{"id":"W4417088680","doi":"10.1016/j.jagp.2025.11.017","title":"Executive Function Among Older Adults With Bipolar Disorder: A GAGE-BD Analysis","year":2025,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Jewish General Hospital","funders":"Canadian Institutes of Health Research; Teva Pharmaceutical Industries; International Society for Bipolar Disorders; National Institutes of Health; Centre for Addiction and Mental Health; Otsuka America Pharmaceutical; University of Pittsburgh","keywords":"Psychological intervention; Executive dysfunction; Function (biology); Executive functions; Cognition; Healthy aging; Executive summary","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002077427,0.0005858439,0.0008312177,0.001650569,0.0004130666,0.0008251636,0.0003298671,0.0004184204,0.001773475],"category_scores_gemma":[0.003218108,0.000297571,0.00224094,0.001495047,0.0002053042,0.000495796,0.0009276581,0.00065057,0.0002948402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004661668,"about_ca_system_score_gemma":0.0003607645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008860704,"about_ca_topic_score_gemma":0.01334268,"domain_scores_codex":[0.9993692,0.000162732,0.0001209391,0.0001522592,0.000114512,0.00008045878],"domain_scores_gemma":[0.9984478,0.0002918792,0.0006688302,0.0002009346,0.0002211799,0.0001693834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007772392,0.00003361825,0.9960277,0.00003893713,0.0008375208,0.00006935187,0.00004627525,0.0001158338,0.00009298945,0.00002847371,0.0004101855,0.001521796],"study_design_scores_gemma":[0.00004625597,0.0001094097,0.9986795,0.0000150812,0.000231073,0.0001170663,0.00008045809,0.0003494328,0.00002008609,0.00004696051,0.0003000345,0.00000470418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945168,0.0007159245,0.0001877151,0.000047903,0.00001258438,0.00003751905,0.004040088,0.000008299078,0.0004331431],"genre_scores_gemma":[0.9933742,0.000175666,0.0001959324,0.00003014173,0.00001676483,0.00004768424,0.005856225,0.000005029642,0.000298279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008860704,"threshold_uncertainty_score":0.01761824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001917010390080186,"score_gpt":0.2202042603528648,"score_spread":0.2182872499627846,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}