{"id":"W4399458602","doi":"10.1016/j.jogc.2024.102581","title":"Maternal Deaths by Suicide and Drug Overdose in Two Canadian Provinces; Retrospective Review","year":2024,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; McMaster University; Hospital for Sick Children; McMaster University Medical Centre; University of Toronto; Dalhousie University; Ottawa Hospital; University of Victoria; St. Michael's Hospital","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Coroner; Drug overdose; Retrospective cohort study; Poison control; Suicide prevention; Medical emergency; Injury prevention; Occupational safety and health; Human factors and ergonomics; Emergency medicine; Drug; Family medicine; Psychiatry; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.00219574,0.0006221511,0.0009234973,0.01826566,0.002841298,0.001718904,0.001736036,0.0006653931,0.001642301],"category_scores_gemma":[0.01145006,0.0007371679,0.0008533379,0.02652756,0.00108653,0.0006808618,0.001350628,0.0005849272,0.0002064077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04089678,"about_ca_system_score_gemma":0.1163048,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9890276,"about_ca_topic_score_gemma":0.9917629,"domain_scores_codex":[0.9966329,0.0001751348,0.0007009743,0.0003560637,0.001667303,0.0004675933],"domain_scores_gemma":[0.9880196,0.001064675,0.003318287,0.0003155132,0.006525221,0.000756718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002523954,0.00003276374,0.8908523,0.02245515,0.0007680456,0.002118189,0.005077462,0.0001826322,0.0003434133,0.0006226049,0.01704167,0.06025334],"study_design_scores_gemma":[0.00001802319,0.00003198667,0.9682373,0.007734895,0.0006024953,0.0012782,0.004049959,0.0001344937,0.0001386149,0.00003318449,0.01768521,0.00005556143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4990176,0.382776,0.0005774058,0.002793522,0.000278896,0.001461825,0.09881641,0.0001208082,0.01415756],"genre_scores_gemma":[0.7584285,0.2208767,0.001171081,0.0009455998,0.0001081404,0.0004191738,0.01672103,0.00002879784,0.00130092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04089678,"threshold_uncertainty_score":0.2967283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008018673420640164,"score_gpt":0.2718221772886951,"score_spread":0.263803503868055,"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."}}