.8874,3.5397,3.6608,1.181,1.2918,,29.0,50-59y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,9,FL2,7,56,56,M,2.6594,6.1146,0.38883,0.42061,1.0167,1.0389,19.4303,3.1409,2.7164,53.9778,52.6487,16.1786,16.505,241.6973,235.0903,2.6887,3.9391,3.5758,1.4552,1.3591,27.4336,42.0744,1.8306,1.7443,4.0497,3.9839,7.663,7.8519,5.0559,5.3238,0.07136,5.2348,2.4622,3.0265,0.46722,0.46999,4.001,4.706,4.3287,4.8387,1.5345,1.4604,9.4278,9.356,4.2052,5.3609,3.9293,4.6146,4.2007,4.2788,1.9942,1.9971,1.9712,2.048,3.4684,3.1803,7.8411,7.3827,1.8402,1.9738,7.0218,7.2467,11.5046,11.819,8.9198,7.9709,2.0146,2.3409,4.7042,4.4251,1.5318,1.6231,16.6894,17.3969,5.117,6.4401,3.5889,3.6606,1.2433,1.0916,2.8466,2.5253,7.2281,6.5107,14.0732,14.356,3.9516,4.2514,4.6118,4.701,3.4035,3.1692,1.4955,1.5144,4.0638,4.6896,10.9795,10.7779,3.3305,3.2634,2.5376,2.5789,2.2714,2.5469,10.4306,11.9197,2.1786,2.411,2.144,2.3431,9.9662,10.72,2.1247,2.1133,1.185,1.2546,16.326,14.7282,5.1528,4.861,7.9455,8.0809,4.3393,3.1908,9.2774,9.8591,8.0635,7.9222,8.0369,8.4928,3.5429,3.8601,1.6766,1.6991,,22.0,50-59y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,9,FL1,2,56,56,M,2.6594,1.8463,0.39851,0.42069,0.81764,0.82359,17.815,3.2034,3.0369,52.0037,52.0429,13.8184,14.1073,222.1523,214.3011,2.6887,3.0836,2.9412,2.0116,1.7961,37.5915,42.465,1.636,1.6259,3.6831,3.6962,6.9843,7.1651,4.5871,4.7797,0.06139,5.1974,2.3642,2.6146,0.36143,0.38007,4.2224,4.6228,4.3175,4.2489,1.9736,1.612,11.5855,10.5471,3.3215,2.9452,4.4897,4.0324,4.7764,4.6438,1.5758,1.6922,2.2165,2.0577,3.9318,3.5591,7.207,7.5082,1.9946,2.0778,7.3182,7.0548,11.1621,11.0308,8.3029,8.0496,2.5124,2.6274,4.3437,4.7763,1.9407,1.9858,17.9655,19.216,5.4008,7.0929,3.8847,3.8666,1.069,1.3124,2.5152,2.823,7.7828,7.3574,13.8898,12.8189,3.7035,4.3637,4.3302,4.473,3.4523,3.4322,1.7912,1.8031,4.0128,4.6291,11.011,11.1584,3.0453,3.2543,2.5579,2.2809,2.1122,2.6183,11.4189,13.1117,2.3079,2.345,2.333,2.3694,12.0913,11.5328,1.8799,1.9438,1.1184,1.1554,14.0477,14.2564,5.5017,5.1257,8.2807,9.2919,5.1129,3.9202,12.5354,11.8119,8.0088,7.6602,7.358,7.0813,3.7943,4.1072,1.5927,1.5567,,17.0,50-59y,,,,,MCI,,Other,,MCI,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,9,BL,0,56,56,M,1.6205,2.0832,0.49537,0.54456,1.2526,1.0289,20.0813,3.856,3.6104,52.7122,51.8798,17.3021,17.5743,267.6691,262.7257,1.7918,3.7434,3.4854,0.52761,0.54061,19.8907,27.1511,1.7185,1.6728,4.2333,4.534,7.6391,7.8519,5.0187,5.3992,0.08788,5.1347,2.4335,2.8551,0.56403,0.48888,5.3921,6.5134,4.6571,4.9237,2.0206,1.8539,11.7868,10.561,3.8322,3.8687,4.9595,4.6986,4.8737,4.4561,2.4117,2.055,2.4437,2.3582,4.3098,4.2753,8.2928,8.4139,2.6615,2.6585,7.3665,6.8257,13.5076,13.5711,9.1203,8.122,2.6408,2.8515,7.0872,6.2151,2.1883,2.2429,21.7039,21.2659,5.5976,7.3017,4.4547,4.5409,1.1047,1.3434,2.8166,2.8053,10.1452,7.9306,16.1292,18.2389,2.7271,3.6621,4.8557,4.8013,4.0271,3.5479,2.014,1.8448,4.6583,5.4421,12.0215,12.1484,3.6548,3.8127,2.6035,2.5927,2.9821,3.1049,10.778,12.6904,2.7286,2.754,2.5449,2.7172,11.0075,12.0834,2.3606,2.4655,1.3198,1.2201,16.5771,15.2985,6.2281,6.0604,9.415,10.9412,5.0079,4.0462,11.2573,10.4451,9.6366,8.8713,8.9394,8.6315,4.1643,4.5874,1.8468,1.7715,,29.0,50-59y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,10,FL2,4,57,57,F,1.09,1.759,0.27157,0.31534,0.77434,0.7267,14.8758,2.826,2.4267,44.2266,45.1092,12.1718,12.9864,172.6784,175.5353,0.98114,3.0233,2.8504,0.37644,0.40243,10.2828,10.1573,1.3544,1.3295,3.0487,3.1336,5.9261,6.2662,3.9964,4.2179,0.07021,4.7154,2.1563,2.5717,0.34166,0.33122,3.829,4.4173,3.3575,3.6281,1.5816,1.3767,9.083,9.3719,1.7932,2.267,3.7112,3.806,3.8567,3.5516,1.5457,1.4384,1.7945,1.7211,3.3818,3.1244,6.8917,6.3769,1.7704,1.7798,5.263,5.0406,10.1361,10.3478,6.7914,5.2629,2.2026,2.2163,4.7897,4.6865,1.6167,1.6417,16.898,17.7897,4.0023,4.7415,3.3806,3.4263,0.97367,0.94805,2.3446,2.0501,7.1016,6.4971,13.7425,13.0736,1.9228,2.3736,3.6688,3.6264,2.9823,3.2688,1.4818,1.4634,3.4599,3.9003,9.4355,9.1429,2.56,2.8218,1.9203,1.9424,1.9819,2.1131,8.2043,9.2757,2.4092,2.1983,1.8343,1.965,11.1747,11.27,1.7331,1.6919,1.0854,1.1247,12.3468,13.4099,4.854,5.045,6.903,7.5987,3.241,3.2476,9.6935,8.5418,7.0635,6.3516,7.0973,6.8856,3.1462,3.8166,1.2987,1.4045,,26.0,50-59y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,32,FL3,36,66,66,F,1.5757,1.6249,0.32915,0.3566,0.73506,0.67372,16.5658,2.7236,2.7342,43.2544,43.3333,13.7873,14.2481,222.8878,224.2603,1.2468,2.9427,2.6953,0.5428,0.65246,12.81,18.3889,1.596,1.5627,3.4732,3.5625,6.53,6.6266,4.3466,4.6248,0.08537,4.4765,2.1635,2.2029,0.30481,0.33925,3.614,3.8512,3.5266,3.5746,1.5496,1.4009,9.1051,7.639,3.2221,2.7063,3.4983,3.5289,4.6451,4.3938,1.381,1.3042,1.7233,1.7876,3.3098,3.1364,6.8294,6.0265,1.9636,1.8986,6.3048,5.5447,9.5259,8.7671,7.0608,6.2929,1.9334,2.1568,4.2386,4.3147,1.5144,1.5214,16.2826,17.0128,4.6266,4.7805,3.5983,3.6766,1.0125,1.0199,2.4473,2.3548,6.5869,6.2958,12.3066,10.6118,2.8549,3.3184,4.0098,3.7017,2.9641,3.1208,1.2823,1.1636,3.4532,3.7115,9.3965,8.9996,2.5377,2.7676,2.0291,1.8829,1.958,1.9332,8.9708,10.4337,2.117,2.2723,1.8018,2.1223,11.4033,10.3418,1.662,1.7338,1.0228,1.0716,12.7837,13.1121,4.5318,4.6593,7.6297,7.2062,4.1137,2.934,10.3461,9.1754,6.2705,5.6422,6.427,6.051,3.0297,3.3076,1.182,1.3832,,27.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,32,FL2,24,65,65,F,1.5191,1.7275,0.35802,0.40283,0.70166,0.74646,19.7882,2.6297,2.6191,50.4762,49.5695,15.6101,16.4393,212.9949,206.1572,1.33,3.0192,2.8438,0.4579,0.51484,16.0833,20.0821,1.5525,1.6283,3.3207,3.2834,6.4129,6.7086,4.6091,4.8988,0.07896,4.8838,2.3305,2.5815,0.38664,0.37661,4.1621,4.4827,3.8432,3.8531,1.6668,1.4379,9.2715,8.8278,3.3611,3.4869,3.7112,3.9223,4.6393,4.475,1.407,1.4737,1.8267,1.819,3.492,3.4177,6.8871,7.0287,1.8942,2.0747,7.2028,6.0086,10.916,10.0447,7.7182,6.9412,2.1543,2.259,4.6062,4.6586,1.5732,1.5537,17.552,18.4488,5.9004,5.981,3.6114,3.7638,1.1633,1.3496,2.946,2.9714,6.6016,6.4198,13.8112,12.7949,3.0269,3.6257,4.0605,4.3198,3.3074,2.7669,1.4201,1.4297,3.911,4.3267,10.9795,10.3832,2.7068,2.8618,2.1717,2.2243,1.9221,2.1968,10.5416,11.2932,2.3559,2.3931,1.9234,2.2326,10.8545,10.7422,1.8207,1.7509,1.1423,1.1687,13.7916,13.3131,5.1528,4.6124,7.1464,9.011,4.4673,3.879,9.684,11.5286,7.0517,7.6237,6.266,7.1199,3.3528,3.3445,1.3595,1.376,,22.0,60-69y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,32,FL1,6,63,63,F,1.5191,2.3068,0.40132,0.39625,0.97399,0.88935,20.8786,3.2685,2.9293,49.3724,48.8077,18.8412,18.6924,284.4215,289.5558,1.2541,3.515,3.2413,0.51741,0.51445,10.2175,13.4763,1.7789,1.7719,3.9227,3.8304,7.1371,7.645,5.139,5.4329,0.07365,4.551,2.271,2.8765,0.35463,0.40337,4.1239,5.0139,3.5971,3.7606,1.8186,1.4925,9.5148,9.2595,3.0636,3.0106,3.4866,3.725,5.232,4.7483,1.9135,1.7252,1.8267,1.7542,3.8484,3.448,7.4065,7.7366,2.0859,1.9279,6.2791,6.4785,11.1808,10.8291,8.0846,7.1042,2.3641,2.4256,4.8872,5.473,1.8926,1.8702,18.5568,18.1012,4.9111,6.0193,3.6354,3.7465,1.1946,1.4277,2.7194,3.3245,8.2775,7.2792,14.2011,13.3618,2.818,3.6547,4.0324,4.4898,3.2812,3.1812,1.577,1.408,3.9242,4.1715,10.8726,10.017,3.052,3.3911,2.0377,2.1205,1.9944,2.3005,12.1224,12.4431,2.3034,2.4625,2.0512,2.5141,13.5552,12.6387,1.7405,1.8118,1.1388,1.0952,13.451,13.1667,5.6004,5.6885,8.1119,8.6043,3.9845,3.7664,9.7753,10.519,8.3,7.5026,8.5438,7.6834,3.4794,3.3844,1.2798,1.7839,,30.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,33,BL,0,63,63,F,1.7016,1.8801,0.34365,0.36127,0.755,0.79298,17.7846,2.6777,2.7309,47.2251,47.8707,14.1082,14.5162,213.2188,206.891,1.3861,2.9139,2.9775,0.44145,0.39909,13.0689,14.9227,1.5049,1.5513,2.9851,3.3269,6.4665,6.6555,4.6607,4.8877,0.07678,4.3138,2.0463,2.6222,0.34776,0.37354,4.1466,4.7178,4.0374,4.0577,1.8409,1.6665,8.8971,8.1155,2.5383,2.4315,4.0143,3.6323,3.5822,3.1617,1.5192,1.485,1.9982,1.9224,3.5305,3.2451,6.7617,6.7072,2.1785,2.0406,5.8472,5.6658,10.1011,10.2714,6.4011,5.4669,2.2463,2.3544,4.2838,4.4298,1.8653,1.825,16.1406,15.3283,5.0812,5.7141,3.854,3.8787,0.87342,1.1814,2.3686,2.4756,8.9934,7.1431,12.4217,11.453,2.4907,2.5224,3.3293,3.6264,3.5849,3.3267,1.4701,1.4118,3.9306,4.224,9.8153,9.4709,2.7282,2.9658,2.3943,2.3329,2.0408,2.008,10.0747,10.3747,2.1004,2.4615,1.9927,1.9493,12.1733,12.1998,1.5956,1.9069,1.1181,1.1489,12.3433,12.2218,5.4414,5.3632,7.1656,7.854,3.3701,2.814,9.4402,9.1445,6.3466,6.3098,7.4567,6.2784,3.2215,3.7842,1.385,1.5102,,29.0,60-69y,,,,,MCI,,Other,,MCI,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,33,FL1,2,63,63,F,1.7016,1.8055,0.34365,0.34417,0.79656,0.76239,19.5657,2.6329,2.5642,49.7075,50.411,16.3949,16.3434,213.239,203.7548,1.4226,3.1135,2.8797,0.55127,0.65681,13.7106,15.693,1.4871,1.567,3.4955,3.6017,6.1423,6.6092,4.5013,4.6521,0.07879,4.8838,2.6122,2.8787,0.33893,0.35595,3.9597,4.3224,3.5284,3.7658,1.5737,1.3397,10.0486,8.3938,2.9883,2.8776,4.1002,4.0155,4.0791,4.3683,1.5457,1.53,1.6922,1.7867,3.3473,3.3071,7.1123,6.9626,1.7493,1.8207,6.0687,6.031,10.6808,10.751,7.5401,7.1467,2.062,2.3733,4.6062,4.626,1.4812,1.6862,17.2089,18.0381,4.4501,5.7645,3.2182,3.3068,0.90211,1.0543,2.486,2.3249,6.8009,5.9052,13.7507,12.9016,3.2711,3.1802,3.9979,4.4898,2.7727,2.9791,1.2794,1.6324,3.4772,4.066,8.9542,9.6546,2.7849,2.9231,2.2668,2.1061,2.161,2.4094,10.3066,11.8226,2.1348,2.5164,1.9542,2.2474,12.5547,12.271,1.8503,2.0925,1.1865,1.1464,12.6543,11.6763,6.0736,5.9421,8.2656,9.2047,4.2164,3.6198