{"id":"W4417392725","doi":"10.2139/ssrn.5922564","title":"The Labor Market and Health Impacts of Reducing Cesarean Section Deliveries","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Birth records; Intervention (counseling); Developing country; Download; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001355562,0.0001985447,0.0002821449,0.0005388026,0.0003038734,0.001044977,0.0004375825,0.001322032,0.0217957],"category_scores_gemma":[0.009221033,0.0002118819,0.0006554161,0.0005759778,0.0004688361,0.0005909008,0.0006041782,0.0009623574,0.0006595543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014851,"about_ca_system_score_gemma":0.002109729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01964935,"about_ca_topic_score_gemma":0.01883427,"domain_scores_codex":[0.9991452,0.000430017,0.00002874575,0.00004336068,0.00006659905,0.0002861871],"domain_scores_gemma":[0.9962311,0.002140965,0.0008847173,0.00007568871,0.0001563701,0.0005110428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01500984,0.008165945,0.7237574,0.001459594,0.001236995,0.001025851,0.0008379889,0.01127905,0.002876926,0.0234747,0.014267,0.1966086],"study_design_scores_gemma":[0.0006184173,0.00216506,0.9785,0.0002339192,0.0003612667,0.00009721951,0.001655964,0.002688252,0.0004659213,0.008072797,0.00512363,0.00001774211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9316098,0.01009958,0.0002032631,0.03326682,0.0003383017,0.00005206222,0.001917592,0.00001974111,0.02249285],"genre_scores_gemma":[0.9933,0.002671908,0.00006952043,0.001053773,0.0002418342,0.00001243967,0.0001982168,0.000004853084,0.002447592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0217957,"threshold_uncertainty_score":0.07291383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01695756533377257,"score_gpt":0.3429697592877247,"score_spread":0.3260121939539521,"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."}}