{"id":"W2024381704","doi":"10.1111/j.1365-3016.2009.01072.x","title":"Understanding the factors associated with differences in caesarean section rates at hospital level: the case of Latin America","year":2009,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Western University; University of Ottawa","funders":"World Health Organization","keywords":"Medicine; Caesarean section; Latin Americans; Incentive; Psychological intervention; Demography; Relative risk; Demographic economics; Pregnancy; Confidence interval; Nursing; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004806372,0.0001255114,0.0003587463,0.00006991419,0.0002001838,0.000004034055,0.00005603805,0.00008348275,0.0000751238],"category_scores_gemma":[0.0006404485,0.00005796572,0.00006412464,0.0002283166,0.0002266833,0.00003490394,0.00003341771,0.000245969,8.523164e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009877678,"about_ca_system_score_gemma":0.00002189128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002318889,"about_ca_topic_score_gemma":0.0009131017,"domain_scores_codex":[0.9988983,0.0002966573,0.0003452636,0.0001700418,0.00005638876,0.0002333515],"domain_scores_gemma":[0.9978851,0.001706922,0.000211636,0.00009935636,0.00002926077,0.00006770292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009926069,0.00004548836,0.9966621,0.00008164434,0.00002537908,0.00008248597,0.0009198275,0.000005021654,0.000004339008,0.0007831292,0.00007406838,0.00121722],"study_design_scores_gemma":[0.0004149134,0.001319094,0.9947103,0.00004206749,0.00002458794,0.0002398414,0.00146382,0.0007332197,0.000007473757,0.0008108967,0.0001621572,0.00007165034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947489,0.0007923814,0.0003683853,0.003509302,0.0001198385,0.0002124825,0.00009426453,0.00001387037,0.000140574],"genre_scores_gemma":[0.9991921,0.0001849672,0.00001960401,0.0001690738,0.00005783694,0.00000877305,0.00002044519,0.000005169331,0.0003420912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004443138,"threshold_uncertainty_score":0.3505482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.206910346417964,"score_gpt":0.353906701634681,"score_spread":0.146996355216717,"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."}}