,9.0243,9.0897,6.8175,7.3101,7.0754,6.9268,2.6007,3.639,1.3845,1.638,,25.0,60-69y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,33,FL2,7,63,63,F,1.7016,1.6037,0.34508,0.35654,0.64699,0.6525,19.5657,2.6894,2.1533,48.6965,47.8809,15.6718,15.6548,209.6607,198.8349,1.6254,2.6384,2.654,1.277,0.85539,16.8999,14.3974,1.5907,1.5154,2.9734,3.0408,5.5724,6.3151,4.3976,4.5994,0.07252,5.4473,2.2979,2.8142,0.35155,0.33917,4.1125,4.3576,3.2609,3.8048,1.6128,1.2537,9.1914,9.7234,2.4683,2.3553,3.8943,4.4165,3.8567,3.3427,1.2982,1.3281,1.8713,1.841,3.443,3.3108,6.9342,6.7579,1.7976,1.8242,5.688,5.3327,11.0775,9.5404,6.9996,6.3769,1.9966,2.067,4.4169,4.5033,1.406,1.5183,16.1624,16.7384,3.9228,5.5329,3.3972,3.3636,1.1405,1.2119,2.6776,2.6288,6.7768,6.5859,13.43,12.4403,2.3112,2.5508,3.5847,3.5685,2.6471,2.9683,1.4296,1.4422,3.7653,4.0047,9.1945,10.9225,2.8073,2.898,2.199,2.4505,2.1988,2.4738,11.0103,12.0485,1.8586,2.1719,1.9774,2.2385,11.0384,11.6814,1.9087,2.1021,0.99556,1.0193,12.6543,13.483,5.184,4.608,8.1332,9.4317,3.4558,2.8296,9.7767,10.3875,6.8112,6.9033,6.8277,6.6647,3.2086,3.5457,1.4169,1.381,,25.0,60-69y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,33,FL3,11,63,63,F,1.7427,1.8381,0.41218,0.46676,0.89412,0.95116,17.0807,2.8799,2.8569,48.291,49.1019,14.5272,14.8643,251.9128,247.3031,1.4817,3.7933,3.4613,0.76747,0.83932,16.1951,17.7235,1.7801,1.7879,3.9642,4.1041,7.7925,8.3188,4.5171,4.7141,0.08029,4.7538,2.2414,2.782,0.46722,0.50087,4.1324,5.2181,4.0304,4.406,1.9376,1.9169,11.7556,11.3323,4.1066,3.6542,4.2634,4.7084,5.1616,4.3323,1.913,1.7971,2.1776,2.0677,4.7077,4.0108,7.5102,7.7366,2.37,2.2114,6.7231,7.8621,12.2189,11.5383,8.059,7.0396,2.4049,2.7365,4.5917,4.7032,2.029,2.1228,23.4151,25.1051,6.0089,6.4813,4.1489,4.5134,1.5388,1.23,4.0337,3.0378,9.1099,8.1976,15.6628,15.1973,3.3699,3.9336,4.4303,4.4299,3.9737,3.8385,1.6844,1.8071,4.49,4.6564,11.4914,11.1584,3.2419,3.6186,2.1743,2.2242,2.3698,2.3546,12.4968,13.1955,2.5524,2.7361,1.8932,2.1393,15.4733,15.3695,1.8934,2.0921,1.3308,1.379,16.0237,16.2906,6.5781,6.08,10.7075,10.4647,4.9162,4.2936,12.5559,11.8495,8.0468,7.8247,8.5756,7.7869,3.6455,4.0873,1.4827,1.7277,,25.0,60-69y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,34,FL3,2,63,63,M,0.84179,1.6145,0.35485,0.38861,0.81057,0.83207,16.1386,2.8389,2.5079,44.3657,43.8058,12.3822,12.711,183.164,180.6172,0.85575,3.1208,2.8448,0.44707,0.36505,4.3307,6.8798,1.3605,1.3106,3.3107,3.3873,6.0902,6.0523,4.0164,4.1762,0.06888,3.6723,1.8995,2.1089,0.34124,0.34588,3.6412,4.0426,3.84,3.708,1.7272,1.5756,8.2922,8.2665,2.1927,2.2969,3.4439,3.6835,3.7092,2.9575,1.466,1.5029,1.8392,1.8045,3.4529,3.0385,6.7427,6.6506,1.9519,1.9121,6.4204,5.3497,10.2643,10.8075,6.3538,6.1424,2.2476,2.4936,4.2238,3.8306,1.6885,1.5313,16.2943,17.23,4.7997,5.0941,3.4504,3.5057,0.95179,0.91153,2.1051,2.2308,7.3388,5.5905,12.931,13.2739,2.5652,2.7864,3.5763,3.5683,3.53,3.4705,1.4201,1.5383,3.8792,4.516,10.0101,11.594,2.7692,2.9354,2.1219,1.9634,1.9047,2.2326,7.8324,9.5154,2.3959,2.6346,1.865,2.0997,11.2387,11.7583,1.823,1.8033,1.0432,1.0716,12.3433,12.3411,4.5608,4.7226,6.8385,8.9246,3.5579,2.8539,8.6424,10.1926,6.212,6.4992,7.1975,6.3085,3.4362,3.7394,1.3778,1.4355,,26.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,34,FL1,0,63,63,M,1.9176,1.8741,0.37982,0.41575,0.74336,0.66297,19.3173,3.0452,2.8676,48.6004,48.3435,15.7454,16.1223,231.234,218.6799,1.6454,2.93,2.7935,0.90852,0.87113,15.3522,25.111,1.6406,1.6675,3.7198,3.7001,7.2876,7.3533,4.7321,4.9244,0.08702,5.1619,2.1832,2.8821,0.35503,0.37781,4.5993,4.6941,3.7839,4.2189,1.8425,1.4939,10.414,9.5276,3.8376,4.0107,4.4022,4.3733,5.7872,5.2487,1.4331,1.4181,2.0197,2.0063,3.6668,3.3603,7.4038,7.6027,2.1543,2.0042,6.9756,7.3491,10.9034,11.4267,8.059,7.1441,2.3294,2.3498,5.0009,4.5013,1.7941,1.7659,17.2759,17.575,4.9397,6.8039,3.9778,3.9073,0.95657,1.0421,2.5409,2.2434,8.0209,7.2627,14.0717,13.0691,3.6969,4.1271,4.2927,3.9757,2.8235,3.2129,1.6808,1.5504,4.0044,3.962,10.6337,10.9686,2.6706,2.8595,2.3488,2.3986,2.826,2.6709,9.3621,10.1888,2.4519,2.6115,2.3609,2.3094,11.6764,11.6061,1.9137,2.4502,1.1482,1.2379,15.6048,15.0046,5.3208,4.9639,7.9453,9.0978,4.5952,3.6511,10.9764,11.59,7.5752,7.2648,7.8397,7.4728,3.9895,4.0213,1.741,1.7415,,23.0,60-69y,,,,,MCI,,Other,,MCI,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,34,BL,0,63,63,M,1.7427,1.8381,0.39299,0.43782,0.9583,0.94616,21.1231,3.2466,2.9293,50.1687,50.4537,17.5141,18.1067,254.6872,251.408,1.4859,3.5677,3.2935,0.82291,0.57999,11.9006,15.3112,1.5787,1.6101,3.909,3.6271,7.2696,7.645,5.1201,5.26,0.08199,5.3452,2.4622,2.8277,0.40429,0.41953,4.8909,5.7021,4.6922,4.8058,2.1984,1.8397,11.4851,10.561,3.0736,2.7352,4.8629,4.4899,4.5585,3.5239,1.8605,1.6975,2.4661,2.3582,4.8016,4.036,8.3668,8.1502,2.2082,2.3867,6.8045,7.0548,13.1325,13.5068,8.111,7.7168,2.7532,2.7562,5.3636,5.247,2.1684,2.1509,20.8231,20.6388,6.0089,6.5377,4.6542,4.7688,1.0366,1.1405,2.7904,2.8748,10.1498,8.6758,16.2557,15.8882,3.2767,3.8068,4.2342,4.5411,3.5676,3.6265,2.0147,1.798,4.3861,5.0508,10.6949,11.8842,3.182,3.4822,2.771,2.5935,2.3301,2.4889,10.4138,11.0923,2.502,2.8525,2.6326,2.7526,12.3388,13.1306,2.0029,2.0854,1.5078,1.5581,16.3539,14.6418,5.5948,5.6492,8.9082,9.5109,4.3263,3.4209,11.2573,10.7372,7.1236,8.7619,8.9099,8.5194,4.2315,4.2512,1.7,1.7581,,30.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,34,FL4,3,63,63,M,1.0539,1.2781,0.40807,0.43187,0.93717,0.862,12.5951,2.8717,2.9504,22.5067,18.1896,10.3602,10.4877,234.1269,232.7609,1.2559,3.3797,3.189,0.35824,0.46899,14.272,17.4128,1.7519,1.8023,3.4765,3.5921,6.9093,7.0601,4.4591,4.7031,0.07949,4.061,1.7855,0.01307,0.37164,0.37195,4.2948,4.543,4.166,4.2311,1.6695,1.4732,8.727,8.8037,2.6469,2.5129,3.5002,3.308,4.5726,4.0687,1.6748,1.6574,2.0246,1.9795,3.4547,3.1156,6.4639,6.4863,1.9012,2.012,6.0584,5.5437,10.3798,9.242,6.9363,6.6783,2.1988,2.2228,4.6942,4.7063,1.6189,1.694,17.934,16.8229,5.2137,5.5906,3.7853,4.0888,0.9992,1.3214,2.4901,2.6061,7.6361,6.5001,13.4647,12.4403,2.5253,2.7195,3.9429,3.8423,3.4362,3.2415,1.5709,1.4832,3.7291,3.9752,10.4,11.349,2.7144,2.832,2.3548,2.2321,1.9541,2.1338,9.0724,10.3112,2.4268,2.4377,2.0367,2.295,10.6811,10.7284,1.7988,1.8025,1.1423,1.1712,13.2802,13.2358,5.3901,5.5141,7.9005,7.5996,3.9277,3.3885,10.7106,10.5715,7.0859,7.3087,7.3906,6.4441,3.9623,4.1668,1.5205,1.4265,,29.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,34,FL2,1,63,63,M,1.9176,2.1091,0.4137,0.47384,0.91497,0.89123,18.8247,2.9277,3.0375,45.176,45.438,15.3206,15.5578,253.6807,253.4884,2.9477,3.3869,3.1767,0.69059,0.9025,36.3593,37.077,1.7198,1.7534,3.8649,3.8847,7.2046,7.252,4.8194,4.9841,0.08981,4.9582,2.323,2.5881,0.42318,0.4264,4.4918,5.0472,3.8483,4.0315,2.0372,1.8239,10.7095,9.4514,3.5698,3.2663,4.015,4.6146,5.35,4.7596,1.7283,1.6232,2.038,2.0677,3.7273,3.7717,7.4872,7.5937,1.9854,2.187,6.3439,6.2247,11.2508,10.8291,9.3943,8.509,2.5671,2.6036,4.3943,4.7448,1.9134,1.9772,18.2068,19.0342,5.1518,6.6525,4.2446,4.3651,1.3779,1.2987,3.2335,2.9585,8.4822,7.2885,13.8898,12.9054,3.2392,3.8769,4.8417,4.9457,4.0885,3.7346,1.5771,1.5065,6.1239,4.9147,11.7102,11.9548,3.145,3.5232,2.5604,2.2563,2.3964,2.2755,11.1617,13.0189,2.703,2.6048,2.2918,2.4632,13.5707,13.6084,2.0276,1.8219,1.2814,1.4349,16.0842,15.5816,6.3984,6.056,9.0707,8.8749,4.5474,3.7044,13.3909,11.403,7.6178,7.0818,8.0704,7.75,3.9717,4.4532,1.5173,1.983,,,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,35,BL,0,64,64,F,1.0614,1.4794,0.338,0.38516,0.8218,0.76205,13.8913,2.5342,2.5326,35.6957,37.8398,13.6038,13.793,209.8405,204.3795,1.0778,3.0354,2.7564,0.48196,0.46211,7.8491,10.1129,1.2456,1.2439,3.7678,3.6648,5.7788,6.0392,3.6997,3.9038,0.06699,3.856,2.0653,2.2432,0.3558,0.34884,3.7247,4.2505,3.8936,3.8088,1.5732,1.4123,9.4821,8.2294,2.8537,2.7953,3.4373,3.5066,3.6404,4.021,1.6478,1.4671,1.9524,1.9219,3.1855,3.6121,6.4928,6.515,1.9155,1.8953,5.1369,4.9659,8.4138,8.9153,7.8314,6.8462,2.0704,2.0882,3.9332,4.16,1.6411,1.6816,17.5442,16.473,4.3477,5.5991,3.579,3.6686,1.25,1.2308,2.663,2.7659,7.2337,6.3289,10.0935,10.794,2.4357,2.8563,3.9425,3.8006,3.5688,3.463,1.4511,1.3652,3.1766,3.5086,9.3341,8.9741,2.8982,2.9733,2.1409,2.0798,1.6549,2.0229,9.0917,10.7265,1.9772,2.0966,2.1575,2.1287,10.8056,11.5033,1.6217,1.8446,1.0645,1.2068,13.6325,12.9407,4.8385,5.1331,7.887,7.9444,3.4604,2.6359,9.4686,11.3991,5.4535,5.6191,6.5955,6.3317,3.4306,3.8118,1.4521,1.3732,,,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,35,FL1,9,64,64,F,1.2305,1.4415,0.34508,0.36871,0.89225,0.9011,18.9336,2.4491,2.3982,45.473,45.4929,15.7042,15.9507,231.9271,225.7956,1.0767,3.3412,3.129,0.61565,0.66511,11.8547,14.0786,1.4988,1.4831,3.3229,3.4476,6.6726,7.0209,4.5223,4.6688,0.07985,4.5887,2.1986,2.3744,0.32816,0.35922,3.4262,3.9538,3.919,4.1044,1.8686,1.598,9.8865,8.3953,2.977,3.0648,3.1699,3.9082,4.6859,4.3597,1.7919,1.7002,1.6005,1.7612,3.5586,3.252,8.2067,7.7014,2.1543,2.0571,6.2916,6.5311,12.0698,10.5925,7.6887,6.8327,2.4026,2.4938,4.5201,4.626,1.7892,1.675,16.9019,17.2614,4.6329,5.9481,3.8992,3.8902,1.1334,1.1678,2.7527,2.5166,7.6551,6.1917,14.5547,11.7806,2.8065,3.788,4.1829,3.9337,3.1677,3.1734,1.4492,1.559,3.8029,4.1629,10.0636,9.5413,3.1078,3.1477,2.0154,2.1058,1.9454,1.9119,10.5416,10.8325,2.4884,2.6582,1.9957,2.3359,10.0057,11.0202,1.6307,1.6304,1.1062,1.0952,13.1822,13.451,5.5704,5.2538,6.9975,8.3573,4.4519,3.7429,9.4148,10.0274,6.8655,6.0979,8.2366,7.7009,3.0562,3.7731,1.2798,1.2157,,29.