{"id":"W3166311554","doi":"10.1002/lt.26203","title":"The Level of Alcohol Consumption in the Prior Year Does Not Impact Clinical Outcomes in Patients With Alcohol‐Associated Hepatitis","year":2021,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health","keywords":"Medicine; Alcohol Use Disorders Identification Test; Audit; Alcoholic hepatitis; Psychosocial; Liver disease; Alcoholic liver disease; Liver transplantation; Internal medicine; Alcohol; Alcohol abuse; Poison control; Injury prevention; Emergency medicine; Cirrhosis; Psychiatry; Transplantation","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":[],"consensus_categories":[],"category_scores_codex":[0.0006855847,0.0001160348,0.0002827332,0.00006980162,0.00007460939,0.00001640328,0.00006794443,0.0001073318,0.0000523257],"category_scores_gemma":[0.0001433814,0.00005757069,0.00009049897,0.0001630478,0.00008989926,0.00009112752,0.000004810343,0.0002764723,0.00001764328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007350377,"about_ca_system_score_gemma":0.000135047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006701662,"about_ca_topic_score_gemma":0.006549698,"domain_scores_codex":[0.9983378,0.0004414733,0.0004731689,0.0001828371,0.0003717771,0.000192961],"domain_scores_gemma":[0.998517,0.0009767609,0.0001585827,0.0001777563,0.0001208118,0.00004909508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001061472,0.0003471727,0.9951386,0.0001442078,0.00006918893,0.00005429853,0.001366204,0.00000271462,0.00004155299,0.00006878252,0.00001580265,0.001689991],"study_design_scores_gemma":[0.007971263,0.000244778,0.9910204,0.0002365785,0.0001300095,0.000005496722,0.00007031199,0.00005585224,0.0001704784,0.00001057686,0.00001106191,0.00007322498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983287,0.00003842075,0.00005177098,0.0004814469,0.0001084882,0.0007411077,0.0001754699,0.00001234295,0.00006229251],"genre_scores_gemma":[0.9971474,0.001832251,0.0001048325,0.0005392575,0.0000141095,0.00002717079,0.0002580185,0.00001052406,0.00006644967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00690979,"threshold_uncertainty_score":0.3654885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1357382234171236,"score_gpt":0.4060178265179922,"score_spread":0.2702796031008686,"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."}}