{"id":"W4308993584","doi":"10.1371/journal.pgph.0001264","title":"Caesarean section or vaginal delivery for low-risk pregnancy? Helping women make an informed choice in low- and middle-income countries","year":2022,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"Horizon 2020 Framework Programme; Ottawa Hospital Research Institute; European Commission; University of Ottawa; UNICEF; World Health Organization","keywords":"Caesarean section; Context (archaeology); Empowerment; Vaginal delivery; Medicine; Informed consent; Focus group; Pregnancy; Family medicine; Low and middle income countries; Obstetrics; Developing country; Nursing; Psychology; Business; Alternative medicine; Political science; Geography; Economic growth","routes":{"ca_aff":true,"ca_fund":true,"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":[0.05330009,0.000619252,0.001423108,0.002294404,0.001846354,0.005853914,0.001304184,0.002419463,0.003671248],"category_scores_gemma":[0.0995947,0.000479978,0.001380957,0.00220235,0.00280989,0.006157263,0.004096998,0.0036043,0.0003731254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003190009,"about_ca_system_score_gemma":0.01159035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00240136,"about_ca_topic_score_gemma":0.003889652,"domain_scores_codex":[0.9366184,0.05551554,0.003876076,0.0006587139,0.002409056,0.0009223326],"domain_scores_gemma":[0.9149332,0.07577839,0.004135998,0.000617102,0.002340603,0.002194666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007966234,0.0005769384,0.01434972,0.06787449,0.0008588253,0.001156713,0.0847083,0.001024972,0.0004348635,0.02016877,0.0381636,0.7698861],"study_design_scores_gemma":[0.002019575,0.002139338,0.0141215,0.3201772,0.002458667,0.002733109,0.1626008,0.003883198,0.002570839,0.07106733,0.4155553,0.0006732077],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.240766,0.3595574,0.02070463,0.3238178,0.004093806,0.003561806,0.001442142,0.0002459917,0.04581057],"genre_scores_gemma":[0.7040177,0.1774465,0.07776009,0.03337942,0.0007920077,0.004389345,0.000523261,0.00006768127,0.001623996],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05330009,"threshold_uncertainty_score":0.2818812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05672901643846245,"score_gpt":0.3403488841764989,"score_spread":0.2836198677380365,"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."}}