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,36,BL,0,64,64,F,1.3555,1.8403,0.32741,0.37961,0.64242,0.70985,16.4367,2.6088,2.4605,42.3023,40.9443,13.2022,13.5134,195.6757,197.0866,1.2754,2.4729,2.5595,0.76116,0.91831,21.4528,24.447,1.4477,1.4044,3.2456,3.7764,6.0473,6.423,4.1197,4.4346,0.06403,4.1318,2.0225,2.6111,0.31937,0.33121,3.4262,4.3084,3.349,3.4818,1.6854,1.4915,9.7765,8.2846,2.6385,2.4315,3.5194,3.5452,3.6079,2.9575,1.3501,1.4257,1.6705,1.7166,3.5773,3.2291,6.2382,6.2742,1.9915,2.1343,5.1878,5.0071,10.0786,9.5955,6.4011,5.6364,2.165,2.1242,4.6803,4.4832,1.7515,1.678,16.898,17.3382,4.2694,5.159,3.8406,3.9596,1.0611,0.95079,2.3302,2.3324,7.1579,6.3289,11.2172,12.1057,1.9907,2.6691,3.3985,3.5657,2.878,3.1947,1.4724,1.2418,3.6173,3.9301,8.7866,8.5726,2.4115,2.4612,2.0113,1.9934,2.265,2.0978,8.8208,9.6952,2.0726,2.0846,1.7814,1.8273,10.6188,11.1387,2.0179,1.6764,1.249,1.2506,10.1465,12.6877,4.7292,4.6129,6.4613,7.561,3.241,2.6071,9.6445,8.188,6.3171,6.8627,6.6229,6.306,3.1653,3.535,1.3253,1.2516,,26.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,36,FL1,11,64,64,F,1.3555,2.2589,0.39757,0.41591,0.83627,0.8502,15.5901,3.2654,3.0305,27.9343,26.922,11.3847,12.2296,182.6154,175.5307,1.6407,3.268,3.1144,1.0228,1.7229,24.6727,31.6678,1.3905,1.3888,3.3584,3.4984,6.1974,6.4419,3.9635,4.2019,0.0592,4.4285,2.0653,2.0377,0.35331,0.36107,3.525,4.0625,3.8771,3.9716,1.4162,1.2674,8.3732,7.7611,3.5365,3.3726,3.56,3.949,4.6025,4.7757,1.5823,1.6513,1.7721,1.8184,3.2779,3.0987,6.6275,7.1118,1.7615,1.8049,6.2446,5.5182,10.4005,10.3088,7.9421,6.8163,1.9313,1.9361,4.1951,4.3599,1.5732,1.4705,17.5442,16.4845,4.978,5.5142,3.1249,3.3962,1.2107,1.0559,2.687,2.5173,7.7453,6.3289,13.8189,12.3447,3.0135,2.9587,3.7771,3.5685,2.8518,2.7807,1.2918,1.097,3.5726,3.9026,10.3976,9.8551,2.8132,2.9473,2.0792,2.1286,1.9658,2.1503,9.6469,11.4362,2.1067,2.1833,1.9834,2.1959,10.9428,10.9786,1.8172,1.8446,1.0845,1.1685,12.3468,13.0649,4.8756,4.6149,6.5489,7.0387,4.7014,3.6985,10.5438,9.8716,6.5968,7.1043,6.9804,6.8696,2.4577,3.2565,1.2488,1.2297,,17.0,60-69y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,37,FL2,9,65,65,M,0.98147,1.759,0.33504,0.38328,0.82722,0.81606,13.6372,2.4491,2.354,40.7918,41.3507,10.0802,8.9953,223.5163,216.5383,1.029,2.9997,2.9587,0.343,0.41529,8.3108,11.6928,1.4165,1.3632,3.5597,3.455,6.1974,6.1372,3.8999,4.1494,0.06742,3.1358,1.988,2.097,0.33985,0.34437,3.6402,3.9625,3.6874,3.7863,1.6426,1.4954,9.7765,9.1829,2.8293,3.0208,3.5675,3.3355,4.3404,4.0278,1.6187,1.671,1.8392,1.7542,3.2442,3.6121,7.8632,6.6344,1.9155,2.1122,6.0584,5.5259,10.8778,10.2375,7.1358,7.1866,2.1651,2.2204,3.9778,4.228,1.5917,1.5876,17.3869,17.9538,4.2627,5.9041,3.6249,3.8401,1.0832,1.1926,2.1203,2.9515,6.6975,6.2394,14.7833,13.0736,2.5652,2.7924,4.0136,3.8738,3.2367,3.4594,1.4407,1.3513,3.8068,4.3145,10.444,10.1569,2.7955,2.9977,2.1191,2.0623,1.963,1.9125,9.3283,10.4723,2.0923,2.1792,1.7206,2.0569,10.4972,11.5839,1.7638,1.533,1.0297,1.1325,13.2237,13.027,4.8122,4.8952,8.062,7.965,3.9745,3.5751,9.887,10.4126,7.3024,7.1457,7.1644,6.2556,3.2606,3.9512,1.3372,1.3227,,30.0,60-69y,,,,,MCI,,Other,,MCI,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,37,FL1,5,65,65,M,0.98147,2.0464,0.38153,0.35894,0.81699,0.76205,14.7604,2.7492,2.2943,43.8019,41.2085,10.9827,12.3842,222.8908,218.0099,1.0466,3.0628,2.9396,0.69172,0.52345,11.5201,13.8937,1.5032,1.5031,3.2753,3.2971,6.2277,6.4197,3.9613,4.2762,0.07934,3.4571,1.9377,2.3748,0.33725,0.38035,4.2948,4.7178,4.0205,4.1261,1.8601,1.4945,9.6822,8.3233,2.8039,3.188,3.9024,4.2844,4.2944,4.0704,1.7166,1.589,1.8952,1.7861,3.617,3.096,6.7859,6.1158,1.8969,1.9966,5.7045,5.3777,10.6336,9.2592,6.9075,6.8839,2.2463,2.268,4.3957,4.3582,1.7652,1.7434,17.2759,16.9412,5.347,5.3321,3.8634,3.6573,1.1529,1.3891,2.663,2.7867,8.7052,6.9939,12.5616,13.1739,2.2418,2.3848,3.7422,3.7199,2.8518,2.889,1.5509,1.4125,3.5234,3.8467,9.6544,9.7498,2.8667,2.9691,2.4224,2.4669,2.0408,2.094,9.2486,11.3341,2.2256,2.3301,2.0732,2.3548,10.3754,11.4284,1.9249,1.8782,1.1423,1.1544,14.18,13.6172,5.5426,5.3156,7.5235,7.703,3.8805,3.0755,8.7703,9.8832,7.2047,7.2427,8.1007,7.7609,3.5694,3.4622,1.5697,1.5672,,22.0,60-69y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,37,FL3,11,65,65,M,1.0188,1.4794,0.39556,0.4675,1.0815,1.1002,20.4108,3.1739,2.9435,50.395,48.5069,17.1776,17.3113,277.1635,281.4037,1.1862,3.9806,3.5424,0.51741,0.47482,11.259,13.6102,1.767,1.8629,3.9813,4.0556,8.4121,8.5038,5.0292,5.2591,0.08351,4.4245,2.3995,3.0709,0.42315,0.42467,4.6799,5.2696,4.925,5.0995,1.9376,1.8866,11.1846,10.2967,3.7472,3.7189,4.2181,4.6612,4.8737,4.7242,2.0892,1.9169,2.2834,2.1815,4.3521,3.8796,8.4096,7.9531,2.4882,2.4793,6.4716,6.7557,13.0247,13.2137,8.4174,7.8711,2.4684,2.7463,4.8022,5.2025,2.1863,2.1228,21.4648,22.2924,5.3576,6.6668,4.4372,4.5409,1.0667,1.0919,2.7471,2.77,9.1315,8.0971,16.2557,15.3056,3.1577,3.4271,4.3781,4.6383,4.4008,3.921,1.8635,1.6954,3.9078,4.5055,11.2044,10.8436,3.637,3.9265,2.6001,2.5927,2.53,3.1023,10.1761,10.9396,2.5524,2.8981,2.3798,2.4552,12.2431,11.9634,2.0861,2.8052,1.359,1.3888,16.1595,16.3306,6.3356,6.4664,8.4112,10.0726,3.8405,3.3642,10.2496,12.0351,7.8592,9.266,9.1009,8.4288,4.0822,4.1858,1.6686,1.7888,,30.0,60-69y,,,,,MCI,,Other,,MCI,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,37,BL,0,65,65,M,0.91329,1.6,0.42259,0.45319,0.94447,0.862,21.2508,2.9277,2.9504,49.3724,50.2409,16.7807,16.2637,251.8469,252.5392,1.0679,3.5816,3.2985,0.49501,0.51393,12.0578,13.6065,1.4966,1.5186,3.9666,3.9109,7.756,7.9311,4.9718,5.3312,0.07369,5.2162,2.6767,2.6687,0.38576,0.39605,4.8909,4.8834,3.8856,3.9932,2.0366,1.7566,11.1169,9.3961,3.233,3.1286,4.3517,4.1255,4.7354,4.3278,1.8042,1.7098,1.8721,1.8507,3.677,3.4071,8.2273,8.1502,2.1145,2.148,6.777,6.3223,12.3164,11.7461,8.5128,8.0794,2.6877,2.6424,4.8699,4.9883,1.9134,1.8339,20.2497,19.4124,5.8192,6.9378,4.1426,4.3458,1.0911,1.168,2.831,2.8748,8.254,7.0881,15.5843,13.8944,3.4225,3.1518,4.5945,4.6394,3.3505,3.5078,1.7635,1.4844,3.9334,4.1715,11.1316,11.3682,3.0666,3.2821,2.1717,2.1583,2.2661,2.6758,10.1761,11.9748,2.6695,2.7524,2.1862,2.3091,13.4558,13.7014,1.8275,1.7895,1.1784,1.2696,15.0981,15.5468,5.58,5.5664,8.3049,9.6666,4.0303,3.2111,10.9949,11.8903,7.9102,8.8837,8.8428,8.1909,3.7822,3.7596,1.6375,1.4363,,30.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,38,FL4,18,66,66,M,1.0879,1.8093,0.32332,0.36515,0.82722,0.80109,15.9099,2.5579,2.3883,43.8192,42.4254,13.3111,14.0108,204.8212,205.4184,0.98803,3.251,3.0119,0.69172,0.75845,15.0453,18.3588,1.4337,1.4625,3.1653,3.3637,5.7788,6.0675,4.0793,4.2939,0.07082,4.3788,1.9541,2.4741,0.32441,0.35922,3.2997,3.8435,3.5431,3.8433,1.4349,1.3045,8.2133,7.4818,2.8545,2.5867,3.7405,3.9781,3.7315,3.7213,1.4859,1.4938,1.7125,1.7092,3.2104,3.0175,6.8553,6.6506,1.7754,1.977,5.9253,5.7929,10.2643,10.455,7.662,7.1023,1.8187,1.8717,3.9839,3.9827,1.4172,1.458,14.918,15.7862,4.8392,5.4096,3.113,3.678,0.92238,0.83313,2.0523,2.2657,6.4642,5.5425,12.096,11.453,3.1107,3.1964,3.7771,3.9532,2.755,3.153,1.2818,1.1783,3.3725,3.6227,9.4847,9.1919,3.0705,2.9739,2.1101,2.0623,2.3256,2.4721,8.0006,9.6605,1.8465,2.0224,1.8653,2.1122,9.3404,9.5779,1.6939,2.1903,0.9244,1.0193,12.2432,13.0674,4.4581,4.2257,6.7678,7.7036,4.0843,3.7136,8.2873,8.3738,6.047,6.5145,6.3126,7.1199,2.623,3.3566,1.426,1.5763,,29.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,38,FL3,9,65,65,M,1.0614,1.4405,0.36405,0.40995,0.81057,0.82268,18.3313,2.9817,2.9707,44.0934,43.9793,14.8142,15.0095,245.9835,238.2906,1.22,3.5596,3.2985,0.59421,0.47243,11.3418,10.2416,1.5444,1.6363,3.4573,3.6449,6.8266,6.9732,4.5649,4.6879,0.07949,4.3915,2.2948,2.4388,0.36306,0.35821,4.1037,4.5147,4.2348,4.2786,1.6987,1.4512,10.0514,9.2074,3.0493,2.8827,3.5958,3.7952,4.2102,4.0006,1.5804,1.5448,2.1566,2.0336,3.564,3.3493,6.8047,6.5105,2.08,1.9996,5.7922,6.0722,10.6118,10.4842,7.6388,7.1455,2.1234,2.2633,4.3525,4.4611,1.7549,1.8075,17.3403,18.3061,4.796,6.0522,3.7853,3.6766,1.0214,0.96672,2.3888,2.1904,7.3406,6.8634,13.4647,13.7917,2.5854,3.2549,4.1069,4.4299,3.8623,3.2087,1.4896,1.4648,3.5177,3.9719,9.1677,9.5133,2.8675,3.1765,2.4073,2.269,1.9296,1.9848,9.0742,9.7572,2.3338,2.3013,2.1534,2.2512,10.6811,10.9252,1.7676,1.6056,1.1606,1.1536,13.516,12.771,4.854,5.198,8.4112,7.6319,3.7911,3.5643,10.1847,9.225,7.3246,7.2427,7.3667,7.2536,3.3444,3.4992,1.3417,1.4384,,29.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,38,FL2,7,65,65,M,1.0614,1.5136,0.40807,0.44694,0.89568,0.89788,17.406,2.8422,2.7179,43.341,42.9947,14.4105,15.2271,247.6648,240.7816,1.0958,3.3797,3.1889,0.51198,0.44373,11.3418,10.2416,1.6961,1.6838,3.6811,3.7317,7.042,7.3652,4.5171,4.6688,0.07215,4.9457,2.2808,2.4809,0.3938,0.3918,3.7232,4.2915,3.9907,4.1379,1.954,1.5833,9.5148,8.6071,3.0653,3.1932,3.2401,3.308,4.5377,4.4391,1.7756,1.6232,1.7747,1.7537,4.1558,3.719,6.9456,6.9016,2.2727,2.4275,6.8547,5.6319,10.6336,10.3433,7.9926,6.9976,2.4928,2.5376,4.2896,4.4844,1.8762,1.8702,17.4702,19.0342,5.7823,5.8084,4.2999,4.472,1.0518,1.1447,2.5962,2.7371,7.7122,6.5707,13.5027,12.3503,3.3914,3.9099,4.0595,3.9573,3.1232,3.2415,1.577,1.4683,3.7653,4.1557,9.8438,9.4709,3.1027,3.2123,2.117,1.9962,1.8811,2.2295,8.2134,9.1474,2.3569,2.7957,1.9273,1.9836,12.9067,13.1256,1.7405,1.7153,1.2297,1.3373,13.8721,13.2358,5.4518,5.4435,6.883,7.5452,4.5806,3.8561,8.7703,9.6752,6.5685,6.3187,8.0592,7.7644,3.9895,4.0213,1.2975,1.387,,29.