{"id":"W3019595473","doi":"10.1097/01.aog.0000663656.68994.32","title":"Induction of Labor at 38 Weeks and Risk of Cesarean Delivery Among Obese Women: A Retrospective Propensity Match Study [21D]","year":2020,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Propensity score matching; Obstetrics; Retrospective cohort study; Logistic regression; Population; Gynecology; Surgery; Internal medicine","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":[0.002124321,0.0002048455,0.0003200458,0.0006948655,0.000418145,0.0005632911,0.0003640368,0.0002852796,0.0009723327],"category_scores_gemma":[0.00451339,0.0002934282,0.0005814933,0.001161404,0.0002584323,0.0004145247,0.0003396538,0.0003731989,0.0001703134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002510149,"about_ca_system_score_gemma":0.0004502505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001664397,"about_ca_topic_score_gemma":0.00147799,"domain_scores_codex":[0.9985946,0.0004329001,0.0002229714,0.0003555805,0.0002789144,0.0001150276],"domain_scores_gemma":[0.9974799,0.0002606941,0.001713184,0.0002937868,0.0001171259,0.0001353454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001467225,0.0000215449,0.9984731,0.000010766,0.0001086593,0.00004260939,0.00003409417,0.00002932886,0.0001414298,0.00004214246,0.00005874687,0.0008908029],"study_design_scores_gemma":[0.00003042132,0.0002629332,0.9975587,0.00001701081,0.0001539903,0.0004834791,0.0001277556,0.000536812,0.0001752036,0.00009593792,0.0005487666,0.000009008938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978784,0.0004274485,0.0008037573,0.0000674615,0.00001140376,0.00003789773,0.0004315468,0.000004433608,0.0003375576],"genre_scores_gemma":[0.9991165,0.0001090695,0.0003060005,0.00004484153,0.00001280355,0.00002800433,0.0002921128,0.000002111133,0.00008861207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002124321,"threshold_uncertainty_score":0.01123464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02580954598297385,"score_gpt":0.2713530278678548,"score_spread":0.245543481884881,"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."}}