{"id":"W4313418769","doi":"10.1056/nejmra2207599","title":"Alcohol-Associated Hepatitis","year":2022,"lang":"en","type":"review","venue":"New England Journal of Medicine","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":232,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Epidemiology; Liver transplantation; Medicine; Hepatitis; Pathophysiology; Alcoholic hepatitis; Intensive care medicine; Immunology; Transplantation; Internal medicine; Alcoholic liver disease; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002559075,0.0003933949,0.003597393,0.000722335,0.0001158803,0.000008638128,0.0002326982,0.0002531565,0.008664794],"category_scores_gemma":[0.002470037,0.0002484191,0.000538467,0.0005096441,0.00009201589,0.00005194134,0.00004891831,0.002062853,0.00004589753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005359544,"about_ca_system_score_gemma":0.001947528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000152366,"about_ca_topic_score_gemma":0.00002881086,"domain_scores_codex":[0.9961318,0.0005855924,0.001621372,0.0002213243,0.001092019,0.0003478267],"domain_scores_gemma":[0.9957597,0.001131662,0.001811258,0.0002893846,0.0001813388,0.0008266149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001049446,0.00006889118,0.0001872042,0.004681634,0.0004755432,0.00132936,0.000163484,1.218923e-7,3.487513e-7,0.00003246039,0.0661846,0.9267714],"study_design_scores_gemma":[0.02585848,0.00228895,0.000232474,0.02086394,0.00378139,0.0080279,0.00001249935,0.00000152475,6.0658e-8,0.00003508483,0.9387329,0.0001648479],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000064074,0.9923956,0.00002252326,0.002290531,0.002033087,0.0005591318,0.00001016618,0.00003067877,0.002594206],"genre_scores_gemma":[0.000053495,0.9896763,0.00008329623,0.001459229,0.005996496,0.000008986184,0.0001515753,0.00006790331,0.002502702],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9266065,"threshold_uncertainty_score":0.9999968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.226493368818612,"score_gpt":0.4460095396152419,"score_spread":0.2195161707966299,"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."}}