{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001618588,0.0001059436,0.0003874903,0.0001092651,0.00004542504,0.000002184951,0.00005256768,0.00005974452,0.00001327856],"category_scores_gemma":[0.00005959734,0.00008160684,0.00005824108,0.00004207829,0.00007994119,0.00002329717,0.00001845536,0.00007645795,0.000008455554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007338204,"about_ca_system_score_gemma":0.0000202325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002768411,"about_ca_topic_score_gemma":0.00004842874,"domain_scores_codex":[0.999065,0.00007469288,0.0002503156,0.0002031521,0.0001063341,0.0003005449],"domain_scores_gemma":[0.9993348,0.00005728574,0.0001748609,0.0001660471,0.0001595273,0.0001074545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001426083,0.0001143549,0.9960203,0.0008150404,0.000040809,0.000001424942,0.00003847167,0.000001681957,0.00007470127,0.0001704919,0.0001431221,0.001153498],"study_design_scores_gemma":[0.004916412,0.005549071,0.9881696,0.0001628041,0.000100229,0.0000233942,0.000006932293,0.0002415183,0.0000818684,0.000003155258,0.0007072553,0.0000377909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922373,0.00001736674,0.006129311,0.0003350664,0.0001757212,0.0009330415,0.00001172663,0.00005790619,0.0001025877],"genre_scores_gemma":[0.9963226,0.000003781321,0.002601867,0.0007281093,0.00005051716,0.0002252296,0.00003732332,0.00001526277,0.00001530741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007850752,"threshold_uncertainty_score":0.332783,"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."}}