{"id":"W3039697012","doi":"10.1016/j.jogc.2020.06.016","title":"Mental Health and Maternal Mortality—When New Life Doesn't Bring Joy","year":2020,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Memorial University of Newfoundland; Alberta Health Services; University of Ottawa","funders":"","keywords":"Medicine; Homicide; Pregnancy; Population; Incidence (geometry); Poison control; Retrospective cohort study; Obstetrics; Mortality rate; Injury prevention; Demography; Emergency medicine; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001283021,0.0002300487,0.0005754903,0.001238268,0.004712412,0.005749508,0.0008621995,0.003368434,0.006847301],"category_scores_gemma":[0.007996293,0.0004003196,0.0006677076,0.001930387,0.002418501,0.003777394,0.003163285,0.008053012,0.000587251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009778173,"about_ca_system_score_gemma":0.02040697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5481584,"about_ca_topic_score_gemma":0.7144414,"domain_scores_codex":[0.9985833,0.000284047,0.00004854588,0.00005729515,0.0002539252,0.0007729278],"domain_scores_gemma":[0.9928559,0.0007068189,0.0005963597,0.0001093094,0.001011971,0.004719576],"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":[0.0004640644,0.0005550502,0.6972724,0.0002536751,0.000337635,0.001953662,0.015198,0.0001093652,0.000271243,0.01739468,0.1428638,0.1233264],"study_design_scores_gemma":[0.00005520643,0.0001124933,0.8826264,0.001739335,0.000161371,0.0005176758,0.05692677,0.000135939,0.00005741069,0.009622164,0.04793961,0.0001056818],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1907554,0.04447382,0.000102408,0.7250857,0.005088776,0.00003429611,0.0007348696,0.00002208318,0.03370272],"genre_scores_gemma":[0.9114279,0.03235964,0.0002793491,0.04483267,0.004073891,0.00005456337,0.0004360667,0.00003426927,0.006501708],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5481584,"threshold_uncertainty_score":0.9090052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02789387115476499,"score_gpt":0.271871783867337,"score_spread":0.243977912712572,"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."}}