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fix: cast some warnings to danger, minor related fixes
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docs/outputs.rst

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@@ -216,13 +216,14 @@ Confounding variables calculated in *fMRIPrep* are stored separately for each su
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session and run in :abbr:`TSV (tab-separated value)` files - one column for each confound variable.
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Such tabular files may include over 100 columns of potential confound regressors.
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.. warning::
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Do not include all columns of `confounds_regressors.tsv` table
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.. danger::
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Do not include all columns of ``~_desc-confounds_regressors.tsv`` table
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into your design matrix or denoising procedure.
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Filter the table first, to include only the confounds you want to remove from your fMRI signal.
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Filter the table first, to include only the confounds (or components thereof)
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you want to remove from your fMRI signal.
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The choice of confounding variables may depend on the analysis you want to perform,
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and may be not straightforward as no gold standard procedure exists.
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For detailed description of various denoising strategies and their performance,
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For a detailed description of various denoising strategies and their performance,
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see [Parkes2018]_ and [Ciric2017]_.
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Confound regressors description
@@ -272,7 +273,6 @@ frames with sudden and large motion or intensity spikes.
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``1`` value and ``0`` elsewhere (*i.e.*, there is one ``non_steady_state_outlier_XX`` column per
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outlier/volume).
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Detected outliers can be further removed from time series using methods such as:
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volume *censoring* - entirely discarding problematic time points [Power2012]_,
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regressing signal from outlier points in denoising procedure, or
@@ -292,7 +292,7 @@ ICA-AROMA can be enabled with the flag ``--use-aroma``.
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- ``aroma_motion_XX`` - the motion-related components identified by ICA-AROMA.
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.. warning::
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.. danger::
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If you are already using ICA-AROMA cleaned data (``~desc-smoothAROMAnonaggr_bold.nii.gz``),
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do not include ICA-AROMA confounds during your design specification or denoising procedure.
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