{"id":"W2166406102","doi":"10.1002/lt.23978","title":"Severe muscle depletion predicts postoperative length of stay but is not associated with survival after liver transplantation","year":2014,"lang":"en","type":"letter","venue":"Liver Transplantation","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":236,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Sarcopenia; Liver transplantation; Contraindication; Transplantation; Liver disease; Body mass index; Cohort; Internal medicine; Model for End-Stage Liver Disease; Quartile; Surgery; Pathology; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003049489,0.0004822741,0.0007503625,0.0003487334,0.0001395791,0.00003292903,0.0001115612,0.0008601028,0.0005215664],"category_scores_gemma":[0.0000133518,0.0004378902,0.000174977,0.000226062,0.0001313331,0.0002794269,0.000004411188,0.001220416,0.0000448616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001859248,"about_ca_system_score_gemma":0.0001833557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004098915,"about_ca_topic_score_gemma":0.0002549564,"domain_scores_codex":[0.9967594,0.0004131632,0.0006891384,0.0006271853,0.001049033,0.0004620363],"domain_scores_gemma":[0.9983456,0.0003373493,0.000401647,0.0002716123,0.0005124458,0.0001313833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.08484314,0.004331966,0.07248177,0.2154979,0.0080648,0.06695975,0.209858,0.0002502537,0.01588615,0.0004831507,0.309287,0.01205616],"study_design_scores_gemma":[0.03627485,0.005059589,0.8568938,0.02094648,0.01142144,0.002472396,0.0005821973,0.001925016,0.01917761,0.00006933365,0.04224609,0.002931154],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8622676,0.0004214626,0.01018767,0.1120366,0.0007875372,0.00355117,0.007591091,0.0003848298,0.002772116],"genre_scores_gemma":[0.7736932,0.005871834,0.001114982,0.2021422,0.0008330935,0.0001506611,0.01501378,0.0001350226,0.001045232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7844121,"threshold_uncertainty_score":0.9998073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02842380841701754,"score_gpt":0.259894769766801,"score_spread":0.2314709613497835,"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."}}