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,38,BL,0,65,65,M,1.0188,1.5845,0.42152,0.46211,0.89568,0.98359,18.6779,3.3844,3.1856,44.6002,44.4746,14.0223,14.6249,233.3043,236.364,1.2408,3.4125,3.3539,0.40967,0.32914,10.462,9.8195,1.7202,1.7194,3.9218,3.7795,7.631,8.049,4.8413,5.1317,0.04755,4.1392,1.9941,2.3025,0.41518,0.4362,4.3094,5.1149,4.4752,4.8409,1.9333,1.7987,12.1452,11.3323,2.9026,3.054,4.5053,4.4052,4.2944,4.7369,1.7793,1.7618,2.1933,2.192,4.3521,3.8796,7.7486,7.6505,2.4681,2.3336,7.0424,6.7989,11.5592,12.0056,7.462,7.775,2.6412,2.7017,4.4718,4.7032,2.2693,1.9821,21.3627,20.2197,5.677,6.6145,4.3885,4.5409,1.135,1.2654,2.822,2.8748,8.4573,7.2885,14.3478,14.4012,3.2424,3.895,4.3265,4.5039,3.6102,3.5426,1.8723,1.8326,4.4736,4.8835,10.997,12.0571,2.9363,3.1678,2.3431,2.278,2.9821,2.7369,12.0336,11.7424,2.6656,2.8106,1.9649,2.1608,12.5464,13.512,2.3606,2.3352,1.3131,1.3644,15.1682,16.593,5.6201,5.6885,9.3803,10.4137,4.4738,4.2325,11.2587,11.3832,7.9944,7.8241,8.8386,8.4288,4.1855,4.4704,1.3845,1.5798,,25.0,60-69y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,38,FL1,4,65,65,M,1.0614,2.0142,0.42838,0.46487,0.97755,0.99325,20.7412,3.2269,3.1873,54.1172,51.1016,16.8646,17.0034,238.5124,235.0903,0.98689,3.73,3.7705,0.49432,0.51393,11.3638,17.1136,1.7132,1.7342,3.8073,3.9279,8.4121,8.3647,4.949,5.103,0.08763,5.1803,2.4314,2.8277,0.41989,0.39329,4.4445,5.0058,4.3715,4.5444,2.1057,1.8698,10.7409,10.6139,3.9552,3.877,3.9169,4.1647,5.1616,5.3907,1.9183,1.8532,1.9307,2.3372,3.7273,3.7524,8.1061,7.7808,2.2496,2.031,7.7388,7.0699,13.085,12.6202,9.7277,8.1808,2.5657,2.8515,5.2704,5.76,2.0804,2.0161,19.4148,19.4226,5.9963,6.283,4.1489,4.2163,1.2839,1.1651,2.8146,2.8053,8.7683,7.5771,15.3481,16.1575,3.4887,3.8068,4.8411,4.9054,3.8269,3.6131,1.7302,1.597,4.6767,5.319,12.1176,12.5599,3.1361,3.4016,2.5382,2.6056,2.3964,2.2755,13.1736,13.663,2.7044,2.8759,2.0654,2.5826,13.9001,13.9171,2.0604,1.8219,1.3666,1.4442,15.8485,16.3673,5.5959,6.0978,9.3329,10.4137,4.7164,4.1028,12.1298,11.8495,7.9287,7.8247,9.5512,10.4928,3.5686,4.3187,1.4135,1.7839,,30.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,39,BL,0,65,65,F,1.1076,1.4711,0.31981,0.30065,0.74801,0.73343,15.7677,3.1161,2.7264,41.6767,41.5099,12.1718,12.3273,216.8783,210.1924,1.397,3.1622,2.9145,0.57306,0.47243,18.0767,16.4151,1.327,1.4598,3.1985,3.2132,6.1978,6.5134,3.8723,4.078,0.07562,3.9657,2.0712,2.3908,0.32953,0.34954,3.9012,4.1727,3.344,3.8945,1.6128,1.2537,10.0281,8.7428,3.3108,3.4506,3.8351,3.9018,5.1283,5.2214,1.4345,1.3838,1.7233,1.946,3.5829,3.096,6.6202,6.3769,1.804,1.7798,5.9213,5.4972,10.6744,10.182,7.143,6.8839,2.0886,2.1157,4.3325,4.5037,1.6284,1.7359,14.7771,16.1093,5.1447,5.4697,3.4649,3.3438,0.97444,0.96225,2.2389,2.1671,6.9634,5.8557,13.2245,13.2512,2.9346,2.9748,3.6761,3.7021,2.8152,3.3633,1.3953,1.3155,3.4763,4.0438,11.9276,11.4852,2.6563,2.9202,2.0682,2.1748,2.0884,2.3381,9.091,11.3341,2.0783,2.2928,1.7206,2.1411,11.2387,10.7297,1.9052,2.1538,1.1433,1.1368,12.5704,11.7939,4.5608,4.1708,7.0375,7.9466,4.6134,3.6107,10.754,11.1606,7.2331,6.3516,6.8173,6.5138,3.0893,3.558,1.3372,1.5315,,22.0,60-69y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,39,FL2,7,65,65,F,1.2305,1.6554,0.32915,0.39746,0.8032,0.7718,15.8051,2.7039,2.9263,43.2103,41.4904,13.0955,14.4498,205.4396,203.9892,1.0511,3.0205,2.7774,0.39387,0.28087,9.9076,12.8708,1.4047,1.4068,3.9906,3.9605,6.504,6.792,4.0793,4.3655,0.08,4.0092,2.0209,2.4886,0.36763,0.34401,3.5552,4.2382,3.7949,3.8737,1.7341,1.4917,10.396,10.0979,2.8999,2.4821,3.6925,4.0188,4.5978,4.4358,1.6458,1.491,2.0114,1.9849,3.4041,2.9772,7.0278,7.3443,1.9123,1.8953,6.6846,6.3392,10.8308,11.0308,7.2448,6.6905,2.0395,2.2312,4.1402,3.8364,1.5995,1.7134,16.7745,17.9409,5.4975,6.2414,3.5726,3.7893,0.95179,0.86847,2.5734,2.2468,7.3004,6.1415,14.5429,14.5686,2.6346,2.8215,3.9168,3.9903,3.5858,3.1111,1.3911,1.4314,3.4305,3.7284,9.3341,8.9996,2.5377,2.9176,2.0154,2.1089,1.8769,2.2773,9.3051,10.7917,1.9527,2.4391,1.9729,2.1959,11.3061,12.0145,1.823,1.9195,1.1177,1.2411,12.7223,12.3486,4.7624,4.6411,8.1802,8.483,4.1137,3.6745,9.275,9.556,7.3424,6.4642,7.457,6.9864,3.641,3.4506,1.3541,1.3646,,29.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,39,FL1,2,65,65,F,1.1076,1.3598,0.36371,0.40587,0.87013,0.90119,17.5955,2.7863,2.8797,47.735,47.8739,14.2605,15.2252,245.3837,235.9845,1.0792,3.2866,3.0859,0.57188,0.44755,9.6558,9.6637,1.5158,1.5196,3.5165,3.7598,6.4114,6.74,4.6308,4.9063,0.07985,4.5837,2.2981,2.6527,0.37417,0.34714,3.6227,4.2337,4.0128,4.3376,1.7043,1.4936,10.1877,9.301,2.6981,2.4513,3.5289,4.0501,3.9205,3.4888,1.7302,1.8278,1.983,1.9523,3.492,3.2703,7.1333,7.5174,2.0165,2.0947,6.8316,6.5861,11.1866,11.4554,7.7853,7.146,2.2388,2.2746,4.2896,4.2647,1.7892,1.6913,17.1072,17.6304,5.0409,5.6957,3.7609,3.9596,0.89224,0.95416,2.678,2.4824,7.3406,6.721,14.2378,13.1288,3.2217,2.8547,4.3009,4.175,3.1835,3.2136,1.4561,1.4658,3.8402,4.1234,9.2007,9.5475,2.7557,3.108,2.2143,2.1583,1.7577,2.03,9.3051,11.9524,2.4268,2.3577,2.0199,2.2512,10.3723,11.5078,1.5904,1.7077,1.0864,1.1393,12.8768,13.0121,5.0819,5.243,7.2661,8.9568,3.9438,3.4355,10.6959,10.729,7.5386,7.3378,8.145,7.8093,3.2797,3.6927,1.3538,1.493,,29.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,40,BL,0,65,65,F,1.2305,1.3598,0.30452,0.31776,0.53111,0.50656,13.0928,2.5523,2.1486,40.7245,40.055,10.0802,9.5908,160.604,158.4892,1.1402,2.6136,2.3865,0.66316,0.83641,14.4921,14.8694,1.2848,1.2494,2.9175,2.6506,5.5588,5.2142,4.2635,4.4306,0.07026,4.1212,1.8978,2.1798,0.31313,0.32923,3.2474,3.6304,2.9997,3.3041,1.3256,1.327,8.8051,7.3711,3.0625,3.1377,3.4843,3.5536,4.0344,3.8993,0.98201,1.0787,1.6736,1.6037,3.0341,2.8818,6.1182,5.238,1.5262,1.7072,5.6021,2.918,8.7273,7.6084,6.3517,5.8317,1.5963,2.1102,4.7066,5.0431,1.3868,1.3901,16.2826,15.7424,4.4236,4.9286,2.842,3.3619,0.86488,1.1393,1.8683,2.6202,6.2184,5.5221,11.1318,7.3624,2.5412,2.4894,3.3581,3.7054,3.2342,2.4669,1.031,1.1944,3.6173,3.8951,8.3795,9.7919,2.3909,2.5425,2.0205,1.9671,2.1352,2.2148,7.6447,9.1617,1.8589,1.8669,1.9633,1.8074,9.4524,10.5862,1.7054,1.635,0.98978,1.0246,12.8439,13.6217,3.9413,3.7126,6.6221,7.5438,3.4317,2.5859,9.3038,10.605,6.3524,5.4002,5.8082,5.7466,2.9813,3.3439,1.4047,1.3848,,20.0,60-69y,,,,,MCI,,Other,,MCI,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,40,FL4,8,65,65,F,1.4362,1.9231,0.32621,0.35247,0.70166,0.63576,15.3855,2.7236,2.7129,38.8014,39.0627,12.0168,12.3273,183.508,189.0925,1.5677,3.0275,2.8601,0.97991,0.59791,11.9006,12.2702,1.5018,1.4039,3.4545,3.6003,6.6309,6.7055,4.3635,4.609,0.07783,4.4944,2.1196,2.2432,0.35284,0.36185,3.8518,4.2866,4.1806,4.2244,1.6695,1.3986,8.9648,7.3366,3.1718,2.9538,3.6452,3.6307,4.4936,4.1837,1.5275,1.2548,1.9935,1.9355,3.3588,2.9356,6.3448,6.2422,2.0401,2.1474,5.8617,5.6647,10.4233,9.8933,7.262,6.3129,2.1234,2.061,4.1491,4.2817,1.7021,1.7001,16.3461,18.131,5.1387,4.9534,3.8145,3.7771,0.90507,0.98826,2.4632,2.4201,7.1681,6.1634,13.0276,13.0122,2.7084,3.3573,3.9142,3.4132,3.341,3.1531,1.6283,1.425,3.8666,4.2633,10.402,10.4845,2.557,2.6702,2.3783,2.394,1.8787,2.6276,8.5765,11.1184,2.0783,2.1833,2.0236,2.1385,10.9663,10.6935,1.6691,1.9742,1.249,1.2561,14.0331,13.7678,4.7791,4.7331,8.0882,8.6658,3.6634,3.4955,10.3849,9.3483,6.8894,6.3731,7.5884,6.3555,3.1585,3.793,1.3501,1.5247,,26.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,62,FL1,6,67,67,M,2.1132,2.619,0.31295,0.31106,0.67514,0.68034,15.21,2.3546,2.1381,39.5813,41.3138,12.4457,12.9972,216.8783,211.5953,1.8735,2.9616,2.6841,1.285,1.2494,20.0417,23.8012,1.5866,1.5891,2.8896,2.9205,5.9197,6.6249,4.2161,4.3906,0.05839,3.607,2.1305,2.2823,0.30397,0.31632,3.7595,4.2821,3.5228,3.7082,1.5088,1.37,10.2363,8.8204,3.0589,2.7925,3.5283,3.2958,3.897,3.8057,1.2651,1.3351,1.7649,1.7326,3.3608,3.0266,6.1182,5.698,1.756,1.8647,5.6166,5.5081,9.5523,8.5717,6.5178,6.181,1.9707,2.2289,4.0647,4.1749,1.615,1.6313,16.9418,17.4131,6.5173,5.4848,3.3425,3.8057,0.78443,1.0109,2.2044,2.2115,7.2283,6.4791,13.1651,10.8007,2.6285,2.9729,3.3378,3.7827,2.857,3.016,1.2483,1.3582,3.5569,3.9026,9.3981,9.4283,2.4601,2.6325,2.0433,1.996,2.2401,2.1299,8.2134,9.5882,1.8405,2.2325,1.9834,1.9437,10.6894,10.6331,1.7409,1.684,0.99239,0.9414,13.2124,12.8537,4.6608,4.3894,7.384,7.6242,3.69,2.7218,10.2397,10.6964,6.6412,6.8627,6.7954,6.2351,2.8594,3.4508,1.4436,1.354,,25.0,60-69y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,62,FL2,24,69,69,M,2.1921,3.4207,0.35333,0.39382,0.85869,0.87834,16.9978,2.8156,2.5116,41.8076,42.4788,13.6586,13.9885,216.9418,215.3137,1.8762,3.3065,3.1951,1.0738,1.0131,21.2596,21.7721,1.5581,1.5028,3.2747,3.402,6.0941,6.2616,4.4608,4.6501,0.07945,5.4817,2.3083,2.587,0.41673,0.41245,4.8125,5.4008,4.1919,4.5297,2.0347,1.712,9.8315,8.6029,3.1923,3.2706,3.9775,4.2067,4.1389,4.4238,1.638,1.7304,2.0694,2.107,3.97,3.4294,7.1346,7.0831,1.9564,1.951,6.3904,5.8456,10.83,10.7645,7.8192,6.9976,2.5275,2.4569,5.1739,5.5882,1.8043,1.7827,18.7008,20.4507,5.5448,5.3515,4.23,4.0173,1.1424,1.0588,2.6776,2.7089,8.6305,7.5323,13.6382,14.5989,2.5289,3.3048,3.9853,4.2914,3.7704,3.442,1.7189,1.6574,3.8698,4.5049,10.2469,12.2321,2.9145,3.2914,2.4688,2.6283,2.3606,2.4724,9.7635,10.5547,2.6442,2.4864,2.1272,2.4642,11.1964,12.0505,1.9788,2.0854,1.2551,1.2789,15.9285,16.1059,5.8484,5.7856,8.3674,8.4672,3.5453,3.2747,9.6761,10.121,7.5884,7.1608,7.9132,7.4704,4.1771,4.1558,1.404,1.7581,,29.