{"id":"W4377940346","doi":"10.1111/liv.15622","title":"Organ dysfunction and failure in liver disease","year":2023,"lang":"en","type":"review","venue":"Liver International","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Instituto de Salud Carlos III; Horizon 2020 Framework Programme","keywords":"Medicine; Cirrhosis; Liver transplantation; Disease; Liver disease; Alcoholic hepatitis; Organ dysfunction; Hepatitis; Gastroenterology; Intensive care medicine; Alcoholic liver disease; Sepsis; Internal medicine; Transplantation","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":[0.0007075307,0.001133415,0.001841921,0.003353489,0.0003760013,0.00116163,0.0009749519,0.0008940145,0.003919305],"category_scores_gemma":[0.001297315,0.0002293536,0.0007802277,0.003080952,0.0008076217,0.00128778,0.0008790328,0.002152384,0.001648964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008689136,"about_ca_system_score_gemma":0.001479621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002018728,"about_ca_topic_score_gemma":0.003237723,"domain_scores_codex":[0.9996027,0.00008420259,0.00008033824,0.00004729152,0.0001459585,0.0000395305],"domain_scores_gemma":[0.9994285,0.0002619597,0.0001162739,0.00001762263,0.0001377611,0.00003790755],"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":[0.00006851652,0.00005539141,0.0008215027,0.0252287,0.0002470294,0.0002692929,0.0001072662,0.0003720214,0.0002688351,0.003962725,0.05653571,0.912063],"study_design_scores_gemma":[0.00004273419,0.0001206155,0.005739948,0.02627531,0.0003872773,0.005932447,0.0002066541,0.0002028318,0.0001661623,0.005596589,0.9552861,0.00004333386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006966894,0.99871,0.00005797733,0.0002057837,0.0002533416,0.000004966255,0.00001397837,0.000004089901,0.0006800563],"genre_scores_gemma":[0.0009322242,0.9981303,0.00008243802,0.0002129894,0.0002788552,0.000006818275,0.00003958019,0.000001170583,0.0003156883],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003919305,"threshold_uncertainty_score":0.01311135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04992596742880615,"score_gpt":0.3218993104149071,"score_spread":0.2719733429861009,"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."}}