{"id":"W4377220341","doi":"10.1002/jcsm.13256","title":"Low muscle mass, malnutrition, sarcopenia, and associations with survival in adults with cancer in the UK Biobank cohort","year":2023,"lang":"en","type":"article","venue":"Journal of Cachexia Sarcopenia and Muscle","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sarcopenia; Bioelectrical impedance analysis; Malnutrition; Medicine; Body mass index; Internal medicine; Interquartile range; Cohort; Cancer; Proportional hazards model; Cohort study; Gerontology; Endocrinology","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":[0.00117407,0.0001487756,0.0004410085,0.000332188,0.0001293396,0.00005775297,0.00009653466,0.00008139916,0.00007800979],"category_scores_gemma":[0.00005643221,0.00009557569,0.00003708206,0.000757252,0.00009437963,0.0001869728,0.00002020959,0.000480961,0.000003214574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000123764,"about_ca_system_score_gemma":0.0002590982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004900594,"about_ca_topic_score_gemma":0.003409403,"domain_scores_codex":[0.99841,0.0001380553,0.000473604,0.000195208,0.000466524,0.000316574],"domain_scores_gemma":[0.9990895,0.0001705486,0.0002336005,0.0001308751,0.0002103477,0.0001650898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008586795,0.0002126224,0.9854817,0.0003547847,0.00005307105,0.0004337151,0.001994247,0.00001241404,0.001044447,0.0000944068,0.00218975,0.007270094],"study_design_scores_gemma":[0.007519191,0.0003929191,0.985119,0.001687348,0.00007061141,0.0001160108,0.00200332,0.00007581706,0.00008240614,0.0001435929,0.002663768,0.0001260533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829713,0.001651681,0.00001976426,0.01413144,0.00009195813,0.0005559663,0.00003810014,0.00001335909,0.0005264479],"genre_scores_gemma":[0.9943556,0.003720156,0.0006803643,0.0009022977,0.0001658603,0.00003909286,0.00001713448,0.0000213542,0.00009810892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01322914,"threshold_uncertainty_score":0.3897463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02071253267086114,"score_gpt":0.3018853134456858,"score_spread":0.2811727807748247,"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."}}