{"id":"W3012303274","doi":"10.1089/jwh.2019.8199","title":"A Cohort Study of Psychotropic Prescription Drug Use in Pregnancy in British Columbia, Canada from 1997 to 2010","year":2020,"lang":"en","type":"article","venue":"Journal of Women s Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Pregnancy; Medicine; Psychotropic drug; Medical prescription; Antidepressant; Psychiatry; Cohort; Anxiety; Antipsychotic; Cohort study; Retrospective cohort study; Pharmacoepidemiology; Pediatrics; Obstetrics; Drug; Schizophrenia (object-oriented programming); Internal medicine; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006271098,0.0004479877,0.0006334652,0.001646482,0.00362994,0.001267426,0.00146601,0.000652893,0.001696007],"category_scores_gemma":[0.001762649,0.0007371904,0.000474607,0.005448309,0.0005404183,0.000406538,0.0008952867,0.0008943127,0.000400824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01827866,"about_ca_system_score_gemma":0.02702531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9925699,"about_ca_topic_score_gemma":0.9945068,"domain_scores_codex":[0.9989462,0.00007018483,0.00008707082,0.0002286492,0.0003792445,0.0002885759],"domain_scores_gemma":[0.9981052,0.00008730152,0.0003304241,0.00009164508,0.0009453243,0.0004400894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006128395,0.00003261736,0.9951203,0.0000409894,0.00005609789,0.0001802308,0.0005208451,0.00005571513,0.0001716437,0.00004237351,0.001543398,0.0021745],"study_design_scores_gemma":[0.00001027631,0.0000235156,0.9976493,0.00004880387,0.00002752401,0.0001195864,0.0008546506,0.0001755771,0.00004129999,0.00001217679,0.001027515,0.000009809552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773914,0.001356809,0.0002031885,0.000381567,0.00003666357,0.0001726637,0.01822457,0.00001792253,0.002215145],"genre_scores_gemma":[0.9912611,0.001194766,0.0003341942,0.0002644121,0.00001231503,0.0000990231,0.00505442,0.000007721858,0.001772182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01827866,"threshold_uncertainty_score":0.1326216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02180817535341823,"score_gpt":0.2781046341147727,"score_spread":0.2562964587613544,"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."}}