{"id":"W3191914634","doi":"10.1002/lt.23863","title":"Severe muscle depletion predicts postoperative length of stay but is not associated with survival after liver transplantation","year":2014,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":296,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Sarcopenia; Liver transplantation; Cirrhosis; Internal medicine; Transplantation; Gastroenterology; Ascites; Liver disease; Etiology; Model for End-Stage Liver Disease; Body mass index; Creatinine; Autoimmune hepatitis; Surgery; Hepatitis","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":[0.0004652483,0.0002745308,0.0003234424,0.0004073064,0.0002755304,0.0004667346,0.000216592,0.0003251558,0.00150153],"category_scores_gemma":[0.00253005,0.0001796442,0.0003626324,0.0003801321,0.0003027389,0.0002922291,0.0003656962,0.0004793148,0.0002165438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001349259,"about_ca_system_score_gemma":0.0002261427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001519695,"about_ca_topic_score_gemma":0.002074252,"domain_scores_codex":[0.9997641,0.00007051937,0.000039276,0.00003304243,0.00003928117,0.00005367569],"domain_scores_gemma":[0.9976594,0.000439391,0.001042318,0.0001111278,0.0001504277,0.0005972521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009160661,0.00000864613,0.9990572,0.000002981038,0.00002054448,0.00003237246,0.000009899347,0.00003714959,0.0001168679,0.000002743272,0.00002730884,0.0005926554],"study_design_scores_gemma":[0.000003934068,0.00008250974,0.9993055,0.000004144857,0.00001576979,0.0001701538,0.00003894623,0.0002920541,0.00003282211,0.00001186539,0.00004018083,0.000002141579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999537,0.0001573273,0.00006394162,0.00003578808,0.000005594327,0.000001431396,0.00004077869,0.000002390971,0.000155702],"genre_scores_gemma":[0.9998139,0.00003313439,0.00002004507,0.00001049287,0.000007901438,0.000001205302,0.0000685819,7.584168e-7,0.00004402603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001519695,"threshold_uncertainty_score":0.005023122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02134431110644637,"score_gpt":0.2566160121478815,"score_spread":0.2352717010414352,"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."}}