{"id":"W2940853818","doi":"10.1002/jpen.1597","title":"Cancer‐Associated Malnutrition and CT‐Defined Sarcopenia and Myosteatosis Are Endemic in Overweight and Obese Patients","year":2019,"lang":"en","type":"article","venue":"Journal of Parenteral and Enteral Nutrition","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Innovates - Health Solutions; American Society for Parenteral and Enteral Nutrition Rhoads Research Foundation","keywords":"Sarcopenia; Malnutrition; Overweight; Medicine; Obesity; Cancer; Internal medicine; Intensive care medicine; Pediatrics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001531877,0.0001488265,0.0004377529,0.0002746403,0.00006198685,0.00004961639,0.00002539286,0.00006193543,0.00003526015],"category_scores_gemma":[0.00002477014,0.0001279904,0.00004338976,0.00009794706,0.00004021589,0.0003426164,0.00003397452,0.0002804817,7.928437e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001092469,"about_ca_system_score_gemma":0.00001363723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007846197,"about_ca_topic_score_gemma":0.00006485858,"domain_scores_codex":[0.9988561,0.00007395337,0.000485182,0.0001863347,0.0001946681,0.0002037586],"domain_scores_gemma":[0.9993057,0.00004319932,0.00027696,0.00004627014,0.000127213,0.0002006204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009316661,0.000528219,0.9920919,0.001065419,0.00002947164,0.00003413017,0.0002190403,9.637102e-8,0.002027095,0.00001457899,0.0009393587,0.002119009],"study_design_scores_gemma":[0.01828599,0.000928724,0.9698642,0.008041495,0.00005870121,0.0003032145,0.0002615098,0.0001670838,0.0001727085,0.0007154469,0.001068132,0.0001327909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906501,0.005112854,0.000001028142,0.003583273,0.0001998912,0.0003625714,0.00005468902,0.000007801743,0.00002775094],"genre_scores_gemma":[0.9827097,0.01610913,0.0001462357,0.0008267006,0.0001055952,0.00001127367,0.00004053198,0.00001086244,0.00003997196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02222771,"threshold_uncertainty_score":0.5219299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348941702203336,"score_gpt":0.279238350993589,"score_spread":0.2657489339715556,"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."}}