{"id":"W2809664602","doi":"10.1097/ogx.0000000000000573","title":"Within Country Inequalities in Cesarean Section Rates: Observational Study of 72 Low and Middle Income Countries","year":2018,"lang":"en","type":"article","venue":"Obstetrical & Gynecological Survey","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Observational study; Obstetrics; Cesarean delivery; Section (typography); Population; Inequality; Developed country; Pregnancy; Environmental health","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":[0.001224397,0.0004047289,0.0006341475,0.0009992141,0.0009687477,0.001189718,0.0006304465,0.0009804893,0.002375964],"category_scores_gemma":[0.002929366,0.001131279,0.000990413,0.002947513,0.0008986605,0.0008850178,0.001720804,0.001586345,0.0005935399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008723679,"about_ca_system_score_gemma":0.0008778747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07478933,"about_ca_topic_score_gemma":0.07098237,"domain_scores_codex":[0.9986936,0.0003418847,0.0001896769,0.0002786526,0.0001125941,0.0003835539],"domain_scores_gemma":[0.9975871,0.0004749359,0.0009419511,0.0002608405,0.0002591604,0.0004760916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001480534,0.0001061945,0.9971579,0.00007618492,0.0001775894,0.0001506378,0.0008119076,0.00006068486,0.0001051653,0.00004598127,0.0005006933,0.0006589821],"study_design_scores_gemma":[0.00002151482,0.000138448,0.9966826,0.0000566538,0.00009052776,0.0001462623,0.002400045,0.00008186742,0.00002982748,0.000016584,0.0003217833,0.0000139509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972332,0.0004038854,0.00007140265,0.00008308826,0.000009485932,0.00002031312,0.001817448,0.000002948297,0.0003582285],"genre_scores_gemma":[0.9983882,0.0002495671,0.00008060755,0.0001024967,0.000006143605,0.00003081365,0.001023007,0.00000431002,0.0001148355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07478933,"threshold_uncertainty_score":0.148708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2058772061024812,"score_gpt":0.431523438679496,"score_spread":0.2256462325770148,"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."}}