{"id":"W2800908969","doi":"10.1097/mlr.0000000000000919","title":"Examining Trends in Obstetric Quality Measures for Monitoring Health Care Disparities","year":2018,"lang":"en","type":"article","venue":"Medical Care","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Minority Health and Health Disparities","keywords":"Medicine; Episiotomy; Birth certificate; Poisson regression; Demography; Incidence (geometry); Confidence interval; Ethnic group; Obstetrics; Childbirth; Pregnancy; 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":[0.0004064073,0.0001500345,0.0004534131,0.0002098816,0.0001370395,0.00001333527,0.0001211764,0.0001684528,0.00009811166],"category_scores_gemma":[0.0006124515,0.0001188884,0.00007736694,0.000315754,0.0001032453,0.00004016356,0.00004859126,0.0002912843,0.000006052077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003717452,"about_ca_system_score_gemma":0.0002685722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003062976,"about_ca_topic_score_gemma":0.002005929,"domain_scores_codex":[0.9978557,0.0001042186,0.000462759,0.0003056714,0.0008101668,0.0004614667],"domain_scores_gemma":[0.9988074,0.0001482802,0.00007270293,0.0002160456,0.0002683347,0.0004872023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001521151,0.00002361971,0.4976555,0.002105103,0.00000812596,0.00002565171,0.01026982,6.205186e-8,0.000006000356,0.00006829963,0.0002345651,0.4894511],"study_design_scores_gemma":[0.001928941,0.001208402,0.9597594,0.001108343,0.00001373001,0.00001617235,0.02547461,0.00001504312,0.0003303256,0.00002191498,0.009953197,0.0001698945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714152,0.02102283,0.00009873175,0.002791191,0.001488108,0.0003298736,0.00006582018,0.0001043707,0.00268389],"genre_scores_gemma":[0.9969072,0.00008368801,0.000281642,0.0007881353,0.001418364,0.00005845334,0.00008727202,0.00002164373,0.000353579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4892812,"threshold_uncertainty_score":0.4848129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1493595328164346,"score_gpt":0.4366783629180758,"score_spread":0.2873188301016412,"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."}}