{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002469862,0.0004804239,0.0005367001,0.0003046929,0.0003264979,0.00005852053,0.0001202428,0.000237109,0.0004124325],"category_scores_gemma":[0.0001114764,0.000422494,0.0002049269,0.0005473149,0.0002346633,0.0001785466,0.00005615241,0.0003452222,0.000191413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006619205,"about_ca_system_score_gemma":0.0001527616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005668481,"about_ca_topic_score_gemma":0.0005884551,"domain_scores_codex":[0.9976863,0.0001381467,0.0003872075,0.0006875789,0.0003846308,0.000716153],"domain_scores_gemma":[0.9987362,0.00007187157,0.00009118219,0.0006256363,0.00004500231,0.0004300903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001318445,0.001120282,0.835998,0.000196385,0.0005178651,0.00003796369,0.0003047966,0.000003002507,0.0003958708,0.004458112,0.0001047837,0.1567311],"study_design_scores_gemma":[0.003256004,0.0005066391,0.4001194,0.00004358587,0.0003703056,0.0006455419,0.0002090113,0.00004573085,0.00008057403,0.001018129,0.593293,0.0004120583],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.371113,0.6159972,0.002298401,0.001543262,0.0004835934,0.001931565,0.00006202088,0.0004528564,0.006118095],"genre_scores_gemma":[0.9774613,0.01941195,0.001480752,0.0002162319,0.00002434065,0.00008712314,0.00006675376,0.0001156483,0.001135925],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6063483,"threshold_uncertainty_score":0.9998227,"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."}}