{"id":"W2137792147","doi":"10.1111/liv.12373","title":"Validation of the five‐variable Model for End‐stage Liver Disease (5vMELD) for prediction of mortality on the liver transplant waiting list","year":2013,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Heritage Foundation for Medical Research","keywords":"Medicine; Liver disease; Albumin; Internal medicine; Hazard ratio; Model for End-Stage Liver Disease; Proportional hazards model; Gastroenterology; Serum albumin; Hypoalbuminemia; Liver transplantation; Surgery; Confidence interval; Transplantation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001873905,0.0001169001,0.000131147,0.00005334246,0.00009591318,0.00001830698,0.0001718033,0.00005163471,0.0004475731],"category_scores_gemma":[0.00004454598,0.00007600575,0.0001985909,0.00005452321,0.00007229466,0.0002228665,0.00001459473,0.00007899441,0.000003889775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004424509,"about_ca_system_score_gemma":0.000097294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004081541,"about_ca_topic_score_gemma":0.00001174134,"domain_scores_codex":[0.9989308,0.00003798699,0.0003048826,0.0001992124,0.0004051701,0.0001219564],"domain_scores_gemma":[0.9988908,0.0002886266,0.0001819278,0.000200048,0.0003779031,0.0000606571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.009872962,0.004185081,0.3853741,0.00766567,0.006436806,0.00002142724,0.02001714,0.03859172,0.06488548,0.4508343,0.009201212,0.002914035],"study_design_scores_gemma":[0.001255563,0.00008497334,0.1191164,0.0003062549,0.0007943242,0.000001642768,0.00007575208,0.860087,0.01702265,0.001114803,0.0000667106,0.00007398623],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608135,0.00005163008,0.02935351,0.0004694684,0.0002494431,0.001730482,0.006629263,0.00002135014,0.0006813356],"genre_scores_gemma":[0.9966812,0.00007681509,0.0004430094,0.0002668358,0.0001572636,0.0002634755,0.0009652184,0.00001417332,0.001132007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8214952,"threshold_uncertainty_score":0.4900611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04775209203674148,"score_gpt":0.2667111193515402,"score_spread":0.2189590273147987,"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."}}