{"id":"W4408845766","doi":"10.1097/lvt.0000000000000608","title":"Decompensated cirrhosis but low MELD—Should we wait or refer for liver transplantation?","year":2025,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Decompensation; Liver transplantation; Cirrhosis; Ascites; Hepatic encephalopathy; Internal medicine; Liver disease; Transplantation; Creatinine; Encephalopathy; Hepatorenal syndrome; Gastroenterology; Intensive care medicine; Bilirubin","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":[0.002450891,0.0003415325,0.001292167,0.0006757671,0.001698741,0.002312505,0.001212283,0.003918319,0.008862698],"category_scores_gemma":[0.01229437,0.0002212396,0.0007903245,0.0007224779,0.001319616,0.00547107,0.001014741,0.008021338,0.003171321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218105,"about_ca_system_score_gemma":0.00326018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003075814,"about_ca_topic_score_gemma":0.007380592,"domain_scores_codex":[0.99915,0.0002847969,0.0001088859,0.0001327056,0.0001421818,0.0001814216],"domain_scores_gemma":[0.9946267,0.001658595,0.0006266182,0.0001296936,0.0008306394,0.002127656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00108376,0.0004673098,0.05157169,0.001454682,0.0002375632,0.005509309,0.001026865,0.0002016092,0.0008086027,0.005981131,0.4723296,0.4593279],"study_design_scores_gemma":[0.001250807,0.001858051,0.1474636,0.02729788,0.001174334,0.0438033,0.0222765,0.002054589,0.001019338,0.1324617,0.6186939,0.0006460107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01987649,0.08201255,0.001982072,0.86822,0.0203404,0.00006850901,0.0002532325,0.0001619896,0.007084826],"genre_scores_gemma":[0.2814437,0.1151741,0.006758514,0.4987329,0.08880133,0.0002577119,0.00116866,0.0002073194,0.007455723],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.008862698,"threshold_uncertainty_score":0.02964872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03608770893079447,"score_gpt":0.3028833411866504,"score_spread":0.266795632255856,"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."}}