1111import logging
1212from typing import TYPE_CHECKING , NamedTuple
1313
14- from rbc .core .functional import apply_regression , apply_regression_bandpass
1514from rbc .core .common import smooth as apply_smooth
15+ from rbc .core .functional import apply_regression , apply_regression_bandpass
1616from rbc .core .longitudinal .transform import (
1717 compose_transform ,
1818 func_transform ,
@@ -37,7 +37,7 @@ class FunctionalLongOutputs(NamedTuple):
3737 in longitudinal template space, keyed by strategy name.
3838 cleaned_bold: Per-regressor nuisance-regressed + bandpass-filtered
3939 BOLD in longitudinal template space, keyed by strategy name.
40- cleaned_bold_smooth: Per-regressor spatially smoothed nuisance-regressed
40+ cleaned_bold_smooth: Per-regressor spatially smoothed nuisance-regressed
4141 + bandpass-filtered in longitudinal template space, or *None*.
4242 """
4343
@@ -120,7 +120,7 @@ def longitudinal_process(
120120 brain_mask_file = long_mask ,
121121 regressor_file = reg_file ,
122122 ).regressed_bold
123-
123+
124124 # Optionally smooth cleaned BOLD (export-only)
125125 cleaned_bold_smooth : dict [str , Path ] | None = None
126126 if smooth is not None :
@@ -134,7 +134,7 @@ def longitudinal_process(
134134 long_mask ,
135135 fwhm = smooth ,
136136 )
137-
137+
138138 return FunctionalLongOutputs (
139139 bold_to_long_xfm = bold_to_tpl_xfm ,
140140 sbref = long_sbref ,
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