{"id":"W2990721837","doi":"10.1016/j.jogc.2019.06.013","title":"Resident Attitudes Towards Caesarean Delivery in Canadian Obstetrics and Gynaecology Residency Programs","year":2019,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Obstetrics and gynaecology; Caesarean delivery; Obstetrics; Residency training; Gynecology; Family medicine; Medical education; Caesarean section; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001704944,0.0001659052,0.0002466017,0.0009242666,0.003088802,0.001198325,0.00117255,0.0007220663,0.00568118],"category_scores_gemma":[0.009913543,0.000368128,0.0003606105,0.00153958,0.00116324,0.0004247354,0.0012775,0.001122934,0.0002860326],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01515036,"about_ca_system_score_gemma":0.02847419,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9038697,"about_ca_topic_score_gemma":0.9597442,"domain_scores_codex":[0.9977336,0.0003170805,0.0001032702,0.0001074108,0.0007559015,0.0009827546],"domain_scores_gemma":[0.9890619,0.0009697452,0.001776789,0.0001083183,0.002558825,0.005524362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000267129,0.0002890499,0.9659017,0.00008907692,0.00003753898,0.0001634639,0.01461407,0.0001305418,0.0002766904,0.0002089232,0.004607212,0.01341474],"study_design_scores_gemma":[0.000008379116,0.0001042633,0.9776868,0.0001034822,0.00001077021,0.00005938265,0.02028964,0.0001018857,0.00004694961,0.00002369149,0.00155029,0.00001447301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953001,0.0002801249,0.0000220904,0.001190317,0.00004315544,0.00001684317,0.0001827559,0.000003245155,0.002961317],"genre_scores_gemma":[0.9979215,0.0003152643,0.00006266124,0.0003819438,0.00001904323,0.00001198529,0.0001015322,0.000003678456,0.001182437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9848496,"threshold_uncertainty_score":0.1933927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02198729323309178,"score_gpt":0.2799483105861854,"score_spread":0.2579610173530936,"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."}}