{"id":"W4211175126","doi":"10.1016/s0140-6736(19)31894-x","title":"Acute liver failure","year":2019,"lang":"en","type":"review","venue":"The Lancet","topic":"Drug-Induced Hepatotoxicity and Protection","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":809,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Cancer Institute; Genentech; Novo Nordisk; Sanofi; University of South Carolina; Southwestern Medical Foundation; National Institute of Diabetes and Digestive and Kidney Diseases; Mallinckrodt Pharmaceuticals; U.S. Food and Drug Administration; Bristol-Myers Squibb","keywords":"Medicine; Liver failure; Liver transplantation; Cirrhosis; Liver injury; Liver disease; Chronic liver disease; Internal medicine; Intensive care medicine; Viral hepatitis; Autoimmune hepatitis; Gastroenterology; Hepatitis; Transplantation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003925409,0.0007892983,0.001286165,0.001321917,0.0002513775,0.0009677408,0.0004170982,0.0007499858,0.008405829],"category_scores_gemma":[0.0007847684,0.0001505789,0.0004350998,0.001282561,0.0004171099,0.0005619818,0.0007116714,0.001783137,0.00371648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004034675,"about_ca_system_score_gemma":0.001144914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001257282,"about_ca_topic_score_gemma":0.002991685,"domain_scores_codex":[0.9997646,0.00005299156,0.00002884307,0.00003865486,0.00007878908,0.00003617127],"domain_scores_gemma":[0.9997,0.00008869307,0.00007522002,0.00001444322,0.00007035591,0.00005144305],"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":[0.0002149705,0.00006128843,0.000356406,0.01162178,0.0001398998,0.0005527306,0.00002806479,0.0001273488,0.0008784283,0.002664538,0.1078453,0.8755093],"study_design_scores_gemma":[0.0002408133,0.0002579529,0.003139082,0.01158547,0.000267359,0.00611506,0.00006585578,0.0001088645,0.0003860991,0.003178278,0.9746194,0.00003571929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001184509,0.9940795,0.0001704164,0.0006520631,0.0009334882,0.00001119064,0.000049394,0.0000174799,0.003968133],"genre_scores_gemma":[0.002865606,0.9905459,0.000303796,0.002094288,0.001438552,0.00001721619,0.0001286976,0.000003486691,0.002602473],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008405829,"threshold_uncertainty_score":0.02812034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3953703379579782,"score_gpt":0.500046169497749,"score_spread":0.1046758315397708,"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."}}