{"id":"W11448380","doi":"10.1155/2011/454727","title":"The Model for End-Stage Liver Disease Accurately Predicts 90-Day Liver Transplant Wait-List Mortality in Atlantic Canada","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Dalhousie University","funders":"Mayo Clinic","keywords":"Medicine; Generalizability theory; Liver transplantation; Liver disease; Cohort; Model for End-Stage Liver Disease; Receiver operating characteristic; Incidence (geometry); Area under the curve; Internal medicine; Cohort study; Demography; Transplantation; Surgery; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.00234119,0.0007546138,0.0005503042,0.0006705074,0.001096034,0.001323303,0.001233421,0.0003510698,0.002394351],"category_scores_gemma":[0.008608358,0.0002699075,0.0008916754,0.0005863796,0.0003620553,0.0004062837,0.0007624359,0.000785004,0.0004064158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0170002,"about_ca_system_score_gemma":0.02624922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9852434,"about_ca_topic_score_gemma":0.9860869,"domain_scores_codex":[0.9989698,0.0002159448,0.00005744023,0.0002193532,0.0002886405,0.0002488697],"domain_scores_gemma":[0.9967416,0.0007152136,0.0003119813,0.0001776023,0.00170409,0.0003494501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005075542,0.00006955185,0.9464414,0.00007232545,0.0003673907,0.0001439956,0.0002123988,0.02539235,0.0005331716,0.0007806852,0.006854003,0.01862513],"study_design_scores_gemma":[0.0001603062,0.0001775125,0.7019991,0.0001416174,0.0003156862,0.0002064299,0.0007632611,0.2881795,0.0005003379,0.001148211,0.006330992,0.00007704408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787462,0.0009738468,0.004827705,0.001920746,0.00008113409,0.000089154,0.004958223,0.0002440842,0.008158952],"genre_scores_gemma":[0.9946688,0.0002371784,0.00139994,0.0001963608,0.0000116282,0.00001381509,0.002171476,0.00003500788,0.001265795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0170002,"threshold_uncertainty_score":0.1233457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05184725417625057,"score_gpt":0.2461274501293136,"score_spread":0.194280195953063,"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."}}