{"id":"W2788185554","doi":"10.5811/westjem.2017.10.34949","title":"Inpatient Trauma Mortality after Implementation of the Affordable Care Act in Illinois","year":2018,"lang":"en","type":"article","venue":"Western Journal of Emergency Medicine","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johns Hopkins University; Northwestern University","keywords":"Medicine; Poisson regression; Confidence interval; Emergency medicine; Health insurance; Quarter (Canadian coin); Retrospective cohort study; Population; Cohort; Demography; Mortality rate; Health care; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007127145,0.00008754186,0.0002980771,0.0001937888,0.00003069542,0.000001899375,0.00019648,0.00003356308,0.00155582],"category_scores_gemma":[0.0000467687,0.00006377398,0.00008706286,0.0002426059,0.00004915071,0.0001269006,0.00003586567,0.0001080225,0.000008904552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008703773,"about_ca_system_score_gemma":0.000027104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00454331,"about_ca_topic_score_gemma":0.008541417,"domain_scores_codex":[0.9982224,0.00003484155,0.001362806,0.0001084235,0.0000952449,0.0001762961],"domain_scores_gemma":[0.9987859,0.000008956627,0.0008217462,0.0002047693,0.0001162264,0.00006241234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002313674,0.00003480077,0.9844832,0.0001078637,0.00003543697,0.000001498541,0.01084956,0.000007584446,0.000008048316,0.0009314395,0.0004527483,0.003064673],"study_design_scores_gemma":[0.0006799559,0.0005185086,0.9674305,0.00009680446,0.0000152912,0.000001074356,0.001914953,0.000007626728,0.0001923717,0.001474059,0.02760313,0.00006568919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917958,0.001345692,0.0001801506,0.002440278,0.002174354,0.0001725082,0.00002350011,0.000001582841,0.001866152],"genre_scores_gemma":[0.9987561,0.000455705,0.00002563722,0.0002204861,0.0004286232,0.000005916037,0.000001654865,0.000007959014,0.00009790672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02715038,"threshold_uncertainty_score":0.9993569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09623718055203219,"score_gpt":0.3715878742807587,"score_spread":0.2753506937287265,"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."}}