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=0.0001, P=.97)
GC (ACE: Cohen d=0.71, P=.002; MMSE: η2=0.189, P=.001)
ME (ACE: Cohen d=0.64, P=.007; AVLT: η2=0.173, P=.001)
PS (DRT-II: η2=0.033, P=.11)
VF (Cohen d=0.73, P=.001)
HEaq
ATT (TMT-A and TMT-B)
GC (ADAS-Cog and KMMSEar)
PS (DSST)
Group×time interaction
ATT—TMT-A: P
GC (ADAS-Cog: P=.11); KMMSE (P=.72)
PS (P=.02)
CT only
EF (EFPT-Kas and FABat)
EF (EFPT-K: η2=0.132, P
CT only
PT only
SA only
ATT (VFT-Category)
GC (ADAS-Cog, CDR-SOBau, and CMMSEav)
ME (list learning delayed recall test)
ATT (VFT-C:
JMIR Aging 2025;8:e70291
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(C) Ten-year sub-timeseries sample set construction: segmenting the 10-year sub-timeseries (one window) according to year-by-year sliding. In the example shown for 2002-2022, there are 12 sliding windows in total. The first 7 years in each sub-timeseries is the training set, the eighth year is the validation set, and the ninth and tenth year are the testing set. In the database used in this study, we analyzed 72 sub-timeseries datasets (12 samples×6 groups) from the overall population and age subgroups.
J Med Internet Res 2025;27:e67156
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Where
mi is the metric value (eg, precision, recall, F1-score) for class, ni is the number of instances in class i, C is the number of classes, and N is the total number of instances in the dataset
We chose Bio Med BERT as the initial pretrained model due to its superior performance compared to other existing models on our gold standard data, publications published prior to 2021 that were identified as GRT, IRGT, and SWGRT papers using search queries.
JMIR Med Inform 2025;13:e63267
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Relevant clinician-administered measures included the Yale-Brown Obsessive Compulsive Scale Modified for BDD (BDD-YBOCS; [26]), Mini International Neuropsychiatric Interview (MINI 7.02; [27]), and the Columbia-Suicide Severity Rating Scale (C-SSRS [28]; refer to [12] for additional measures administered). The BDD-YBOCS is the gold-standard measure of BDD symptom severity and was used to characterize the sample and track symptom severity.
JMIR Ment Health 2025;12:e63605
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Reference 46: Sentencia C-246/17(https://www.corteconstitucional.gov.co/relatoria/2017/c-246-17.htm)
JMIR Hum Factors 2025;12:e66558
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