{"id":"W4200577811","doi":"10.14740/gr1473","title":"Declining Inpatient Mortality Despite Increasing Thirty-Day Readmissions of Alcoholic Hepatitis in the United States From 2010 to 2018","year":2021,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Comorbidity; Demography; Odds; Population; Emergency medicine; Retrospective cohort study; Multivariate analysis; Pediatrics; Logistic regression; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004869876,0.000142744,0.0002074097,0.0007324172,0.0002711422,0.0006109311,0.0003688693,0.0002763847,0.001130896],"category_scores_gemma":[0.002092547,0.0001179916,0.0003395846,0.0009491055,0.0001387789,0.0004964373,0.0004795856,0.0004409393,0.000209382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007090758,"about_ca_system_score_gemma":0.0008031333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0203171,"about_ca_topic_score_gemma":0.039036,"domain_scores_codex":[0.9996616,0.0000467784,0.00005897288,0.00007029251,0.0000790063,0.00008339478],"domain_scores_gemma":[0.9980215,0.0001109036,0.00116268,0.00007545309,0.0003852471,0.0002442175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004651582,0.00001554382,0.9977913,0.00001197203,0.0000145732,0.00002762241,0.00005675664,0.00002131128,0.00005257548,0.000011174,0.0003040998,0.001646505],"study_design_scores_gemma":[8.750247e-7,0.00001663922,0.9995072,0.000009096654,0.000006399172,0.00005198153,0.000126871,0.00005952895,0.0000226283,0.000005825612,0.0001919601,0.000001014433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963571,0.0004779575,0.00006200744,0.0002319657,0.00001770721,0.000006801089,0.002068337,0.00001317088,0.0007649701],"genre_scores_gemma":[0.9970354,0.0002543327,0.00006820608,0.00006826269,0.00001972305,0.000007589714,0.002347858,0.000003585541,0.0001950833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0203171,"threshold_uncertainty_score":0.0403977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2554734451811319,"score_gpt":0.4754819858975664,"score_spread":0.2200085407164344,"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."}}