{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002841522,0.0001968371,0.0003118245,0.0001528929,0.0001079726,0.0000158687,0.00005039714,0.0001559706,0.0002720765],"category_scores_gemma":[0.00001449042,0.0001753697,0.00006947858,0.0001806551,0.00007279621,0.0002774153,0.000002465978,0.0002206857,0.00002202838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007479295,"about_ca_system_score_gemma":0.00006780529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002532349,"about_ca_topic_score_gemma":0.0003866513,"domain_scores_codex":[0.9983545,0.0002094468,0.0003704451,0.0003097998,0.000507093,0.0002487295],"domain_scores_gemma":[0.999122,0.0001795202,0.0001473826,0.0001374103,0.0002847204,0.000128969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08509409,0.00537825,0.4493265,0.03618342,0.002076048,0.003605054,0.2605636,0.0005878261,0.1146191,0.00513065,0.000867498,0.03656797],"study_design_scores_gemma":[0.007996934,0.0010059,0.9621615,0.001263538,0.0007233628,0.0001497144,0.000321966,0.002014399,0.02387706,0.00002777798,0.0001815303,0.0002762665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863768,0.00006639959,0.01036628,0.000541868,0.0001213318,0.0006067448,0.0005465702,0.00009159689,0.001282464],"genre_scores_gemma":[0.9943283,0.001847136,0.001301889,0.00119353,0.0000763583,0.00004189966,0.0009792201,0.0000306704,0.0002009765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.512835,"threshold_uncertainty_score":0.7151371,"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."}}