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,62,BL,0,67,67,M,2.1132,2.794,0.38142,0.42992,0.84385,0.87536,21.9754,3.0522,2.8533,51.4541,50.5091,18.656,18.8096,269.1573,265.6812,1.9461,3.4118,3.3754,0.92013,0.83801,22.1314,26.8131,1.8652,1.8286,3.958,3.9769,7.4638,7.7786,5.1523,5.4395,0.08937,5.3326,2.6508,3.0942,0.4116,0.41953,4.413,5.0139,4.927,4.7795,2.1278,1.891,9.7817,8.2205,3.5772,3.5281,4.4146,4.9235,5.149,4.7594,1.6245,1.6786,1.9956,2.1078,4.6571,4.1805,7.8411,7.5475,2.3144,2.2793,8.2003,7.263,12.9681,11.9568,8.9198,8.1669,2.5202,2.6036,4.8022,5.122,2.0711,2.0161,18.5999,19.2424,5.4456,6.1711,4.3326,4.472,1.2076,1.0816,2.5524,2.5482,9.1937,7.9308,16.0082,15.049,3.1402,3.6819,5.0926,4.5567,3.6886,3.0816,1.6389,1.5248,5.0546,5.0967,12.5485,11.9956,3.1953,3.2579,2.5671,2.3877,2.2331,2.2081,9.1766,10.682,2.4879,2.5487,2.4137,2.408,13.703,12.6851,1.9471,1.8977,1.3379,1.4984,16.4195,15.5599,5.871,6.1416,7.4967,7.416,4.0864,3.3599,9.5689,9.4013,8.0677,7.6646,7.7944,7.0857,4.3022,4.4532,1.6241,1.6836,,25.0,60-69y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,62,FL3,36,70,70,M,2.201,2.2014,0.39908,0.42969,1.0214,1.0389,21.1231,3.2034,2.941,54.1172,51.7551,16.7208,17.3212,295.4615,277.4785,1.5952,4.14,3.5424,0.63939,0.52111,13.3926,14.9908,2.0607,1.9055,3.7748,3.8851,7.9898,7.709,5.5358,6.8376,0.08788,5.4387,2.2812,2.9397,0.42072,0.42857,5.0084,5.3908,4.3388,4.5521,2.178,1.8709,11.2043,10.1,3.936,3.616,3.8627,4.0202,6.1535,5.2259,2.4117,2.0771,2.0694,2.0081,4.355,4.1863,8.1061,8.2176,2.4397,2.3453,7.4279,7.8621,13.1236,13.5068,8.7852,8.1993,2.5046,2.7017,5.1288,5.2524,2.0737,2.1414,21.7015,20.5668,5.9957,7.2491,4.4372,4.5659,1.156,1.168,2.8466,2.6437,9.1132,7.2201,15.8443,16.525,3.2782,3.9065,4.8411,5.0482,3.7221,2.9794,1.6771,1.652,4.5817,5.2164,13.1268,13.4261,3.4242,3.3693,2.458,2.2643,1.9329,2.3224,10.1234,12.6483,2.7907,3.2494,2.1454,2.5141,14.0228,14.3597,1.6779,1.8922,1.3669,1.4984,14.9338,15.9932,5.3621,5.6207,7.9376,8.7975,4.2807,3.4122,10.9431,11.8244,7.9287,7.4672,8.8052,9.0002,3.9358,4.4532,1.5882,1.5427,,30.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,63,FL1,2,67,67,M,2.201,1.9408,0.29313,0.36202,0.79662,0.85586,16.7018,2.3291,2.2576,40.1162,41.8891,12.9291,13.5865,212.6955,213.6637,1.817,3.4557,3.2747,3.4118,2.2794,26.3421,31.4738,1.5006,1.4829,3.1985,3.3637,6.633,6.9259,4.2283,4.4831,0.06579,4.2206,2.0418,2.3656,0.37607,0.39372,4.218,4.8432,4.0353,4.1827,1.8107,1.5468,9.6822,8.7108,3.6045,3.7731,4.0279,4.2973,4.4068,4.0624,1.3929,1.6225,1.8743,1.8734,3.7118,3.3957,6.1642,7.1173,2.3994,2.094,5.9047,6.0503,10.3559,10.134,7.7411,6.9909,2.3611,2.4643,4.2888,4.7792,1.9521,1.92,19.1785,18.56,4.873,5.8415,3.9652,4.0128,1.1486,1.169,2.726,2.6288,8.299,7.3183,13.5857,12.3503,2.4894,3.1119,4.0166,3.8016,3.2259,3.1734,1.5578,1.4956,4.0659,4.4787,10.7798,10.1246,2.6229,3.108,2.4017,2.4487,2.1232,2.4227,9.8283,10.1492,2.4155,2.4218,2.2136,2.3556,12.3611,12.9722,1.7809,1.9593,1.4049,1.4476,15.2759,15.8737,5.3897,5.3501,8.3553,8.4831,3.7227,2.9982,10.1293,10.3233,7.4092,6.7763,7.2049,7.2896,3.5074,4.1227,1.5479,1.6421,,19.0,60-69y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,63,FL3,11,67,67,M,2.324,3.7549,0.3314,0.35524,0.76392,0.69628,15.1792,3.1161,2.8071,44.0019,42.9074,12.0435,12.2351,204.1758,186.1223,2.1398,3.2506,2.8086,1.7499,2.2971,31.5216,24.8942,1.5107,1.4615,3.5583,3.4907,6.2639,6.5673,4.2378,4.3463,0.07515,4.1865,2.0849,2.4787,0.38156,0.38384,4.0312,4.4643,3.8215,4.1694,1.6798,1.4409,9.61,8.1491,3.3529,3.1842,3.9353,3.9788,4.3989,4.1411,1.4298,1.3538,2.0749,1.9804,3.3198,3.3346,6.4508,6.2417,1.8973,1.8733,6.0933,5.8453,10.2323,10.5122,7.7153,7.3653,2.1988,2.2343,4.5939,4.2041,1.5906,1.5507,19.3284,18.4001,4.9289,5.7175,3.7639,3.6814,0.98811,1.1088,2.4536,2.3792,7.0436,6.6186,13.5857,13.1579,2.811,2.8953,4.0742,4.095,3.4493,2.6187,1.4656,1.5771,3.6701,4.313,9.6819,10.1946,2.5475,2.9875,2.2838,2.1434,2.2136,2.3988,9.2469,10.8421,2.421,2.2908,2.0154,2.2574,12.2882,12.271,1.8156,2.002,1.2017,1.2125,14.4863,14.1021,5.0316,5.3437,7.0785,8.4124,4.2413,3.5751,8.7907,9.8233,6.5685,7.4393,7.0417,6.3085,3.5091,3.7462,1.6071,1.7051,,26.0,60-69y,,,,,MCI,,Other,,MCI,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,63,FL2,7,67,67,M,2.324,3.4207,0.38883,0.40797,0.90347,0.82955,20.7649,2.8857,2.6392,46.4131,46.3326,14.9431,15.3178,255.5603,252.8184,1.9387,3.4705,3.1416,0.83194,0.73717,19.8549,24.3171,1.7571,1.7879,3.9512,3.9557,7.9992,8.6603,5.2238,5.4181,0.08937,4.8017,2.1832,2.6349,0.38748,0.37882,4.5569,5.0439,4.0464,4.5632,2.0285,1.6403,10.944,10.4591,3.3893,3.0459,4.0902,4.0826,4.7485,4.5272,1.8805,1.7489,2.1043,2.107,4.0324,3.716,7.7757,8.0385,1.9881,2.1666,8.2003,6.8015,12.5964,12.3279,8.3185,7.7564,2.6087,2.5033,5.0524,5.1775,1.7934,1.8106,19.129,19.4124,6.2659,6.2414,4.0791,4.4401,1.2187,1.1741,2.5524,2.6676,8.2489,7.0902,15.0737,13.9405,2.9397,3.5094,4.3358,4.5838,3.6501,3.324,1.8308,1.6557,4.4756,4.877,11.6043,11.7447,3.1658,3.2579,2.5473,2.6329,2.3931,2.2933,10.9354,12.8486,2.3984,2.6542,2.3015,2.6109,12.1602,13.2127,1.9788,1.9472,1.255,1.296,14.4163,14.4419,5.5549,5.6492,8.5548,10.0076,4.3743,3.7481,13.3909,11.3395,8.4401,8.1252,8.4608,8.3456,4.1771,4.2387,1.5917,1.7641,,29.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,63,BL,0,67,67,M,2.201,2.8467,0.39919,0.41321,0.90347,0.90626,17.7762,3.9094,3.6104,50.477,49.2328,13.2315,13.6731,179.8113,173.4067,2.1285,3.4753,3.3166,1.5234,1.6117,24.6327,31.4738,1.4275,1.5129,3.5275,3.8527,7.2128,7.5892,4.4045,4.5855,0.07643,5.1249,2.245,2.7782,0.39005,0.39072,4.7063,5.1765,4.102,4.5626,2.0518,1.7823,12.3409,10.4668,3.2742,3.1572,4.0791,4.1877,4.7458,4.5748,1.8057,1.7002,2.1354,2.0053,3.9948,3.633,8.3586,7.8013,2.1558,2.0666,7.5239,6.4983,13.4129,14.1385,8.4717,7.8848,2.5661,2.7207,5.342,5.247,1.9134,1.9384,21.1619,19.892,6.3417,6.5278,3.9365,3.9386,1.0477,1.2412,2.7296,2.5701,8.3811,7.27,16.4933,16.2596,2.9033,3.2287,4.0602,4.5181,3.7747,3.4918,1.668,1.8233,4.2871,4.728,11.1316,11.6249,3.0666,3.3833,2.7146,2.7114,2.3616,2.4288,11.6598,12.3416,2.5828,2.6564,2.6326,3.0548,13.3306,15.0108,1.9339,1.9948,1.2988,1.3265,15.3549,17.5194,5.3775,5.684,8.5548,9.2919,3.733,2.9982,11.3561,9.9939,7.1236,7.9968,8.5754,8.7519,4.0125,4.5557,1.5416,1.7839,,29.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,64,FL1,0,67,67,M,2.324,2.619,0.31464,0.35003,0.77548,0.74054,16.7018,2.2687,2.1212,39.7455,41.3138,12.6679,13.7081,212.1663,208.3012,1.7697,3.175,2.9787,1.322,1.1802,20.2083,21.0729,1.4486,1.41,2.7027,2.7183,5.4613,5.9736,4.1197,4.2444,0.06895,3.9495,2.0517,2.353,0.32632,0.34954,3.672,4.1335,3.7177,3.8908,1.5077,1.37,10.0108,7.974,3.1261,3.1377,3.5759,3.7297,4.7744,4.4391,1.5505,1.4933,1.8194,1.7867,3.2079,2.8601,6.6938,6.3596,1.8516,1.7419,6.2356,5.5259,10.0606,10.082,7.662,7.1949,1.9707,2.0765,3.6314,4.146,1.603,1.5201,18.0319,17.3748,4.3545,5.5514,3.3978,3.4975,0.85757,0.94874,2.1498,2.2947,6.8601,6.6575,13.5857,12.9678,2.6611,2.9293,3.7771,3.9033,3.4017,3.2241,1.3481,1.2418,3.3466,3.7696,9.1884,9.1818,2.8873,3.0435,2.1284,2.2649,2.1279,2.5173,9.6822,10.8251,2.1216,2.1021,1.6495,2.0608,11.8801,10.3589,1.9325,1.9261,1.1388,1.1631,12.0086,12.7452,4.9585,5.1859,7.332,8.7445,3.8669,3.2059,8.6881,10.4434,6.787,7.0583,8.1322,7.3823,2.9755,3.3739,1.289,1.5251,,25.0,60-69y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,64,FL2,1,67,67,M,0.63477,1.2525,0.35506,0.39595,0.87013,0.88549,16.0576,2.8103,2.385,40.2222,43.5704,12.6382,13.4068,214.4218,213.0231,0.88663,3.1976,2.7706,0.52741,0.3713,4.3307,5.9407,1.4165,1.3426,3.3505,3.2931,6.0299,6.5764,3.916,4.2351,0.05802,4.5469,2.1777,2.2385,0.36052,0.37558,3.9314,4.4443,4.174,3.9214,1.7569,1.5173,10.2154,9.1174,2.8211,2.5994,3.7412,3.9781,4.2675,3.7098,1.6748,1.5507,1.9472,1.8215,3.4663,3.0385,7.7436,7.6299,1.9463,1.9992,6.628,6.1703,11.5909,11.5205,7.2877,6.865,2.2909,2.3732,4.6062,4.8029,1.6483,1.7134,20.6697,20.5998,5.0702,5.9096,3.7041,3.847,0.89908,1.0709,2.212,2.5861,7.5197,6.5001,14.2378,13.9282,2.6699,3.0222,4.3247,4.03,3.1835,3.2974,1.5267,1.4802,3.6601,3.8112,9.1509,9.2855,2.8314,3.0087,2.2999,2.3915,2.0855,2.1001,9.7231,10.3831,2.3375,2.5155,2.0533,2.3251,10.9804,12.4411,1.7839,1.8025,1.048,1.1418,13.117,13.6614,4.6765,4.6651,7.822,8.6432,3.9771,3.4603,9.5839,9.7743,7.2631,7.3126,7.3208,7.775,3.4643,3.9856,1.4878,1.4731,,30.