{"id":"W4327811708","doi":"10.1007/s00404-023-06999-6","title":"Racial disparities in national maternal mortality trends in the United States from 2000 to 2019: a population-based study on 80 million live births","year":2023,"lang":"en","type":"article","venue":"Archives of Gynecology and Obstetrics","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Medicine; Childbirth; Demography; Pregnancy; Maternal death; Public health; Population; Psychological intervention; Advanced maternal age; Mortality rate; Obstetrics; Environmental health; Fetus","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":[0.0004871951,0.0002140516,0.0002567789,0.001036376,0.0004005162,0.0004449176,0.0003442006,0.0004655395,0.0009420342],"category_scores_gemma":[0.001248425,0.0002612252,0.0005903842,0.002018325,0.0001749215,0.0006530872,0.0006023326,0.0005668646,0.0001774172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004868655,"about_ca_system_score_gemma":0.0005557506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03980346,"about_ca_topic_score_gemma":0.06599766,"domain_scores_codex":[0.999617,0.00007928409,0.00006411632,0.00008790296,0.00007000633,0.00008178585],"domain_scores_gemma":[0.9994372,0.00007373653,0.0002541591,0.00004566588,0.00009368842,0.00009568031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004045217,0.00003168817,0.9986359,0.000007519025,0.00006768084,0.00002059243,0.0000977802,0.00002264868,0.00008030664,0.00002598279,0.0002572595,0.0007122116],"study_design_scores_gemma":[0.000002152632,0.00001431135,0.9994062,0.000005224725,0.00002712443,0.00003300733,0.0002658726,0.00005582887,0.00001748235,0.00001060825,0.0001603277,0.000001823159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958435,0.0002452361,0.00005874427,0.0001306441,0.00001199592,0.000006424937,0.003128115,0.000004868713,0.0005705301],"genre_scores_gemma":[0.9978162,0.0001694239,0.00005699498,0.00006526648,0.00001218584,0.00001145527,0.001691066,0.000002146351,0.0001753605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03980346,"threshold_uncertainty_score":0.07914352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03667174068742035,"score_gpt":0.3362200955314623,"score_spread":0.2995483548440419,"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."}}