{"id":"W4402637104","doi":"10.1016/j.clnesp.2024.07.096","title":"Muscle dysfunction is a better predictor of survival than muscle mass and quality in patients with cancer","year":2024,"lang":"en","type":"article","venue":"Clinical Nutrition ESPEN","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Muscle mass; Oncology; Internal medicine; Cancer; Quality of life (healthcare); Quality (philosophy); Physical medicine and rehabilitation","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":[0.0006409807,0.0003490164,0.0005937166,0.0006848622,0.0005515261,0.0009094302,0.0003585947,0.0007627027,0.002491899],"category_scores_gemma":[0.0035039,0.000237027,0.0006190045,0.001347022,0.00034414,0.0006555954,0.0007159758,0.0009141266,0.0003098138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003115052,"about_ca_system_score_gemma":0.0003990035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00414973,"about_ca_topic_score_gemma":0.005584486,"domain_scores_codex":[0.9996699,0.00008729059,0.00004670163,0.00005357464,0.00005448006,0.00008805629],"domain_scores_gemma":[0.9979908,0.0003768741,0.000909832,0.00007500997,0.0002072724,0.0004400965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009970576,0.00002489966,0.9982424,0.00001044994,0.0000454349,0.00002921072,0.00001799991,0.00003284434,0.00007053926,0.000006188065,0.0001049262,0.001315471],"study_design_scores_gemma":[0.00000461213,0.0001146119,0.9992544,0.00001055298,0.00003694322,0.0001213346,0.00008631781,0.0001597472,0.0000282641,0.00003281768,0.0001473364,0.000003008005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957639,0.001919104,0.0001043028,0.0004278377,0.00005495135,0.000007588505,0.0004116771,0.000007875136,0.001302611],"genre_scores_gemma":[0.9985855,0.0004252874,0.00005852063,0.0001059857,0.00004702009,0.000004328255,0.0004299734,0.000002139081,0.0003412942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00414973,"threshold_uncertainty_score":0.008336186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09068185943124064,"score_gpt":0.4136226305540504,"score_spread":0.3229407711228098,"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."}}