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,64,BL,0,67,67,M,2.324,2.9245,0.37308,0.40169,0.85597,0.92421,19.4224,2.6583,2.6985,45.4788,46.4712,14.6805,15.6887,218.3786,219.696,1.9461,3.4678,3.1706,0.83194,0.87113,20.9617,24.4308,1.5748,1.5812,3.5115,3.4382,6.0964,6.6066,4.7321,4.8045,0.09549,4.8141,2.4087,2.7387,0.39874,0.38667,4.3085,4.5795,4.2998,4.2489,1.7778,1.6258,10.3104,8.6968,2.8367,2.8047,4.0779,4.3187,4.648,4.2478,1.4602,1.7568,1.9111,1.9185,3.5208,3.0876,6.8605,6.9149,1.9915,2.2165,6.6582,6.3345,11.0511,10.8271,7.8651,7.39,2.3363,2.3745,4.5711,4.9116,1.7046,1.7279,18.2342,18.2664,4.8301,6.4312,3.8145,4.3392,0.90043,0.99913,2.2057,2.2115,7.7004,6.4523,14.0121,12.1207,3.0193,3.0161,4.5195,4.2907,3.8443,3.7636,1.6043,1.4014,4.3285,4.8769,10.5983,10.9108,2.9268,3.1201,2.6472,2.4977,2.2924,2.4531,8.6843,10.0361,2.2252,2.5627,2.2957,2.4728,11.0874,11.3461,1.9259,2.1118,1.1721,1.2343,14.2656,14.9704,5.0335,4.9874,7.1324,9.169,4.2064,3.7136,10.8623,11.0443,7.3975,7.3592,7.4054,7.7587,4.3022,3.9507,1.6713,1.7926,,20.0,60-69y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,64,FL3,2,67,67,M,0.63477,1.6016,0.42851,0.46989,0.81082,0.71904,17.5411,3.2281,2.9434,44.9758,43.6805,14.3962,15.1085,235.8337,237.6217,0.85913,3.5614,3.0874,0.38198,0.33279,4.9304,3.8601,1.7723,1.8143,3.7745,3.7971,7.3168,7.521,4.6039,4.8657,0.08194,4.4594,2.2798,2.4202,0.37164,0.37595,3.7686,4.237,4.1578,4.2191,1.7043,1.5729,10.4836,10.4475,3.4125,3.6314,3.5289,3.6665,4.9485,4.7218,1.6064,1.36,1.8778,1.8297,3.4137,3.4446,7.2356,7.0565,1.8764,1.9945,6.3455,5.9517,11.7478,11.1838,8.4337,7.7043,2.1066,2.3807,4.5022,4.5385,1.6397,1.6073,17.9356,18.5287,5.2515,5.1925,3.4874,3.6918,0.92792,1.0092,2.486,2.4369,7.2827,6.583,14.6369,15.1973,3.3381,4.1036,4.6824,4.7166,3.3505,2.9118,1.4257,1.4613,4.1739,4.4726,11.011,10.8082,2.9139,3.0225,2.2716,2.2211,2.0941,2.3918,10.5483,11.3873,2.2909,2.3548,2.1036,2.3694,12.0262,12.0505,1.9632,2.1074,1.0058,1.0199,16.326,13.9844,5.0504,4.9526,8.8186,10.3903,3.9609,3.287,10.2362,11.138,8.049,7.6602,7.358,6.8548,3.3051,3.8601,1.4543,1.6822,,28.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,64,FL4,3,67,67,M,0.63477,1.2525,0.43242,0.49152,0.73258,0.72415,18.5757,2.9795,3.0593,43.8728,43.5792,14.3121,14.5162,252.5323,251.0024,1.399,2.914,2.5693,0.54312,0.4383,13.1004,15.1691,1.7416,1.7462,3.9642,3.7795,7.4277,7.6227,4.8547,5.2364,0.07254,4.7016,2.2993,2.584,0.3778,0.38373,3.494,4.1665,3.8644,4.3721,2.0067,1.6657,9.5148,7.6134,3.4265,3.6094,3.573,3.6637,4.2814,4.1815,1.4097,1.4728,1.7588,1.8169,4.1558,3.7492,6.3506,6.7281,2.2427,2.2471,5.7922,5.9517,9.3731,10.6215,7.7523,6.7187,2.4443,2.6051,4.574,4.6398,1.8408,1.927,18.8562,18.3019,4.634,5.2847,4.318,4.4564,1.0173,1.0964,2.3793,2.5356,7.7453,6.2442,10.9933,13.3923,2.3021,3.1687,4.1184,3.8106,3.0406,3.1416,1.4006,1.5388,3.6139,3.9295,9.1509,9.0072,2.672,2.9231,2.236,2.1061,2.1497,2.0249,10.4444,11.6057,2.4985,2.652,2.0158,1.9256,13.4823,12.6851,1.8306,1.7221,1.3268,1.3388,12.8557,12.9747,5.4532,5.078,7.4809,7.9897,3.8805,3.1956,10.1591,10.9917,6.5646,6.5064,7.5055,7.2509,3.3767,4.4614,1.3967,1.4045,,27.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,65,FL1,9,68,68,F,0.93909,1.1991,0.3775,0.45212,0.75901,0.72415,18.5757,2.7433,2.7248,44.0934,42.9721,15.0423,14.7444,212.2345,207.636,0.85913,3.2479,2.83,0.41256,0.37085,8.1124,9.3953,1.4184,1.4848,3.548,3.6411,6.6087,7.1669,4.6503,5.0074,0.0791,4.7016,2.2166,2.386,0.41897,0.40369,3.8597,4.4758,3.7836,3.9292,1.909,1.6574,8.8971,8.4172,3.3301,3.1403,4.2217,4.3633,3.9233,4.5504,1.5278,1.4774,1.9782,1.9114,3.6771,3.4071,7.1137,7.1017,2.1663,2.3043,6.4854,6.3159,11.4941,11.318,8.01,7.1949,2.2752,2.4227,4.4352,4.4754,1.7839,1.8187,17.7483,18.5287,4.7603,5.6511,4.0677,4.3252,0.8944,0.78936,2.344,2.4963,7.8167,6.6459,13.8112,13.6718,2.796,3.2542,4.4075,4.2718,3.1857,3.2242,1.4047,1.502,3.8557,4.0705,10.0389,9.5413,2.7598,2.9231,2.151,2.2301,2.56,2.6107,11.0637,11.7131,2.309,2.6967,1.9582,2.2568,12.0586,11.6796,2.0533,2.1929,1.2176,1.3382,14.225,15.3711,5.4783,5.1257,8.3019,9.2047,3.6249,3.2554,10.5532,11.2121,7.655,7.1143,8.1214,7.7768,3.1875,3.4379,1.4087,1.7661,,28.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,65,BL,0,68,68,F,0.63477,1.5445,0.40736,0.44415,0.75901,0.71771,17.5233,2.9065,3.1461,44.8393,44.7677,14.3962,15.1274,209.4883,207.8898,1.0371,2.9507,2.5608,0.39387,0.33279,7.0678,9.9204,1.4574,1.4822,3.4455,3.5655,6.0902,6.2616,4.1289,4.4119,0.06836,4.0109,1.9299,2.399,0.36176,0.37595,3.9314,4.4354,3.5168,3.5419,1.6552,1.488,8.2161,9.3719,2.912,2.8997,3.8895,3.818,4.0174,4.3568,1.5285,1.3036,1.9458,1.9933,3.4031,3.0718,7.1564,7.1098,1.978,2.0461,6.4061,6.2311,11.1006,10.8506,7.2789,7.0679,2.1403,2.3551,5.2099,5.5488,1.6742,1.7134,16.7566,18.5287,4.7811,6.0806,3.6826,3.9559,0.97367,1.0092,2.6087,2.4369,6.8416,6.5407,13.2145,13.4995,2.3724,2.8215,3.9841,4.0772,3.3518,3.2598,1.4922,1.5144,3.77,4.1238,9.588,10.0684,2.5645,2.7096,2.1334,1.9634,2.0672,2.1097,11.2679,12.3052,2.2627,2.1522,1.7444,1.9291,11.5031,12.0331,1.7366,1.6488,1.0058,1.0628,13.2317,14.0778,5.2838,4.6608,6.883,8.9568,3.9162,3.0325,9.4371,9.5487,7.3514,7.1363,7.8998,7.4704,3.6826,3.8071,1.2368,1.3092,,27.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,66,BL,0,68,68,F,0.93909,1.7796,0.33871,0.41026,0.81267,0.79086,15.0725,2.143,2.442,45.4569,45.9694,12.0435,12.804,207.8475,208.4223,0.85296,3.1608,3.0526,0.38198,0.39513,4.2276,7.6682,1.2675,1.2696,3.2018,3.136,5.7828,6.0178,3.8767,4.0842,0.06557,4.5285,2.2165,2.4605,0.33588,0.3502,4.0076,4.1787,3.2948,3.4546,1.6054,1.4948,9.622,9.1829,2.8002,2.7682,3.2035,3.579,4.5008,3.9864,1.6064,1.4671,1.7128,1.6726,3.1411,3.3483,7.8632,7.3465,2.0352,2.0266,6.6976,5.9451,11.5592,11.2543,7.4874,7.109,1.8806,2.2395,5.1835,5.1372,1.6708,1.5917,18.6572,19.1382,5.027,5.873,3.7009,3.8976,1.1499,1.0747,2.946,2.8104,7.1015,6.4951,14.5052,14.4608,2.6699,3.0631,3.9848,4.0192,3.0249,3.4832,1.314,1.2236,3.7856,4.304,8.7178,10.6683,2.8671,3.0323,1.6855,1.7311,1.6514,2.0994,10.8712,12.1633,2.0246,2.2325,1.84,2.1099,13.6885,14.0706,1.6063,1.8587,1.1721,1.2162,13.5233,14.4139,4.7906,4.6801,8.6764,9.7304,3.6327,3.2589,9.4686,11.3991,6.6682,7.7485,7.2523,7.1257,3.2024,3.4214,1.1396,1.4355,,28.0,60-69y,,,,,MCI,,Other,,MCI,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,66,FL1,11,68,68,F,1.0668,1.8813,0.37667,0.42053,0.77349,0.74775,16.6075,2.8302,2.7139,41.4415,41.3507,13.1238,13.553,182.6154,180.5895,0.97752,3.131,2.8797,0.62914,0.41764,8.3533,9.1725,1.4021,1.4245,3.3727,3.2494,6.2917,6.0018,4.1216,4.3251,0.07442,4.4069,1.8955,2.0572,0.36866,0.37297,3.6238,4.0531,4.174,4.2191,1.7272,1.5665,9.655,7.8224,2.7482,2.6576,3.2401,3.7729,4.1411,4.021,1.4466,1.3872,1.9982,1.8123,3.2989,3.0274,7.2795,6.7408,2.0107,2.0545,5.7922,6.0717,10.83,10.4886,7.1455,6.423,2.205,2.3027,4.4437,4.6175,1.7361,1.7607,16.1406,17.148,4.9023,5.5959,3.7152,4.0287,1.1739,1.101,2.5934,2.4851,6.9133,6.1415,13.2712,12.5524,2.2855,2.9334,3.7528,4.0016,3.8079,3.6936,1.5513,1.4934,3.8419,4.0773,9.763,9.7817,2.9597,2.9739,2.3783,2.156,1.7073,2.003,10.4444,11.6036,2.3214,2.5033,2.126,2.2512,11.9271,11.9453,1.5819,1.6495,1.0058,1.0551,13.8315,13.237,4.5919,4.5162,7.5726,7.4442,3.6085,2.9212,9.4464,9.8113,6.1503,6.2275,7.2488,7.7727,3.3464,3.8057,1.3538,1.4211,,27.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,67,FL1,5,68,68,F,1.1521,1.2549,0.3775,0.42053,0.70439,0.73871,16.1426,3.1106,2.8869,39.1359,39.5897,12.6679,12.8817,206.115,204.8485,1.0792,2.8399,2.7815,0.42811,0.40076,7.1264,11.6928,1.4516,1.4856,3.4974,3.605,6.3432,7.0902,4.2425,4.3707,0.07686,4.4069,2.1196,2.2823,0.36306,0.37705,3.6412,4.3216,4.0296,3.9407,1.7233,1.4873,9.467,8.2846,2.8999,2.6903,3.9783,3.767,4.1145,4.0584,1.4787,1.5617,2.0395,1.8744,3.176,3.1008,6.6938,6.7178,1.8698,2.1135,6.2831,6.1344,10.9046,10.1853,7.5364,6.518,2.205,2.3733,4.1951,4.2942,1.665,1.7096,16.6827,17.8216,4.6822,5.8687,3.6668,3.9973,0.91859,0.88686,2.4188,2.346,7.7702,6.1771,13.2849,12.5919,2.1902,3.1491,4.0474,3.809,3.43,3.0311,1.535,1.4969,3.6697,3.8357,9.5387,9.3441,2.5347,2.8056,2.2439,2.1742,1.9619,2.1389,10.3026,10.8325,2.4304,2.4218,2.0861,2.2753,11.574,11.8684,1.6375,1.684,1.0876,1.1458,13.5537,13.2583,5.1681,4.9117,7.3716,7.816,3.6081,3.151,9.4309,9.1142,6.5747,6.0978,7.4883,6.2556,3.3817,3.8279,1.2649,1.3936,,27.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,67,FL3,11,68,68,F,1.3381,1.357,0.38364,0.43307,0.82696,0.84425,15.199,3.1106,2.9517,39.3487,37.8262,11.3847,11.7876,206.115,208.8861,1.6168,3.1369,3.0423,0.68917,0.83932,18.5788,17.7235,1.5157,1.4293,3.3584,3.4931,5.7788,6.17,4.0234,4.2791,0.07385,3.4571,1.9967,2.412,0.40259,0.395,4.0983,5.0062,3.811,3.9407,1.6824,1.4198,9.4246,8.2935,2.6463,2.5467,3.8309,4.2973,4.7451,4.0075,1.676,1.5896,1.8952,1.8734,3.5513,3.177,7.2336,6.7978,1.9793,1.948,6.071,5.8456,11.1808,10.2239,6.664,6.6743,2.1975,2.0384,4.7426,4.9916,1.6304,1.7096,17.3195,17.1496,5.1387,5.3515,3.843,3.7272,0.81059,0.93506,2.1051,2.3054,7.7634,6.5107,14.3263,11.7806,2.7901,3.3539,3.6301,3.809,3.179,2.8302,1.4161,1.2523,4.0842,4.2906,10.8726,10.6018,2.8322,3.2521,2.1552,2.17,2.1442,2.3381,8.8901,9.8186,2.4463,2.1929,2.0475,2.273,11.6113,11.9425,1.7268,2.002,1.2017,1.2128,13.2221,13.2053,5.0162,4.9208,8.0575,9.5454,3.9158,3.0737,9.3569,9.1723,6.7893,6.2011,7.5884,7.1295,3.3669,3.2269,1.3584,1.4851,,17.0,60-69y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,67,BL,0,68,68,F,1.1081,1.4588,0.41178,0.43031,0.90623,0.89213,15.8825,2.8717,2.8993,46.6868,41.5348,14.574,15.1093,234.7223,243.7703,1.0368,3.6718,3.2963,0.41045,0.32748,9.478,11.423,1.6653,1.7385,3.3666,3.3541,6.9086,6.9837,4.2464,4.4351,0.07494,4.6514,2.055,2.6837,0.38613,0.37462,4.4387,5.2078,3.9127,4.0202,1.9654,1.7295,10.7424,10.2165,3.2456,3.342,3.8627,3.9079,4.7458,4.2839,1.6807,1.6574,1.9038,1.7836,3.9295,3.6657,7.5386,7.6012,2.2427,2.4717,6.2753,7.2898,11.6498,11.562,8.1582,7.6911,2.4307,2.559,4.617,4.9895,1.9705,1.9251,19.5017,19.4553,5.6833,6.5377,4.1554,4.367,1.2922,1.2654,2.8511,2.6167,8.6305,6.9939,14.0138,14.6139,3.327,3.6229,4.14,4.2651,3.4149,2.8141,1.4083,1.5343,4.0397,4.6327,10.4226,10.6738,3.1888,3.278,2.2169,2.232,2.2044,2.3988,12.4641,11.7131,2.2067,2.6789,2.138,2.3251,12.5464,13.1373,1.792,1.9505,1.1764,1.2581,14.4163,14.6967,4.9986,5.2937,8.5548,10.0223,4.2942,3.5506,10.6511,10.9341,8.1435,7.8519,7.7616,7.8874,3.4093,3.7731,1.4217,1.5694,,29.