{"id":"W2205552836","doi":"10.1016/j.ajog.2015.12.021","title":"Induction of labor before 40 weeks is associated with lower rate of cesarean delivery in women with gestational diabetes mellitus","year":2016,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Children's Hospital of Eastern Ontario; Health Sciences Centre; St. Michael's Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Gestation; Obstetrics; Gestational diabetes; Odds ratio; Pregnancy; Gestational age; Diabetes mellitus; Body mass index; Gynecology; Labor induction; Internal medicine; Endocrinology","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":[0.0005301875,0.0002613194,0.0004983161,0.0004160669,0.0004293793,0.0007689983,0.0003956963,0.0005996602,0.003755834],"category_scores_gemma":[0.005023981,0.000333805,0.001025972,0.0008577986,0.0002506832,0.000360554,0.0003621781,0.001574643,0.0002812095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002619252,"about_ca_system_score_gemma":0.0006726271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003685079,"about_ca_topic_score_gemma":0.002941656,"domain_scores_codex":[0.9996238,0.0001118174,0.0000484586,0.00006247674,0.00005566471,0.00009773282],"domain_scores_gemma":[0.9970137,0.0008849188,0.001427812,0.0001455063,0.0001116859,0.0004163671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008350438,0.0001371899,0.9946734,0.00003615815,0.000118331,0.0003036904,0.0001041998,0.00002698144,0.0003998368,0.00003117506,0.0001605328,0.003173425],"study_design_scores_gemma":[0.00002592275,0.0001693449,0.9982773,0.00003381025,0.0001883389,0.0004493106,0.0003164987,0.0001410795,0.00006797382,0.00005513178,0.0002693601,0.000005873369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996888,0.001651832,0.00008205479,0.0003299374,0.00007702382,0.000005454423,0.000127058,0.00000454423,0.000834076],"genre_scores_gemma":[0.9982595,0.0008388124,0.00008839863,0.000119911,0.0000686019,0.000006385079,0.0001211915,0.000005393292,0.0004919205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003755834,"threshold_uncertainty_score":0.01256454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012589359613859,"score_gpt":0.2552639944793998,"score_spread":0.2451381008832612,"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."}}