{"id":"W4280618661","doi":"10.1016/j.jogc.2022.04.017","title":"Survey of Mode of Delivery and Maternal and Perinatal Outcomes in Canada","year":2022,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of British Columbia; University of Manitoba; Western University; University of Ottawa; Regina General Hospital; Université de Sherbrooke; London Health Sciences Centre; Cancer Care Nova Scotia; Dalhousie University","funders":"Canadian Institutes of Health Research; University of Toronto; Université de Sherbrooke; Western University; Public Health Agency of Canada; McGill University; University of Ottawa; Université de Montréal; University of Alberta; Université Laval; Dalhousie University; University of British Columbia; World Health Organization","keywords":"Medicine; Obstetrics","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":[0.0007404834,0.0003081803,0.0004650703,0.002171927,0.002222952,0.001110349,0.001455425,0.0007451419,0.002601925],"category_scores_gemma":[0.003383712,0.0005226872,0.0006330814,0.009262038,0.00054204,0.0003665106,0.0009531829,0.001046217,0.0003484931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02536037,"about_ca_system_score_gemma":0.04062228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9935221,"about_ca_topic_score_gemma":0.9956642,"domain_scores_codex":[0.9985145,0.000144235,0.000150581,0.000178946,0.0005038177,0.0005078564],"domain_scores_gemma":[0.9953564,0.0002505528,0.001056995,0.00009573214,0.001991246,0.001249045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004992771,0.00004794418,0.9962758,0.00003358525,0.00004411975,0.00007226063,0.0003841748,0.00004635308,0.00005946248,0.00007809922,0.0011198,0.001788386],"study_design_scores_gemma":[0.00000841263,0.00002551719,0.9980082,0.00003641252,0.00001595487,0.0000569527,0.001082376,0.00009396023,0.00002211907,0.00001171495,0.0006307758,0.000007499164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801707,0.001058583,0.0001059534,0.000687615,0.00002595287,0.00008609286,0.01417947,0.00001625546,0.00366946],"genre_scores_gemma":[0.9944053,0.0009689733,0.0002007601,0.0003122645,0.00001027799,0.00004061438,0.002831777,0.000008402284,0.001221616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02536037,"threshold_uncertainty_score":0.1840033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0193928429949921,"score_gpt":0.2711258978294185,"score_spread":0.2517330548344264,"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."}}