{"id":"W3024829498","doi":"10.1016/j.jogc.2020.02.037","title":"Induction of labor at 38 weeks and risk of cesarean delivery among obese women: A retrospective propensity match study","year":2020,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Medicine; Propensity score matching; Obstetrics; Logistic regression; Retrospective cohort study; Population; Singleton; Gynecology; Pregnancy; Surgery; 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":[0.001238458,0.0003908372,0.0005745356,0.001050034,0.0008431813,0.0009476335,0.000756448,0.001005744,0.00196862],"category_scores_gemma":[0.004136014,0.0008269094,0.0009693031,0.001953305,0.0006217213,0.0006760081,0.0006502099,0.001142186,0.0003124984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005063171,"about_ca_system_score_gemma":0.0009053456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008935041,"about_ca_topic_score_gemma":0.008912373,"domain_scores_codex":[0.9985689,0.0003739178,0.0001973385,0.0004194716,0.0001771257,0.0002632007],"domain_scores_gemma":[0.9958241,0.0006263759,0.002109733,0.0006293165,0.0002120433,0.0005984626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007821578,0.0001007538,0.9977142,0.00001130982,0.0002840708,0.0001055127,0.00008036621,0.0000285421,0.0002571795,0.00005055382,0.0001029213,0.0004824266],"study_design_scores_gemma":[0.00009716643,0.0003463869,0.997552,0.00001435434,0.0002394879,0.0004225647,0.0004778108,0.0003953258,0.00007103242,0.00008946474,0.0002756746,0.00001882743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990228,0.000241549,0.0001479253,0.00004528952,0.00001968027,0.00001663214,0.0002858962,0.000001977356,0.0002182224],"genre_scores_gemma":[0.9992474,0.00009022024,0.0001122013,0.00005861501,0.00002315554,0.00001832145,0.000269231,0.000003261152,0.0001776553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008935041,"threshold_uncertainty_score":0.01776606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01884630005184789,"score_gpt":0.2485202683699603,"score_spread":0.2296739683181124,"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."}}