{"id":"W4280489555","doi":"10.1097/tp.0000000000004163","title":"Are MELD and MELDNa Still Reliable Tools to Predict Mortality on the Liver Transplant Waiting List?","year":2022,"lang":"en","type":"review","venue":"Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Liver disease; Waiting list; Medicine; Liver transplantation; Model for End-Stage Liver Disease; Intensive care medicine; Disease; Transplantation; Matching (statistics); Scarcity; Internal medicine; Pathology","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":[0.002108003,0.0008119812,0.002599769,0.002335245,0.0001787982,0.001621186,0.001151372,0.00108117,0.002497388],"category_scores_gemma":[0.005564215,0.0002809321,0.00147864,0.002471651,0.0005560491,0.001727881,0.0005141757,0.001908984,0.001270847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006643333,"about_ca_system_score_gemma":0.00183287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001807421,"about_ca_topic_score_gemma":0.00273683,"domain_scores_codex":[0.9992678,0.0002124391,0.0001553825,0.0001137739,0.000206445,0.00004430892],"domain_scores_gemma":[0.9974451,0.001656752,0.0002819032,0.00005203646,0.0005068391,0.00005729079],"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":[0.0001266861,0.00003353724,0.0009664299,0.02896144,0.0005231483,0.00007210911,0.00005405463,0.0002657812,0.0002821977,0.002179416,0.0189463,0.947589],"study_design_scores_gemma":[0.00007776332,0.0002693555,0.007903908,0.05822857,0.002239938,0.001807925,0.0002607627,0.000525769,0.0004857261,0.005317176,0.9227874,0.00009566129],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009882906,0.9986005,0.0001187616,0.000599171,0.0001831079,0.000003512134,0.00004466988,0.000005260099,0.0003460954],"genre_scores_gemma":[0.001000101,0.9980956,0.0002558077,0.0003002005,0.0001559698,0.00000743598,0.0000596156,0.000002006672,0.0001233996],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002599769,"threshold_uncertainty_score":0.01114833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1379329041825429,"score_gpt":0.3307870489381236,"score_spread":0.1928541447555807,"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."}}