{"id":"W2921215040","doi":"10.1097/01.ogx.0000553986.21678.95","title":"Global Epidemiology of Use of and Disparities in Caesarean Sections","year":2019,"lang":"en","type":"article","venue":"Obstetrical & Gynecological Survey","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Caesarean delivery; Epidemiology; Cesarean delivery; Maternal morbidity; Obstetrics; Caesarean section; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0005392457,0.000146564,0.000246421,0.0009931547,0.0001891802,0.0003966088,0.0003164098,0.0004941862,0.00322888],"category_scores_gemma":[0.002127947,0.0001995068,0.0006007648,0.002248983,0.0003004685,0.0004397343,0.000858811,0.0006530166,0.0002425982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005364873,"about_ca_system_score_gemma":0.0007231616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04513445,"about_ca_topic_score_gemma":0.04310837,"domain_scores_codex":[0.9995528,0.0001006799,0.00006456121,0.00008298,0.00007629452,0.000122691],"domain_scores_gemma":[0.9986379,0.0001687447,0.0007278937,0.00007829043,0.0001570917,0.0002301018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009385448,0.00004100558,0.9807439,0.0002877792,0.0003661102,0.0000872428,0.0003188638,0.0002117382,0.0002430908,0.001391353,0.006545039,0.009670043],"study_design_scores_gemma":[0.00000574661,0.00002942488,0.997867,0.0001438412,0.00003905791,0.0001016042,0.0002527538,0.000104715,0.00002276412,0.0002179718,0.001209153,0.000005912252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9413333,0.021962,0.0003565704,0.008066152,0.0002770708,0.00004093782,0.02202199,0.00003143949,0.005910554],"genre_scores_gemma":[0.9906076,0.005598512,0.0001302852,0.0004156878,0.0001316801,0.00001961718,0.002776857,0.000007336797,0.0003124282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04513445,"threshold_uncertainty_score":0.08974349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1552649869419587,"score_gpt":0.3857381661155176,"score_spread":0.2304731791735589,"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."}}