{"id":"W2044040907","doi":"10.1016/j.jad.2011.06.060","title":"Prospective predictors of mood episodes in bipolar disorder","year":2011,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Mood; Psychology; Bipolar disorder; Clinical psychology; Personality; Rating scale; Cognition; Borderline personality disorder; Psychiatry; Depression (economics); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007243731,0.0004182768,0.0004185626,0.0006913316,0.001148465,0.001536968,0.0004028044,0.001135971,0.003449873],"category_scores_gemma":[0.003940508,0.0007152532,0.0007827217,0.0009317279,0.0003607489,0.0006878508,0.0006201767,0.00196972,0.0005251409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004309708,"about_ca_system_score_gemma":0.0006006065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00680262,"about_ca_topic_score_gemma":0.01576914,"domain_scores_codex":[0.9994555,0.00019285,0.00007218482,0.00007288222,0.00008715742,0.0001193402],"domain_scores_gemma":[0.9970795,0.0005828539,0.00113815,0.0001606473,0.0002253505,0.0008135545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001842478,0.00006454452,0.9991,0.000002945341,0.0000363704,0.00005107479,0.00002572016,0.00002120219,0.00007695517,0.00001335416,0.00005820837,0.0003654344],"study_design_scores_gemma":[0.000006871594,0.00006509559,0.9995085,0.00000407887,0.00002031294,0.0001111052,0.00008903904,0.0001014603,0.0000169945,0.00002395254,0.00004944217,0.000003111305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977657,0.0006593183,0.00005609509,0.0001525188,0.00004152639,0.000009952712,0.000351202,0.000004352349,0.0009594127],"genre_scores_gemma":[0.9990521,0.0002209455,0.00005172638,0.00003687327,0.00003942268,0.000006330493,0.0003100042,0.000002508239,0.00028012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00680262,"threshold_uncertainty_score":0.01352602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008408864600356556,"score_gpt":0.242676833174064,"score_spread":0.2342679685737074,"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."}}