{"id":"W2922342212","doi":"10.1016/s2214-109x(19)30054-3","title":"Making caesarean section safer for African mothers","year":2019,"lang":"en","type":"letter","venue":"The Lancet Global Health","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Global Health Research; St. Michael's Hospital","funders":"","keywords":"Caesarean section; Medicine; Obstetrics; Observational study; Prospective cohort study; Pregnancy; Cohort study; Uterine rupture; 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":[0.002951271,0.000391598,0.0003361989,0.0005836121,0.00197894,0.001932401,0.000702997,0.001523971,0.02432492],"category_scores_gemma":[0.02148803,0.0002313147,0.0004962868,0.0005717585,0.001154367,0.002799984,0.003050934,0.003311759,0.003282423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000808258,"about_ca_system_score_gemma":0.00441664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003836591,"about_ca_topic_score_gemma":0.004667371,"domain_scores_codex":[0.9987698,0.000671596,0.00005349017,0.00006042093,0.0001919609,0.00025275],"domain_scores_gemma":[0.9963391,0.001169216,0.001056354,0.0001673599,0.0004735291,0.0007944048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003660989,0.0003116512,0.04011142,0.002818341,0.0001433417,0.00258589,0.01167286,0.0001272791,0.002949387,0.02128807,0.3527109,0.5649148],"study_design_scores_gemma":[0.0002420132,0.000317024,0.05071356,0.01095315,0.0001334516,0.00361873,0.02243625,0.000132518,0.001251686,0.02544149,0.8846716,0.00008857029],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06345251,0.08044855,0.002968639,0.7926918,0.01437842,0.0001096374,0.0007677234,0.0001620388,0.04502057],"genre_scores_gemma":[0.4928244,0.2133781,0.01281203,0.2381419,0.01825189,0.0003903024,0.0009082837,0.0003057573,0.02298736],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02432492,"threshold_uncertainty_score":0.081375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07022706691623526,"score_gpt":0.378484686702872,"score_spread":0.3082576197866367,"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."}}