{"id":"W2913199715","doi":"10.21037/amj.2019.01.03","title":"Autoimmune hepatitis related acute and acute on chronic liver failure: lost in translation","year":2019,"lang":"en","type":"article","venue":"AME Medical Journal","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alberta Innovates - Health Solutions","keywords":"Medicine; Autoimmune hepatitis; Fulminant; Liver failure; Fulminant hepatic failure; Acute hepatitis; Chronic liver disease; Hepatitis; Immunology; Liver disease; Gastroenterology; Internal medicine; Liver transplantation; Cirrhosis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003285201,0.0001335976,0.0003055475,0.000130768,0.00006104937,0.00002678756,0.0001065164,0.0001766806,0.005391791],"category_scores_gemma":[0.00005289006,0.0001010758,0.0001014365,0.0001646757,0.0001059806,0.0001756482,0.00003089231,0.001098564,0.0003164266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001552184,"about_ca_system_score_gemma":0.0003153046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009136051,"about_ca_topic_score_gemma":0.00002204714,"domain_scores_codex":[0.9985355,0.0001148298,0.0003555331,0.0001554528,0.0005800392,0.000258602],"domain_scores_gemma":[0.9992787,0.00008575724,0.0000901979,0.0001680964,0.00004424171,0.0003329991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00232874,0.001378629,0.308057,0.0003419829,0.002572182,0.00980964,0.003678869,0.00001560352,0.0112283,0.000717364,0.00566258,0.6542091],"study_design_scores_gemma":[0.01098928,0.002918936,0.9626604,0.001774386,0.000518779,0.003722827,0.00009052803,0.01114746,0.0001740057,0.0001752843,0.005583683,0.0002444287],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891137,0.002733219,0.0000492831,0.006693721,0.0002562134,0.0002164189,0.000006784888,0.00001805981,0.0009126012],"genre_scores_gemma":[0.987424,0.01095256,0.00009469732,0.0007317223,0.0001248712,0.000001676442,0.00002686924,0.00001684553,0.0006267698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6546034,"threshold_uncertainty_score":0.9955174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007293424459345613,"score_gpt":0.2498855893459046,"score_spread":0.242592164886559,"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."}}