{"id":"W2008824867","doi":"10.1034/j.1399-5618.2003.00009.x","title":"Valproate, bipolar disorder and polycystic ovarian syndrome","year":2003,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Internal medicine; Endocrinology; Medicine; Polycystic ovary; Luteinizing hormone; Bipolar disorder; Testosterone (patch); Dehydroepiandrosterone sulfate; Insulin resistance; Insulin; Lithium (medication); Androgen; Hormone","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":[0.0001454478,0.0002312843,0.0001984111,0.0003450252,0.0004621284,0.0003399774,0.00008568516,0.0002750291,0.003981538],"category_scores_gemma":[0.0006883129,0.00007898439,0.0001280532,0.0005727376,0.0001886476,0.0001268529,0.0001772993,0.0003179826,0.0002269572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003553294,"about_ca_system_score_gemma":0.0004782428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006540005,"about_ca_topic_score_gemma":0.01116722,"domain_scores_codex":[0.9999005,0.00002605243,0.00001547512,0.00001334885,0.00002774677,0.00001683018],"domain_scores_gemma":[0.9996992,0.00005342488,0.0001608003,0.000007291539,0.00002650814,0.00005285102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001780956,0.0003128166,0.9278229,0.0005642477,0.0001827491,0.004782217,0.0002028765,0.0001297879,0.0009892925,0.0004458051,0.003702156,0.05908411],"study_design_scores_gemma":[0.0001086931,0.0002906047,0.9861581,0.0001848105,0.0001004697,0.008538963,0.0002092748,0.00009430638,0.00007000306,0.0003418808,0.003897137,0.000005768103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9296953,0.05017101,0.00009507262,0.00178518,0.0001698205,0.00008161259,0.0008460503,0.00002454217,0.01713139],"genre_scores_gemma":[0.9859996,0.01094972,0.0001693364,0.0006730296,0.0001124648,0.00002102857,0.0005032144,0.000002207183,0.001569256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006540005,"threshold_uncertainty_score":0.01331955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008352862319344357,"score_gpt":0.2293960641678765,"score_spread":0.2210432018485322,"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."}}