{"id":"W4310708830","doi":"10.1017/s0033291722003622","title":"A cross-sectional study of cognitive performance in bipolar disorder across the lifespan: the cog-BD project","year":2022,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Dementia Research Alliance; Centre for Addiction and Mental Health; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Stroop effect; Psychology; Cognition; Bipolar disorder; Working memory; Vigilance (psychology); Wechsler Adult Intelligence Scale; Audiology; Effects of sleep deprivation on cognitive performance; Verbal memory; Executive functions; Trail Making Test; Clinical psychology; Psychiatry; Developmental psychology; Cognitive impairment; Medicine; Cognitive psychology","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":[0.0008016228,0.0004056266,0.0003240399,0.000850278,0.0008228277,0.0005288661,0.0002898327,0.000716185,0.001202552],"category_scores_gemma":[0.001109561,0.000340598,0.0003027046,0.0008005271,0.0002045141,0.0004172754,0.0005562673,0.0005072431,0.0005074822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003544852,"about_ca_system_score_gemma":0.0002548808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009076537,"about_ca_topic_score_gemma":0.0134121,"domain_scores_codex":[0.9997416,0.00007327565,0.00003520699,0.00006672389,0.00004264546,0.00004055103],"domain_scores_gemma":[0.9993898,0.00005599004,0.0001982868,0.00007266465,0.0001088903,0.0001744062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002367011,0.0001239378,0.9975497,0.000009517299,0.00004919792,0.00004880519,0.0001796177,0.00002057367,0.0003779267,0.0000121815,0.0002160963,0.001175886],"study_design_scores_gemma":[0.00001193079,0.00008883443,0.9995348,0.000002965022,0.00001395,0.0000677249,0.0001063265,0.0000288585,0.00001999712,0.000008581907,0.0001145148,0.000001486196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988948,0.00007997339,0.00006632107,0.00001856224,0.000004995487,0.00002536197,0.0006745204,0.000003475662,0.0002319567],"genre_scores_gemma":[0.9972511,0.0000925985,0.0002499244,0.00005516026,0.00001126426,0.00006906642,0.001955786,0.000004411825,0.0003106402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009076537,"threshold_uncertainty_score":0.01804739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06397543745613718,"score_gpt":0.4100570869323834,"score_spread":0.3460816494762462,"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."}}