{"id":"W4406254323","doi":"10.1017/s1092852924002293","title":"The mediational role of cognitive function on occupational outcomes in persons with major depressive and bipolar disorder","year":2024,"lang":"en","type":"article","venue":"CNS Spectrums","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; Brain and Cognition Discovery Foundation; University Health Network","funders":"","keywords":"Digit symbol substitution test; Vortioxetine; Depression (economics); Cognition; Major depressive disorder; Antidepressant; Psychology; Clinical psychology; Bipolar disorder; Rating scale; Young Mania Rating Scale; Psychiatry; Medicine; Mania; Anxiety; Developmental psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004580449,0.00009362535,0.000114981,0.00009235465,0.00007379575,0.00001555159,0.00001966057,0.00003426398,0.00006854028],"category_scores_gemma":[0.00003688985,0.00005167956,0.00003567083,0.0001262452,0.00008582232,0.00005551676,0.00001013769,0.0001175005,0.0000119267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002899152,"about_ca_system_score_gemma":0.00008463455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009804357,"about_ca_topic_score_gemma":0.001014227,"domain_scores_codex":[0.9994192,0.00001823015,0.00009693025,0.000160812,0.0001983679,0.0001064701],"domain_scores_gemma":[0.9995611,0.0002854538,0.00002449709,0.00006906733,0.00002473738,0.00003517918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004318821,0.0001900607,0.9774874,0.00001657555,0.0003205297,0.000004537457,0.0005469444,0.000002517466,0.00006109072,0.008512101,0.00001771898,0.01240861],"study_design_scores_gemma":[0.001348975,0.0004653478,0.9945791,0.00008981193,0.0002009082,0.0000132136,0.0007191597,0.0002515764,0.0002465192,0.0009071077,0.001121306,0.0000570156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672247,0.0284526,0.0001472801,0.002083831,0.00007610014,0.0004036535,0.0001124542,0.00002786807,0.001471511],"genre_scores_gemma":[0.9993786,0.000159972,0.00002176661,0.00004732289,0.00003667379,0.00005269422,0.00007406667,0.00001128612,0.00021767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03215384,"threshold_uncertainty_score":0.2107431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007169080016870341,"score_gpt":0.2531339193974947,"score_spread":0.2459648393806244,"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."}}