{"id":"W2788336274","doi":"10.1136/bmj.k55","title":"Within country inequalities in caesarean section rates: observational study of 72 low and middle income countries","year":2018,"lang":"en","type":"article","venue":"BMJ","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":288,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"World Health Organization","keywords":"Inequality; Caesarean section; Demography; Geography; Socioeconomics; Economics; Mathematics; Pregnancy; Sociology","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":[0.001381353,0.0003905802,0.000718948,0.001300356,0.0008196785,0.0007884484,0.0005277349,0.0005259201,0.001259073],"category_scores_gemma":[0.003347288,0.0008538964,0.0004571915,0.003048751,0.0005430774,0.0007880729,0.001197384,0.0007521696,0.0003624161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006317938,"about_ca_system_score_gemma":0.0007659748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0283965,"about_ca_topic_score_gemma":0.02786194,"domain_scores_codex":[0.9986442,0.0004884811,0.0001710923,0.000238979,0.0001638734,0.000293426],"domain_scores_gemma":[0.9978675,0.0004176343,0.001029385,0.0001666104,0.0002247545,0.0002940619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007618659,0.00004278521,0.9984558,0.00003917308,0.00004303647,0.00007418406,0.0004070547,0.00003530424,0.00008283062,0.00001904245,0.0001333708,0.0005911436],"study_design_scores_gemma":[0.00001577056,0.0001071872,0.9983326,0.00002445753,0.00001944443,0.0001262833,0.001050993,0.00005491941,0.0000320815,0.000009268296,0.0002209755,0.000006156741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981335,0.0002133742,0.00007323485,0.00001945368,0.000002056501,0.00002954038,0.001310343,0.000001829446,0.0002168319],"genre_scores_gemma":[0.9983521,0.0002316284,0.0001297364,0.00003036705,0.00000393581,0.00005641586,0.001116266,0.000002417329,0.00007725746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0283965,"threshold_uncertainty_score":0.05646247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1355411622588915,"score_gpt":0.3993148614954813,"score_spread":0.2637736992365899,"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."}}