{"id":"W2980000197","doi":"10.1017/s0021932019000567","title":"Challenges to achieving appropriate and equitable access to Caesarean section: ethnographic insights from rural Pakistan","year":2019,"lang":"en","type":"article","venue":"Journal of Biosocial Science","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Receipt; Caesarean section; Health care; Childbirth; Ethnography; Medicine; Developing country; Nursing; Family medicine; Sociology; Business; Economic growth; Pregnancy; 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":[0.0005451076,0.0000818596,0.0002213791,0.0002724244,0.0002315508,0.0001195869,0.0002533864,0.00004573432,0.00009262012],"category_scores_gemma":[0.0000531702,0.00005959291,0.00006614065,0.0005155971,0.00007576327,0.0004417652,0.000175979,0.000193072,0.00001283762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009399173,"about_ca_system_score_gemma":0.0001214616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000664552,"about_ca_topic_score_gemma":0.0004864122,"domain_scores_codex":[0.9988037,0.00002901329,0.0003104769,0.000156168,0.0004566154,0.0002440262],"domain_scores_gemma":[0.9990667,0.00002627279,0.0001560772,0.0001020539,0.0002344221,0.000414436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002359067,0.0006391246,0.171983,0.001721967,0.0001668453,0.0001508029,0.03729237,0.00002860189,0.4178374,0.004904541,0.0005193804,0.3623969],"study_design_scores_gemma":[0.0006957066,0.001800574,0.9758992,0.001111538,0.00002147716,0.0001068967,0.003043759,0.00002095275,0.003241317,0.001251871,0.01264372,0.0001630481],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885783,0.0006213892,0.00006539028,0.007096788,0.001195841,0.0001863301,0.000007101236,0.000009152948,0.00223977],"genre_scores_gemma":[0.9982919,0.0001411339,0.0002838193,0.0004831886,0.0005335727,0.000001830589,2.795064e-7,0.000005061492,0.0002591772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8039161,"threshold_uncertainty_score":0.2430128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0591153358514306,"score_gpt":0.3927012869639913,"score_spread":0.3335859511125607,"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."}}