{"id":"W2443109777","doi":"10.14740/jcgo290w","title":"Cesarean Delivery at Maternal Request in a Rural Medical College Hospital","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Gynecology and Obstetrics","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstetrics and gynaecology; Obstetrics; Cesarean delivery; Vaginal delivery; Socioeconomic status; Pregnancy; Gynecology; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00153521,0.0001124905,0.0006416145,0.0002096751,0.0000489645,0.000005097977,0.0001443051,0.0003773391,0.001720443],"category_scores_gemma":[0.01015889,0.0000643542,0.0002242345,0.0001428621,0.0002337341,0.0001081724,0.0001137692,0.0005221532,0.00004303146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001200096,"about_ca_system_score_gemma":0.0002399345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002183659,"about_ca_topic_score_gemma":0.00007944158,"domain_scores_codex":[0.9973683,0.0001965737,0.001680589,0.0001353858,0.0003588353,0.0002602627],"domain_scores_gemma":[0.9940044,0.004598443,0.0005183933,0.0001043008,0.0002214377,0.00055297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007225033,0.0004484119,0.9075599,0.0001303807,0.0000473446,0.003671729,0.00002273093,3.696364e-8,0.000008672318,0.0003228155,0.001097963,0.08596747],"study_design_scores_gemma":[0.006142728,0.003805884,0.9412512,0.000581853,0.00003048377,0.00157369,0.00005079042,0.00002165601,0.00003946759,0.0004605679,0.04595881,0.00008294017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885593,0.00117764,0.000017083,0.006608689,0.003104195,0.000104388,0.0000276558,0.000006694588,0.0003943432],"genre_scores_gemma":[0.9904202,0.004504604,0.0001911662,0.0008366398,0.000356441,0.000002083946,8.640978e-7,0.000008871457,0.003679123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08588453,"threshold_uncertainty_score":0.9991921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03779711203456085,"score_gpt":0.3801852792420725,"score_spread":0.3423881672075116,"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."}}