{"id":"W2288521366","doi":"10.1016/s1701-2163(16)30048-2","title":"Emergency Caesarean Section in Obese Parturients: Is a 30-Minute Decision-to-Incision Interval Feasible?","year":2015,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Medicine; Caesarean section; Apgar score; Hazard ratio; Obstetrics; Shoulder dystocia; Confidence interval; Umbilical artery; Pregnancy; Birth weight; Fetus; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004395881,0.0001130192,0.0003342251,0.0004402187,0.00005061909,0.00001081843,0.0001018183,0.00009752812,0.001092216],"category_scores_gemma":[0.002642651,0.00008921322,0.0000684921,0.0004488393,0.00001414867,0.00008619623,0.00006438131,0.0003266261,0.000004964883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001166727,"about_ca_system_score_gemma":0.000885439,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03165239,"about_ca_topic_score_gemma":0.08185866,"domain_scores_codex":[0.9984436,0.00005020651,0.0007416664,0.00014099,0.0003930014,0.0002305278],"domain_scores_gemma":[0.9982513,0.0002564231,0.0002414308,0.0001117781,0.0005265059,0.0006125306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001928699,0.0003849069,0.7198694,0.0003179742,0.00007278921,0.005250641,0.0008300453,0.00004065665,0.000009517591,0.00004230195,0.06468248,0.2083064],"study_design_scores_gemma":[0.00285486,0.002068413,0.7965024,0.000107846,0.0000286792,0.0003888068,0.0004218151,0.0002266602,0.00004228322,0.0004653482,0.1967761,0.0001167437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978967,0.002396195,0.0001381115,0.0009132185,0.01697029,0.000140814,0.00003096992,0.000002595711,0.0004408502],"genre_scores_gemma":[0.9975154,0.0001893676,0.00032931,0.0006116831,0.00007175803,0.000003403041,0.000001961448,0.0000090813,0.001267978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2081897,"threshold_uncertainty_score":0.9998209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03800582987638033,"score_gpt":0.3189175112714598,"score_spread":0.2809116813950794,"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."}}