{"id":"W2079866492","doi":"10.1016/j.jad.2015.01.032","title":"Course and outcome following a first episode of mania: Four-year prospective data from the Systematic Treatment Optimization Program (STOP-EM)","year":2015,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"International Society for Bipolar Disorders; AstraZeneca","keywords":"Mania; Prospective cohort study; Cohort; Attrition; Psychiatry; Longitudinal study; Psychology; Pediatrics; Medicine; Internal medicine; Bipolar disorder; Clinical psychology; Mood","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":[0.0004613991,0.0002200888,0.0007000999,0.00007245209,0.00009028568,0.00004361925,0.0001633647,0.00007022906,0.000006950677],"category_scores_gemma":[0.0004011185,0.0001241221,0.0001941747,0.0001880167,0.00007526032,0.0002679186,0.00006411695,0.0001530556,0.000002487282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002227738,"about_ca_system_score_gemma":0.0001155646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005567327,"about_ca_topic_score_gemma":0.002901139,"domain_scores_codex":[0.9985762,0.0001604881,0.0004602397,0.000223528,0.0004102105,0.0001693375],"domain_scores_gemma":[0.9984624,0.000319318,0.0004570996,0.0004273156,0.0001954055,0.0001384044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003766557,0.001887565,0.9867001,0.0004460484,0.002934093,0.00002337117,0.003293671,0.0004650457,0.000003118243,0.00002960707,0.0001127073,0.003728025],"study_design_scores_gemma":[0.02752393,0.01061904,0.9058037,0.003139621,0.01109882,0.0002093859,0.03056207,0.009677295,0.00005489629,0.0007257226,0.0001932395,0.0003922675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518963,0.02941607,0.007908545,0.00250326,0.0005243932,0.006949893,0.0001093356,0.00005505189,0.0006372007],"genre_scores_gemma":[0.9964825,0.0003299733,0.002972144,0.00001912728,0.00005471504,0.00006384089,0.00003004429,0.00002746344,0.00002017143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08089638,"threshold_uncertainty_score":0.5061551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04177242467928267,"score_gpt":0.3223921752534422,"score_spread":0.2806197505741596,"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."}}