{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000111645,0.00006565011,0.0001420793,0.0001411087,0.00008256912,0.00001086047,0.00006081829,0.0000143042,0.000543911],"category_scores_gemma":[0.00001836691,0.00005056147,0.00001936628,0.00017378,0.00003244668,0.00004126319,0.0001111659,0.0002297921,0.000001774176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006988051,"about_ca_system_score_gemma":0.00001457631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003136298,"about_ca_topic_score_gemma":0.001132835,"domain_scores_codex":[0.999189,0.0001254684,0.0002136539,0.000115384,0.0002072219,0.0001493138],"domain_scores_gemma":[0.9997612,0.00003095739,0.00003132798,0.0001187415,0.00002428306,0.00003348788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007719274,0.001012142,0.9448931,0.01719626,0.00002640516,0.0005065482,0.03481419,0.000004248427,0.0001612152,0.0001988116,0.000001910044,0.0004132709],"study_design_scores_gemma":[0.00107305,0.0004638305,0.9803797,0.001690824,0.000008545322,0.00003384625,0.01510995,0.00006111941,0.0004457847,0.00009120427,0.0005610356,0.00008111571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99613,0.00229733,1.076458e-7,0.0007940909,0.00001468457,0.0002803782,0.0002980959,0.00001614122,0.0001691884],"genre_scores_gemma":[0.9979705,0.0002084602,0.00001809404,0.0001579848,0.00001605712,0.0002785996,0.00006995908,0.000007561772,0.00127276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03548662,"threshold_uncertainty_score":0.5955444,"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."}}