{"id":"W3194036746","doi":"10.12788/jhm.3664","title":"Socioeconomic and Racial Disparities in Diabetic Ketoacidosis Admissions in Youth With Type 1 Diabetes","year":2021,"lang":"en","type":"article","venue":"Journal of Hospital Medicine","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Medicine; Diabetic ketoacidosis; Odds ratio; Type 1 diabetes; Odds; Population; Medicaid; Demography; Poverty; Socioeconomic status; Retrospective cohort study; Logistic regression; Cohort; Pediatrics; Diabetes mellitus; Internal medicine; Health care; Environmental health; Endocrinology","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":[0.0006445964,0.0001754248,0.0002472468,0.0007783804,0.0005736215,0.0005760522,0.0003165899,0.0002790292,0.001599364],"category_scores_gemma":[0.00270587,0.0001689131,0.0004391845,0.001125341,0.0002393354,0.000406045,0.0007739611,0.0004591892,0.0001236732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005161554,"about_ca_system_score_gemma":0.0006093035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02601139,"about_ca_topic_score_gemma":0.03803759,"domain_scores_codex":[0.9993518,0.0001449009,0.00006779915,0.0001024965,0.000117753,0.0002153153],"domain_scores_gemma":[0.9987317,0.0001298729,0.0007742646,0.00003637194,0.0001093659,0.0002184253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001268608,0.0000191126,0.9992099,0.000003651685,0.00001719341,0.00001802794,0.00005577986,0.00001493301,0.00001515766,0.00001842261,0.0000724995,0.0005426191],"study_design_scores_gemma":[0.000001844753,0.00001585905,0.9994215,0.00001342786,0.00001157126,0.00005575789,0.0002744207,0.0000874541,0.00001251364,0.00001989674,0.00008452794,0.000001274638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987366,0.0002389302,0.00002645462,0.0001695289,0.000007515495,0.000004456794,0.0004258969,0.000001410749,0.000389357],"genre_scores_gemma":[0.9994668,0.0001457732,0.00003171433,0.00004571268,0.00001220689,0.000004593904,0.0002479048,8.469648e-7,0.00004439515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02601139,"threshold_uncertainty_score":0.05171996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004328334966121846,"score_gpt":0.2149906424935014,"score_spread":0.2106623075273796,"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."}}