{"id":"W4408207986","doi":"10.9734/bpi/msti/v9/4224","title":"The Challenges of Cesarean Delivery at Teaching Hospital Gabriel Toure, Bamako Mali","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier de l'Université Laval","funders":"","keywords":"Medicine; Optometry; Teaching hospital; Geography; Family 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":[0.0005373092,0.0002007223,0.0001437123,0.0004348609,0.0009702672,0.0006793458,0.0003590851,0.0003948241,0.004400044],"category_scores_gemma":[0.00233112,0.0001930618,0.0001272055,0.0005827781,0.0005253011,0.0003701746,0.0005258306,0.0005443962,0.0002306841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001382111,"about_ca_system_score_gemma":0.00233677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01223755,"about_ca_topic_score_gemma":0.01959472,"domain_scores_codex":[0.9995279,0.0001332969,0.00003970739,0.00006175761,0.000071092,0.0001661853],"domain_scores_gemma":[0.9984183,0.0004822819,0.0007000956,0.00003344429,0.00007497444,0.0002909102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000907697,0.0000462702,0.9693517,0.0002587214,0.00002817648,0.0108565,0.003287611,0.00009472976,0.0007294541,0.0003610502,0.001525677,0.01336936],"study_design_scores_gemma":[0.00000784537,0.000117372,0.9641752,0.0002457968,0.00001773794,0.01612041,0.01556129,0.0001547617,0.0002035591,0.0001650438,0.003218673,0.00001231292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944555,0.002261404,0.0000827375,0.002096901,0.00003683277,0.0000126814,0.0001308468,0.000004298762,0.0009187977],"genre_scores_gemma":[0.9963122,0.002521764,0.000186181,0.0002086589,0.00004645546,0.00001551203,0.0001231312,0.000001994946,0.0005840537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01223755,"threshold_uncertainty_score":0.02433264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365395861137764,"score_gpt":0.2496890797494353,"score_spread":0.2360351211380576,"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."}}