{"id":"W1653978839","doi":"10.1371/journal.pone.0128312","title":"Trends and Determinants of Prescription Drug Use during Pregnancy and Postpartum in British Columbia, 2002–2011: A Population-Based Cohort Study","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child and Family Research Institute; University of British Columbia","funders":"National Institute on Deafness and Other Communication Disorders; Canadian Institutes of Health Research","keywords":"Medical prescription; Medicine; Pregnancy; Odds ratio; Logistic regression; Population; Obstetrics; Odds; Cohort study; Retrospective cohort study; Cohort; Drug; Pharmacoepidemiology; Prescription drug; Demography; Environmental health; Internal medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001773075,0.00007575326,0.0003492534,0.0001238039,0.00003481496,0.00003825324,0.00003419967,0.00005403886,0.00004412601],"category_scores_gemma":[0.0003904377,0.0001067083,0.00001612128,0.0001214862,0.00004045749,0.000237052,0.00002303594,0.00009998136,0.000001083702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004799982,"about_ca_system_score_gemma":0.00005782094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02122773,"about_ca_topic_score_gemma":0.04094968,"domain_scores_codex":[0.9988741,0.00007089265,0.0003197448,0.0002325587,0.0003435167,0.0001591301],"domain_scores_gemma":[0.9993328,0.00003612977,0.0001218255,0.0002092363,0.0000943507,0.0002056582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006092986,0.002367969,0.9943704,0.0003011897,0.0000425412,0.00004693198,0.0005094939,2.851313e-7,0.0003400094,6.792757e-8,0.00005027202,0.001909925],"study_design_scores_gemma":[0.003731073,0.0003415106,0.9898398,0.004981242,0.0002048435,0.00001974339,0.000106819,0.000391415,0.0002843894,0.000005083919,8.294069e-7,0.00009323263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979333,0.001061174,7.821975e-7,0.00005688149,0.00002336849,0.0008236131,0.00002498063,0.00002938855,0.00004647797],"genre_scores_gemma":[0.9970544,0.000150171,0.0001564718,0.00001813215,0.00001567405,0.00008689088,0.00002524784,0.00001462029,0.002478385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01972195,"threshold_uncertainty_score":0.98529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04285507495173393,"score_gpt":0.2654692781332912,"score_spread":0.2226142031815573,"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."}}