{"id":"W3070429071","doi":"10.1093/alcalc/agaa081","title":"Impact of Safety-Net Burden on In-Hospital Mortality and Hospitalization Costs Among Patients with Alcoholic Hepatitis and Alcoholic Cirrhosis","year":2020,"lang":"en","type":"article","venue":"Alcohol and Alcoholism","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Alcoholic hepatitis; Alcoholic liver disease; Cirrhosis; Internal medicine; Logistic regression; Medicaid; Odds ratio; Gastroenterology; Demography; Health care","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002503185,0.0005237242,0.0009718005,0.0003032955,0.0001622596,0.00006353565,0.0001041689,0.0002632481,0.00006734792],"category_scores_gemma":[0.000218275,0.0004243757,0.0001149715,0.0005094231,0.0004071785,0.0003629801,0.0001281602,0.0004104017,0.000008945026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001664029,"about_ca_system_score_gemma":0.0001049195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004327135,"about_ca_topic_score_gemma":0.0001773624,"domain_scores_codex":[0.9972125,0.0001331128,0.0006980883,0.0008468722,0.0005396242,0.0005698553],"domain_scores_gemma":[0.9981016,0.0001642209,0.0003458922,0.0003622292,0.0002093728,0.0008167101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005375516,0.00026914,0.9902353,0.0002800185,0.0002350828,0.00003597293,0.001837087,0.00001454851,0.0001179349,0.000277115,0.0002121599,0.005948066],"study_design_scores_gemma":[0.008867865,0.003301387,0.985576,0.0004710879,0.0002314911,0.00001227678,0.00005551806,0.0007804497,0.00006374352,0.00003137133,0.0001676777,0.0004410871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949942,0.0004917483,0.00001382258,0.001761982,0.00008110646,0.001843756,0.000144088,0.00007888918,0.000590456],"genre_scores_gemma":[0.996526,0.001869542,0.00008030444,0.001030382,0.0001449205,0.00006161202,0.0001945277,0.00006871529,0.0000239695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008330313,"threshold_uncertainty_score":0.9998208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03338934658970025,"score_gpt":0.325001340182058,"score_spread":0.2916119935923577,"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."}}