{"id":"W2089033840","doi":"10.1053/j.gastro.2014.01.018","title":"A Histologic Scoring System for Prognosis of Patients With Alcoholic Hepatitis","year":2014,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":418,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Fundación BBVA; Universitat de Barcelona; Instituto de Salud Carlos III; Banco Bilbao Vizcaya Argentaria; National Institute on Alcohol Abuse and Alcoholism","keywords":"Medicine; Internal medicine; Alcoholic hepatitis; Receiver operating characteristic; Scoring system; Gastroenterology; Confidence interval; Logistic regression; Alcoholic liver disease; Fibrosis; Cirrhosis","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":[0.001680456,0.0007706981,0.0006563287,0.003921669,0.0006186061,0.0005988742,0.00056117,0.0003816663,0.001951637],"category_scores_gemma":[0.002426203,0.00016222,0.0006662831,0.001423648,0.0002618301,0.0007570346,0.0006287678,0.0004911878,0.0004404079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003599536,"about_ca_system_score_gemma":0.0007642658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001953637,"about_ca_topic_score_gemma":0.002750546,"domain_scores_codex":[0.9995822,0.00009906178,0.0001034149,0.0000424653,0.0001065051,0.00006627703],"domain_scores_gemma":[0.9979856,0.0002379625,0.0004892966,0.00009889129,0.0009083533,0.0002798284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007005275,0.0001031145,0.9601408,0.00008475651,0.0001581985,0.000161895,0.00007573891,0.0004223611,0.002248977,0.0001778465,0.001910723,0.03381494],"study_design_scores_gemma":[0.0001508826,0.001429179,0.9773374,0.0001158436,0.0005103159,0.002698841,0.0006318801,0.01057284,0.002514564,0.0006594973,0.003338129,0.000040496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608837,0.002705666,0.01684935,0.000686322,0.0002542411,0.0006264379,0.00316341,0.0004408058,0.01439002],"genre_scores_gemma":[0.9760779,0.0005999941,0.01858212,0.0000656585,0.0000772978,0.0001653833,0.002632685,0.00002276397,0.001776178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003921669,"threshold_uncertainty_score":0.008887172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03264311593283638,"score_gpt":0.2899271516097373,"score_spread":0.2572840356769009,"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."}}