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,67,FL2,9,68,68,F,1.1521,1.4711,0.41178,0.44488,0.89961,0.91061,17.5546,2.7612,2.7962,44.6824,43.5553,14.898,15.1504,234.567,226.2861,1.1203,3.6414,3.5674,0.38181,0.40851,11.9217,13.6065,1.6961,1.725,4.0092,3.9839,8.15,8.5207,4.6835,4.9351,0.0721,4.6347,2.2946,2.4551,0.3795,0.38682,4.0148,4.7612,3.9139,3.8022,2.048,1.6751,10.944,10.0979,3.2255,3.342,4.3541,3.6082,4.8364,4.5748,1.7773,1.6546,1.895,1.9062,4.0529,3.6657,7.7486,8.0385,2.0631,2.1645,7.3504,6.8257,11.4524,11.051,7.9314,7.1973,2.6347,2.6404,4.8096,5.1367,1.6226,1.7671,18.5718,18.6825,6.2659,6.283,4.0725,4.3668,1.104,1.2392,2.6238,2.7659,7.7435,7.4088,14.7813,13.678,3.4103,3.5097,4.0661,4.3679,3.5265,3.3582,1.8216,1.4691,4.4753,4.8399,11.2847,11.3682,3.1027,3.3871,2.198,2.3017,2.5655,2.9222,11.5448,14.123,2.4929,2.8076,2.0243,2.1704,12.2162,11.8905,2.0183,2.3236,1.1172,1.2427,14.8198,16.1223,5.5522,5.6205,8.7476,10.0674,4.5361,3.6212,11.7123,13.0103,7.7577,7.5582,8.4456,7.923,3.7315,4.2773,1.404,1.6371,,30.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,68,FL4,18,69,69,F,1.4677,2.0873,0.32552,0.37309,0.72504,0.71617,15.5866,2.5612,2.7309,41.6767,40.8498,13.6541,13.8789,217.6363,212.866,1.6396,2.9139,2.7815,0.65389,0.52513,11.2721,10.6779,1.596,1.5818,3.4324,3.5981,6.423,7.0902,4.0537,4.2827,0.07738,4.0092,1.8396,2.431,0.34941,0.35774,3.7514,3.9625,3.8268,3.8667,1.5121,1.3265,9.0385,8.7436,2.8436,2.7274,3.9593,4.0244,4.388,4.2084,1.407,1.332,2.0596,1.9849,3.2388,3.0791,7.2479,7.1395,1.8451,1.8816,6.2743,6.4085,10.3327,10.0437,7.8232,7.335,2.0761,2.0882,4.5714,4.4478,1.585,1.5371,16.9728,15.7914,5.0661,5.8726,3.4649,3.6247,0.95943,0.93506,2.4247,2.3482,6.6631,5.6651,12.1609,12.3186,2.7509,3.237,4.0199,4.052,3.5997,3.1393,1.4978,1.3523,3.6697,3.9007,9.7114,9.845,2.6071,2.7592,2.2363,2.3743,1.8914,2.0437,9.5254,10.1888,2.1154,2.1298,2.0533,2.2179,12.754,12.2405,1.7509,1.7159,0.97914,1.0006,13.117,13.9897,4.7566,4.8888,7.3513,8.3013,3.916,3.151,10.3461,10.4819,6.3706,6.8049,6.0942,6.6487,3.6145,3.5823,1.3876,1.4197,,30.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,68,FL3,9,68,68,F,1.4677,1.8126,0.33456,0.37092,0.76962,0.77227,15.54,2.6297,2.7309,48.197,47.0212,13.0406,13.7581,178.6,181.3242,1.2465,2.9478,2.7669,0.55737,0.41764,9.5855,11.4231,1.4289,1.4316,3.4679,3.7227,6.1602,6.2609,4.1014,4.3168,0.08828,4.8149,2.3524,2.5628,0.34201,0.35342,3.4882,4.2006,3.349,3.8945,1.6056,1.3958,8.252,8.2641,2.79,2.4942,3.6133,3.6776,3.9814,3.8352,1.4985,1.4514,1.6922,1.8315,3.309,3.1183,7.1123,6.5483,2.013,2.0461,5.5082,4.832,11.3054,10.182,7.1085,6.4685,1.9966,2.067,4.3293,4.245,1.5869,1.6313,16.1322,16.7384,5.1691,5.0941,3.6181,3.6508,0.90069,1.0396,2.3342,2.4124,7.715,6.5881,13.6445,12.4233,2.4467,2.8267,3.6809,3.5443,2.7727,3.1135,1.4943,1.3155,3.753,4.0792,9.3593,9.5844,2.7711,2.7336,2.0246,2.021,1.779,2.1672,9.0977,11.135,2.0825,2.2483,1.9409,1.9736,11.1298,11.2192,1.7637,1.6485,1.2428,1.2506,13.6325,13.5618,5.1412,4.9445,6.6869,8.3044,3.4902,2.71,8.4749,10.1863,6.047,5.83,6.8489,7.3018,3.2797,3.2833,1.4185,1.5013,,27.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,68,FL1,4,68,68,F,1.4677,1.8126,0.35587,0.3887,0.77569,0.77185,15.5862,2.5722,2.3667,44.3657,43.8844,13.0955,13.538,207.292,203.5602,1.2191,3.1302,2.7903,0.58691,0.58428,12.3522,12.4405,1.4317,1.4848,3.5951,3.5565,5.9759,6.7606,4.0316,4.2692,0.07514,4.7614,2.2017,2.5773,0.38664,0.35469,3.4618,4.1942,3.7408,3.6754,1.8041,1.6574,10.0875,9.0189,2.8527,2.7682,3.1711,3.7968,3.9531,3.8832,1.6085,1.5122,1.8194,1.7831,3.6404,3.4007,6.8976,6.7179,1.8166,1.8109,6.4052,5.3269,10.6778,9.5801,7.3752,6.7321,2.4733,2.6616,4.5714,4.4832,1.5505,1.6947,18.3073,18.6762,5.2188,5.5331,3.5876,3.8333,1.149,1.0947,2.4941,2.3793,7.3004,6.6773,13.0443,11.827,2.8103,3.0027,4.0289,3.6946,3.386,3.4143,1.4083,1.798,3.9715,4.1086,9.7306,9.7817,2.8557,3.0435,2.1409,2.1163,1.5787,2.0237,9.7535,11.8537,2.3189,2.4663,1.9582,1.8767,11.793,10.5878,1.5548,1.9722,0.97914,1.0054,14.6636,14.2914,5.0969,5.388,7.8577,8.6249,3.7382,3.2554,9.7912,11.4757,6.3764,6.3079,7.0838,6.7322,3.3918,4.1227,1.385,1.3618,,,60-69y,,,,,MCI,,Other,,MCI,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,68,BL,0,68,68,F,1.427,1.5222,0.38902,0.41848,0.6968,0.69368,16.6075,2.9505,2.7813,44.7901,44.0634,13.6586,13.6537,222.5085,219.3099,1.0014,2.7141,2.6837,0.35763,0.33872,8.3227,9.9239,1.48,1.5027,3.1852,3.368,6.0902,6.4669,4.2851,4.4911,0.06888,4.4952,2.1428,2.4679,0.32629,0.35342,3.3465,3.8512,4.8436,5.0995,1.4813,1.4318,10.0514,8.2258,2.8293,2.8997,3.656,3.5289,4.1878,4.3683,1.4346,1.317,2.0242,1.9711,3.2345,3.3803,6.7407,6.8859,1.9636,1.9845,6.4408,5.9092,11.2782,10.6118,7.6388,7.0396,1.9707,2.2682,4.5803,4.4478,1.4951,1.5494,16.5137,17.0128,5.3586,5.4893,3.4848,3.7574,1.0033,1.2691,2.374,2.7088,6.4771,5.9222,13.6094,13.4861,2.877,3.3386,4.1711,4.1086,3.7043,3.138,1.3389,1.4993,3.4763,4.066,8.8048,9.6885,2.5917,2.7082,2.588,2.5068,1.8017,2.387,9.3223,10.283,1.967,2.4411,2.3015,2.3784,11.6976,11.7764,1.7924,2.1613,1.0058,1.0478,12.7821,13.237,5.0658,5.0962,7.9417,7.9887,3.8853,3.4955,10.3349,10.3009,7.2458,7.2637,6.8173,6.3119,3.2971,3.6428,1.5479,1.5275,,28.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,68,FL2,7,68,68,F,1.4677,2.0873,0.45089,0.48466,0.96734,0.94374,19.4303,3.3837,3.3032,55.275,56.7564,18.9067,18.277,301.2319,293.5499,1.2497,3.6539,3.4198,0.58957,0.47243,8.5334,9.1183,1.828,1.7725,4.5594,4.6599,7.663,7.8543,5.0171,5.4028,0.08487,5.8009,2.6203,3.1022,0.45822,0.46748,5.0449,5.7206,4.3245,4.7315,2.0647,1.8727,12.1998,11.3392,3.6591,3.6169,3.8627,4.6635,5.2557,4.6995,1.9067,1.8225,2.1378,2.1611,4.3098,4.1805,8.7955,8.7704,2.4397,2.4946,7.0212,6.6433,13.0873,13.6809,8.5558,7.8045,2.7614,2.7463,5.1245,5.1103,2.0591,2.1957,20.661,20.5668,5.5348,6.6016,5.6107,4.8288,1.4549,1.1939,3.209,3.2326,9.3424,7.6078,15.9716,16.8572,2.7271,3.1976,4.423,4.1718,3.9394,3.481,1.8216,1.7248,4.248,4.9304,10.2779,11.3059,3.1107,3.3253,2.4661,2.3709,2.2439,2.3061,13.4065,12.296,2.502,2.754,2.272,2.5369,12.5464,13.1281,2.0136,1.8173,1.3886,1.38,16.4028,15.6987,6.8389,5.7798,8.4487,10.4137,4.2425,3.6212,12.6491,11.3395,8.4167,9.1999,10.7681,9.3224,3.9358,4.3612,1.6366,1.8049,,28.0,60-69y,,,,,MCI,,Other,,MCI,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,69,FL1,2,68,68,M,1.4925,1.69,0.30712,0.3308,0.71488,0.62016,14.4902,2.2033,2.2076,39.9292,39.0957,13.5025,13.2666,221.2064,204.5866,1.3807,2.735,2.4759,0.84938,1.0824,12.6277,15.4314,1.3057,1.3074,2.6449,2.6509,5.7971,5.3712,3.8112,4.0564,0.07027,3.9879,1.8396,2.2569,0.30035,0.3211,3.1858,3.5274,3.4566,3.5093,1.4349,1.3116,10.2363,8.5074,3.0433,3.1377,3.6036,3.3813,4.0344,3.7876,1.4214,1.3032,1.7567,1.7199,3.1138,2.7572,6.1725,6.0146,1.7864,1.7789,5.6325,5.1469,10.2109,9.5955,6.987,7.061,1.8898,2.0886,4.0824,4.1273,1.402,1.3479,16.3607,17.6678,5.2988,5.3886,3.2234,3.3491,0.86488,1.0918,1.8416,2.5113,6.2574,5.7841,11.7043,10.9002,2.6258,3.0388,4.0499,3.8738,3.0249,2.7669,1.2826,1.3871,3.1812,3.5086,8.5675,8.6526,2.5458,2.7139,2.06,2.0874,2.1352,2.0582,9.3578,10.9703,2.1836,2.2758,1.7206,2.0047,12.0609,11.7764,1.6339,1.6085,0.96674,1.0129,12.5938,13.4043,3.9938,4.3949,7.7316,8.5838,3.7392,2.9742,9.0243,9.6752,6.1677,6.4235,6.5243,6.2617,2.9747,3.4155,1.2238,1.3844,,21.0,60-69y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,69,BL,0,68,68,M,1.4677,1.6353,0.33456,0.33917,0.83563,0.81498,15.5866,2.6543,2.5483,41.9111,41.053,13.7147,13.5961,191.9809,186.1227,1.5677,3.2615,3.0423,0.79388,0.74077,17.1028,16.5609,1.2967,1.3175,3.7678,3.3777,6.2277,6.0018,4.0316,4.2826,0.08136,4.2476,1.9767,2.3922,0.34237,0.36317,4.0667,4.4607,4.025,4.2223,1.6462,1.3022,10.2123,8.5907,3.58,3.3694,4.011,4.0985,4.371,4.388,1.6681,1.6683,1.8752,1.9733,3.3062,2.9085,6.8021,6.6103,1.7791,1.7798,5.6078,5.0373,10.9298,9.4626,7.5965,6.9309,2.0261,2.1521,4.8213,4.8081,1.614,1.5982,18.2283,17.3826,5.123,5.0145,3.4535,3.5075,0.76103,1.2608,1.8906,2.8575,7.0645,6.5859,14.774,12.9639,2.5712,2.9658,3.7109,3.8561,3.238,3.5456,1.3809,1.4083,3.8666,4.2777,9.588,10.4812,2.9483,3.1042,2.0389,1.996,1.9439,2.4013,9.6499,11.6562,2.2357,2.175,1.8749,2.0026,10.4972,11.21,1.6696,2.0656,1.2437,1.3149,13.6084,14.2142,4.9428,4.9208,6.923,9.1424,3.4917,2.9305,8.8843,9.0894,6.8531,6.9515,7.1959,6.8573,3.3582,3.407,1.3987,1.3646,,25.0,60-69y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,69,FL2,7,68,68,M,1.4925,2.0084,0.41916,0.46989,0.88555,0.93311,20.181,3.4732,3.0724,49.1356,50.5032,17.5141,17.357,254.6872,251.0024,1.2541,3.5467,3.4468,0.48238,0.51484,11.4639,12.7389,1.7338,1.7586,3.8116,3.6544,7.2876,7.6457,5.131,5.4334,0.08763,4.5484,2.271,2.4322,0.42509,0.4242,4.2614,5.5892,4.7343,4.8166,2.1787,1.9521,12.3409,10.4668,3.0736,3.0054,4.5708,4.6042,4.3487,4.5504,1.8746,1.7135,2.518,2.3948,5.8776,4.5553,8.1661,8.1695,2.3828,2.4461,7.0775,6.8361,13.4129,13.7005,8.111,8.0063,2.5795,2.7017,5.0183,5.2206,2.3643,2.1694,23.4151,21.5294,5.92,7.0711,4.4547,4.4773,1.2138,1.2987,2.822,2.7044,9.912,8.6758,16.5941,17.155,2.4932,3.2759,4.3364,4.3414,3.8184,4.5611,1.7599,1.798,4.4756,5.0378,12.8049,12.7487,3.1107,3.6837,2.588,2.5927,2.5551,3.0595,10.5847,13.0556,2.5524,3.1392,2.347,2.5011,12.3701,12.3724,2.0988,2.8636,1.3847,1.3888,16.3566,16.7898,6.6401,6.4053,9.1534,10.535,3.6544,3.5209,11.0173,11.1672,8.4316,8.005,8.9099,8.4177,4.0751,4.3416,1.7003,1.9146,,28.0,60-69y,,,,,CN,,CN,,,,,,,,,,,,,,,,,,,, +longitudinal_dementia_test,70,FL2,4,68,68,F,1.7106,2.1094,0.32552,0.35956,0.79656,0.84055,17.8149,2.4292,2.3693,40.8155,40.919,15.5442,15.9507,221.7553,220.7889,1.4986,3.101,3.5761,0.72004,1.0156,13.7106,19.5313,1.531,1.5799,3.4495,3.471,6.5668,6.6519,4.4392,4.6501,0.07276,4.418,2.0943,2.4701,0.36239,0.3594,3.7514,4.3399,3.5168,3.9608,1.5403,1.37,8.7675,8.843,3.1602,3.1029,3.6154,3.9702,4.3213,4.671,1.4866,1.6001,1.8056,1.8754,3.3218,3.178,6.7114,6.5727,1.78,1.8384,6.2295,5.7929,10.5139,9.8194,7.2669,7.061,2.0749,2.1766,3.9765,4.0432,1.5471,1.5011,14.7771,15.3404,4.8392,6.1279,3.0127,3.5882,1.1405,1.0583,2.2511,2.2739,7.0396,5.8159,12.6923,12.8625,3.0945,2.9551,4.0312,3.9903,3.4017,3.2404,1.5225,1.391,3.8115,4.165,9.588,9.1172,2.516,2.6815,1.9382,2.016,1.9497,2.1503,10.4524,10.3747,2.1786,2.2905,1.8567,2.0972,12.9492,11.781,1.8207,1.9479,1.0228,1.0522,12.1339,11.8028,4.4572,4.7787,8.3553,8.4213,4.5245,3.6195,9.3816,10.3845,6.4709,6.982,6.8489,6.4808,3.5721,3.5194,1.4206,1.5102,,25.0,60-69y,,,,,AD,,AD,,AD,,,,,,,,,,,,,,,,,, diff --git a/tests/test_data/tbi_v_0_1/CDEsMetadata.json b/tests/test_data/tbi_v_0_1/CDEsMetadata.json index b10b90def..0b0e93027 100644 --- a/tests/test_data/tbi_v_0_1/CDEsMetadata.json +++ b/tests/test_data/tbi_v_0_1/CDEsMetadata.json @@ -45,6 +45,10 @@ { "code": "dummy_tbi9", "label": "Dummy TBI_9" + }, + { + "code": "dummy_tbi_test", + "label": "Dummy TBI test" } ], "label": "Dataset", diff --git a/tests/test_data/tbi_v_0_1/dummy_tbi-test.csv b/tests/test_data/tbi_v_0_1/dummy_tbi-test.csv new file mode 100644 index 000000000..3736d0825 --- /dev/null +++ b/tests/test_data/tbi_v_0_1/dummy_tbi-test.csv @@ -0,0 +1,90 @@ +age_value,gender_type,gcs_eye_response_scale,gcs_motor_response_scale,gcs_verbal_response_scale,pupil_reactivity_right_eye_result,pupil_reactivity_left_eye_result,gcs_total_score,cisternal_compression_status,epidural_hematoma_anatomic_status,midline_shift_supratentorial_indicator,marshall_ct_classification_code,hypoxic_episode_indicator,hypotensive_episode_indicator,gose_score,laboratory_procedure_glucose_value,laboratory_procedure_hemoglobin_value,dataset,mortality_core,mortality_gose,subjectcode +17,F,,6,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.834956686677029,0,4 +18,F,,1,,Brisk,Brisk,,,,,,,,8,,,dummy_tbi_test,0.349485013837268,0,6 +19,F,,1,,Brisk,Brisk,,,,,,,,1,,,dummy_tbi_test,0.685964387039936,0,7 +19,F,,6,,Brisk,Brisk,,,,,,,,7,,,dummy_tbi_test,0.991550171404979,0,8 +20,F,,5,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.734387926442251,0,9 +17,F,,Untestable,,Nonreactive,Nonreactive,,,,,,,,3,,,dummy_tbi_test,0.017010589573197,1,3 +8,F,,2,,Brisk,Sluggish,,,,,,,,,,,dummy_tbi_test,0.741482390043395,0,0 +18,F,,Unknown,,Unknown,Unknown,,,,,,,,,,,dummy_tbi_test,0.127059679316544,0,5 +20,F,,6,,Brisk,Brisk,,,,,,,,8,,,dummy_tbi_test,0.558364647197737,0,10 +20,F,,Untestable,,Nonreactive,Nonreactive,,,,,,,,,,,dummy_tbi_test,0.698787299189497,0,11 +20,F,,6,,Brisk,Brisk,,,,,,,,7,,,dummy_tbi_test,0.720089590124833,1,12 +20,F,,6,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.731931416317183,1,13 +21,F,,Untestable,,Brisk,Brisk,,,,,,,,5,,,dummy_tbi_test,0.192237967682335,0,14 +21,F,,4,,Brisk,Brisk,,,,,,,,1,,,dummy_tbi_test,0.992797534023782,1,15 +21,F,,6,,Brisk,Brisk,,,,,,,,8,,,dummy_tbi_test,0.887890931115053,1,16 +21,F,,Untestable,,Nonreactive,Nonreactive,,,,,,,,6,,,dummy_tbi_test,0.522911304528689,0,17 +22,F,,6,,Brisk,Brisk,,,,,,,,8,,,dummy_tbi_test,0.506604467207033,0,18 +23,F,,6,,Brisk,Brisk,,,,,,,,8,,,dummy_tbi_test,0.897454877421282,1,19 +25,F,,Unknown,,Unknown,Unknown,,,,,,,,1,,,dummy_tbi_test,0.991395027767135,1,21 +26,F,,6,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.817235094444314,1,22 +44,F,,1,,Nonreactive,Nonreactive,,,,,,,,1,,,dummy_tbi_test,0.919429335268744,1,23 +44,F,,6,,Brisk,Brisk,,,,,,,,6,,,dummy_tbi_test,0.709685357066938,1,24 +44,F,,6,,Unknown,Unknown,,,,,,,,8,,,dummy_tbi_test,0.173198085268058,0,25 +45,F,,Untestable,,Brisk,Brisk,,,,,,,,6,,,dummy_tbi_test,0.759939120513708,1,26 +47,F,,Untestable,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.134735853949266,0,27 +48,F,,5,,Sluggish,Brisk,,,,,,,,8,,,dummy_tbi_test,0.099367770533108,1,28 +49,F,,6,,Brisk,Brisk,,,,,,,,7,,,dummy_tbi_test,0.926938914320922,0,29 +50,F,,6,,Sluggish,Sluggish,,,,,,,,,,,dummy_tbi_test,0.413499967594636,0,31 +50,F,,Untestable,,Nonreactive,Nonreactive,,,,,,,,1,,,dummy_tbi_test,0.661012971173363,0,32 +50,F,,5,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.116623633574753,0,33 +50,M,,Untestable,,Brisk,Brisk,,,,,,,,3,,,dummy_tbi_test,0.487815509023982,1,34 +50,M,,6,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.807755020952442,1,35 +51,M,,6,,Brisk,Brisk,,,,,,,,8,,,dummy_tbi_test,0.838515054339238,0,36 +52,M,,Untestable,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.286108815555754,0,37 +52,M,,Untestable,,Sluggish,Sluggish,,,,,,,,2,,,dummy_tbi_test,0.905828074615724,1,38 +52,M,,6,,Brisk,Brisk,,,,,,,,8,,,dummy_tbi_test,0.075862529108874,1,39 +53,M,,6,,Nonreactive,Nonreactive,,,,,,,,,,,dummy_tbi_test,0.790447664194238,0,41 +54,M,,5,,Sluggish,Sluggish,,,,,,,,5,,,dummy_tbi_test,0.582962672437532,0,42 +54,M,,3,,Brisk,Brisk,,,,,,,,7,,,dummy_tbi_test,0.832846727729528,1,43 +44,M,,6,,Brisk,Brisk,,,,,,,,5,,,dummy_tbi_test,0.655248283166552,1,44 +44,M,,6,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.887502957924156,0,45 +44,M,,5,,Nonreactive,Nonreactive,,,,,,,,5,,,dummy_tbi_test,0.177210454966854,0,46 +45,M,,6,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.053084448616468,1,47 +47,M,,6,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.57370865300594,1,48 +48,M,,6,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.637757867861648,1,49 +49,M,,6,,Brisk,Brisk,,,,,,,,8,,,dummy_tbi_test,0.366524041491494,0,51 +50,M,,6,,Brisk,Brisk,,,,,,,,8,,,dummy_tbi_test,0.291954348204271,1,52 +50,M,,6,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.020699138998055,0,53 +50,M,,5,,Sluggish,Sluggish,,,,,,,,3,,,dummy_tbi_test,0.004163685811764,0,54 +50,M,,6,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.771390678957416,0,55 +50,M,,6,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.799746424184245,1,56 +61,M,,6,,Brisk,Brisk,,,,,,,,3,,,dummy_tbi_test,0.945951511226444,1,57 +61,M,,6,,Brisk,Brisk,,,,,,,,8,,,dummy_tbi_test,0.26226568211592,0,58 +61,M,,2,,Nonreactive,Nonreactive,,,,,,,,1,,,dummy_tbi_test,0.549840404686024,0,59 +62,M,,6,,Brisk,Brisk,,,,,,,,8,,,dummy_tbi_test,0.1547292692128,0,61 +63,M,,6,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.04593642857233,0,62 +63,M,,1,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.407734915614072,1,63 +63,M,,6,,Brisk,Brisk,,,,,,,,7,,,dummy_tbi_test,0.464998370085846,0,64 +65,M,,6,,Brisk,Brisk,,,,,,,,4,,,dummy_tbi_test,0.546590474630838,0,65 +67,M,,5,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.737589032797166,1,66 +68,M,,6,,Brisk,Brisk,,,,,,,,4,,,dummy_tbi_test,0.571764059073645,1,67 +69,M,,6,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.197285268446021,0,68 +70,M,,6,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.525634174233656,1,69 +73,M,,6,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.098398353293654,0,71 +74,M,,1,,Brisk,Brisk,,,,,,,,5,,,dummy_tbi_test,0.771706789394843,1,72 +74,M,,Unknown,,Unknown,Unknown,,,,,,,,8,,,dummy_tbi_test,0.721945211614028,0,73 +77,M,,6,,Brisk,Brisk,,,,,,,,6,,,dummy_tbi_test,0.869513391905633,1,74 +77,M,,6,,Unknown,Unknown,,,,,,,,,,,dummy_tbi_test,0.435346198501741,1,75 +79,M,,1,,Nonreactive,Nonreactive,,,,,,,,1,,,dummy_tbi_test,0.875592610497753,1,76 +82,M,,Unknown,,Unknown,Unknown,,,,,,,,,,,dummy_tbi_test,0.990391851885846,1,77 +83,M,,6,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.610837670640536,0,78 +9,M,,6,,Unknown,Unknown,,,,,,,,,,,dummy_tbi_test,0.887719443520251,1,79 +18,M,,6,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.920887353497338,1,81 +18,M,,4,,Brisk,Brisk,,,,,,,,8,,,dummy_tbi_test,0.090830357964593,1,82 +18,M,,Unknown,,Unknown,Unknown,,,,,,,,,,,dummy_tbi_test,0.767787328677226,0,83 +19,M,,6,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.782697548509088,0,84 +19,M,,Unknown,,Unknown,Unknown,,,,,,,,1,,,dummy_tbi_test,0.71369968325813,0,85 +20,M,,5,,Unknown,Unknown,,,,,,,,1,,,dummy_tbi_test,0.757197032185386,0,86 +20,M,,6,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.361662150140664,0,87 +21,M,,6,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.07488315300256,1,88 +21,M,,6,,Brisk,Brisk,,,,,,,,7,,,dummy_tbi_test,0.113476878558878,1,89 +21,M,,6,,Brisk,Brisk,,,,,,,,7,,,dummy_tbi_test,0.664235262881583,0,91 +21,M,,6,,Brisk,Brisk,,,,,,,,8,,,dummy_tbi_test,0.539062333667042,1,92 +22,M,,1,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.955028193117982,1,93 +22,M,,6,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.335954666323622,1,94 +22,M,,6,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.507672577548991,1,95 +22,M,,6,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.92237823802924,0,96 +23,M,,6,,Brisk,Brisk,,,,,,,,,,,dummy_tbi_test,0.731838324671624,0,97 +24,M,,6,,Brisk,Brisk,,,,,,,,8,,,dummy_tbi_test,0.507809670002859,0,98