{"id":"W4411599264","doi":"10.1097/tp.0000000000005451","title":"Management of the Acute Liver Failure Patient and the Role of Liver Transplantation","year":2025,"lang":"en","type":"article","venue":"Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Alberta Hospital; University of Alberta","funders":"","keywords":"Liver transplantation; Medicine; Liver failure; Acute hepatic failure; Transplantation; Intensive care medicine; Gastroenterology; Internal medicine","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":[0.003354463,0.0006511994,0.001100378,0.001323621,0.001582375,0.003816417,0.001096458,0.005967636,0.01048621],"category_scores_gemma":[0.007076687,0.0001555395,0.0005875993,0.0008584772,0.002048753,0.003444081,0.002224596,0.007601919,0.001088218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002102983,"about_ca_system_score_gemma":0.003571025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001250082,"about_ca_topic_score_gemma":0.002804899,"domain_scores_codex":[0.9981976,0.0007487341,0.000131339,0.0001474192,0.0004553039,0.0003195923],"domain_scores_gemma":[0.9961628,0.0009409736,0.0004242079,0.00004398645,0.0004400508,0.001987941],"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":[0.000502479,0.0008594927,0.04415395,0.002248891,0.0001244762,0.01243104,0.002415353,0.0018377,0.001413631,0.04807134,0.3202728,0.5656689],"study_design_scores_gemma":[0.000225957,0.001111587,0.09706953,0.01842308,0.0001285552,0.05065544,0.01452804,0.001754136,0.0003691,0.06484866,0.7506579,0.0002280439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.013008,0.2541336,0.00143159,0.6548727,0.01340547,0.00003441392,0.00009290606,0.00003934302,0.06298195],"genre_scores_gemma":[0.1652418,0.5467819,0.003489823,0.1243192,0.1496744,0.0001450454,0.0002026777,0.00008107681,0.01006408],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01048621,"threshold_uncertainty_score":0.0350799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003314665298827761,"score_gpt":0.2054617939611331,"score_spread":0.2021471286623053,"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."}}