{"id":"W3112130934","doi":"10.1186/s12978-020-01039-x","title":"Disclosing suboptimal indications for emergency caesarean sections due to fetal distress and prolonged labor: a multicenter cross-sectional study at 12 public hospitals in Nepal","year":2020,"lang":"en","type":"article","venue":"Reproductive Health","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada; Vetenskapsrådet; Uppsala Universitet; Laerdal Foundation for Acute Medicine","keywords":"Medicine; Fetal distress; Obstetrics; Caesarean section; Cross-sectional study; Odds ratio; Gestational age; Pregnancy; Public health; Confidence interval; Reproductive medicine; Gynecology; Fetus; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001387532,0.0002602961,0.0003755678,0.0007226394,0.0006161653,0.000766065,0.0005812387,0.0006139369,0.001075524],"category_scores_gemma":[0.003801589,0.0006723535,0.0003340954,0.001077896,0.0005344989,0.0008469328,0.0009399784,0.0007111859,0.0001503324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005555056,"about_ca_system_score_gemma":0.0008760886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008094025,"about_ca_topic_score_gemma":0.0102917,"domain_scores_codex":[0.9990527,0.0003101224,0.0001207261,0.0001890184,0.0001482297,0.0001791265],"domain_scores_gemma":[0.9966989,0.000795966,0.001687775,0.0001981864,0.0002567307,0.0003623464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001539608,0.00003294907,0.9991149,0.000008783632,0.00001228075,0.0001093383,0.000310329,0.000006008304,0.00006152515,0.000005699185,0.00002823157,0.0002944876],"study_design_scores_gemma":[0.000004229668,0.0001286624,0.9972547,0.00001464725,0.00001292927,0.0005019355,0.001897726,0.00006233509,0.00002759305,0.000006427908,0.00008529237,0.000003728464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996538,0.00006368053,0.00002398318,0.00002920616,0.000001377319,0.00001190897,0.000104392,7.132145e-7,0.0001109153],"genre_scores_gemma":[0.9996039,0.0001081144,0.0000576726,0.0000499957,0.000003902363,0.00002055207,0.0001066497,7.834076e-7,0.00004836797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008094025,"threshold_uncertainty_score":0.01609379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06911806615983024,"score_gpt":0.4030367819644683,"score_spread":0.3339187158046381,"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."}}