{"id":"W4296793597","doi":"10.1371/journal.pone.0274790","title":"Inequities in quality perinatal care in the United States during pregnancy and birth after cesarean","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Center for Advancing Translational Sciences; National Institute of Nursing Research; March of Dimes Foundation; Yale University; National Institutes of Health; University of Minnesota","keywords":"Medicine; Pregnancy; Ethnic group; Medicaid; Autonomy; Disadvantaged; Family medicine; Obstetrics; Prenatal care; Obstetrics and gynaecology; Demography; Nursing; Health care; Population; 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":[0.001015808,0.00008255603,0.0001376478,0.0005892947,0.000962965,0.0007680829,0.0002892927,0.0002368991,0.001279135],"category_scores_gemma":[0.004387549,0.00009993526,0.0001570282,0.0007429098,0.0004803091,0.0004518397,0.001468818,0.0005898915,0.00004602607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210031,"about_ca_system_score_gemma":0.00125245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06042152,"about_ca_topic_score_gemma":0.1113185,"domain_scores_codex":[0.9989582,0.0004518997,0.00009724041,0.0001112358,0.0001855198,0.0001957834],"domain_scores_gemma":[0.9975597,0.0004185548,0.001168117,0.00008182678,0.0002252402,0.0005465787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002949955,0.00005348535,0.9869224,0.00002193896,0.00003660563,0.00006665138,0.00344876,0.00004770974,0.00006996632,0.0002976416,0.0005319634,0.008473231],"study_design_scores_gemma":[0.000002185299,0.00003179302,0.9919345,0.00005269209,0.000008581279,0.00007744386,0.007072727,0.00007093735,0.00002448903,0.00009727903,0.0006228334,0.000004450267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972392,0.0004595281,0.00004556775,0.0006880394,0.00001333811,0.000007537479,0.0001849301,0.000001356824,0.001360502],"genre_scores_gemma":[0.9995219,0.000163359,0.00003654611,0.0001161243,0.000005345609,0.000006953164,0.00008205923,5.529525e-7,0.00006716117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06042152,"threshold_uncertainty_score":0.1201397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06339562908947648,"score_gpt":0.3174282443356047,"score_spread":0.2540326152461282,"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."}}