{"id":"W3091146181","doi":"","title":"Responsive Audit of Lower Segment Caesarean Section in a Private Hospital in Kuwait","year":2020,"lang":"en","type":"article","venue":"Gynecology and Reproductive Endocrinology","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Caesarean section; Audit; Emergency medicine; Antiemetic; Pediatrics; Anesthesia; Obstetrics; Pregnancy; Vomiting; Accounting","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001658428,0.0002742896,0.0002424043,0.001771183,0.0009986013,0.0009234546,0.000881159,0.0004982335,0.001852123],"category_scores_gemma":[0.006423621,0.0005829958,0.0002215703,0.002457129,0.0008736756,0.0006328253,0.001276776,0.0005095134,0.0002392027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003211098,"about_ca_system_score_gemma":0.005310731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03228958,"about_ca_topic_score_gemma":0.04587265,"domain_scores_codex":[0.9970042,0.0007251782,0.000561339,0.0003309775,0.0008485342,0.000529839],"domain_scores_gemma":[0.9858794,0.001397827,0.009653632,0.0005352705,0.001384173,0.001149717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001012077,0.00008655288,0.9897546,0.0001939354,0.00001736774,0.0009400111,0.001540514,0.00006450813,0.0006940498,0.00005501646,0.0003428583,0.006209321],"study_design_scores_gemma":[0.000006849087,0.0002510083,0.9950157,0.00009584826,0.0000131687,0.001143576,0.002294099,0.000152002,0.0002161016,0.00001426158,0.0007839146,0.00001346349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985341,0.0003463757,0.00007950847,0.0001950976,0.000007937841,0.00007182299,0.0002873265,0.000007362,0.0004703669],"genre_scores_gemma":[0.9983332,0.0005004129,0.0003004673,0.0001467134,0.00001586083,0.00005628571,0.0003392244,0.000003443426,0.0003045726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03228958,"threshold_uncertainty_score":0.06420332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019665403554822,"score_gpt":0.295692910082786,"score_spread":0.276027506527964,"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."}}