{"id":"W2593939817","doi":"10.1002/lt.24750","title":"A multicenter study to define sarcopenia in patients with end‐stage liver disease","year":2017,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":477,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute on Aging","keywords":"Medicine; Sarcopenia; Hazard ratio; Liver transplantation; Liver disease; Retrospective cohort study; Cutoff; Lumbar; Internal medicine; Log-rank test; Model for End-Stage Liver Disease; Proportional hazards model; Surgery; Transplantation; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008726167,0.0001001057,0.0001412192,0.000112356,0.0001426109,0.00003378312,0.00007145837,0.00001790914,0.0001825108],"category_scores_gemma":[0.00001071213,0.00008425548,0.00001927652,0.00004436536,0.00002108696,0.000183073,0.000008442385,0.0001043079,0.00008428025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004631959,"about_ca_system_score_gemma":0.00002867623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005900244,"about_ca_topic_score_gemma":0.001280565,"domain_scores_codex":[0.9991758,0.00003768456,0.0001642488,0.0002161,0.0002377308,0.0001683624],"domain_scores_gemma":[0.9994302,0.00001911803,0.00005487129,0.000234212,0.00006146977,0.0002001536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005236862,0.00130723,0.987437,0.0004903429,0.00001177352,0.0005208282,0.003907088,0.000004284744,0.00001716631,0.00002072066,0.00002261512,0.001024116],"study_design_scores_gemma":[0.01076168,0.0004661313,0.987752,0.000427961,0.0001001406,9.913327e-7,0.00009066524,0.0001083403,0.00004872852,0.000001589521,0.0001449593,0.00009677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974783,0.00002541786,0.0002215388,0.000348851,0.00006435447,0.001480382,0.00007228902,0.0000238439,0.0002850379],"genre_scores_gemma":[0.9977654,0.00006777831,0.0009847265,0.000777283,0.00003131756,0.00004409604,0.0001189277,0.00001421405,0.0001962194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005524817,"threshold_uncertainty_score":0.3435839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0277082082437093,"score_gpt":0.3116958214366695,"score_spread":0.2839876131929602,"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."}}