{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003339871,0.0001780092,0.0002457984,0.0006726666,0.00037697,0.0004839759,0.0001839741,0.0003202562,0.001511513],"category_scores_gemma":[0.001628085,0.0001803968,0.0002884026,0.001073999,0.0002992096,0.0003218837,0.000448839,0.0004104946,0.000127529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001810421,"about_ca_system_score_gemma":0.0002579798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002130673,"about_ca_topic_score_gemma":0.003121251,"domain_scores_codex":[0.9997028,0.00008072385,0.00004206082,0.00006378728,0.00005561175,0.00005494702],"domain_scores_gemma":[0.9988372,0.0001411721,0.0007160791,0.000046785,0.00007360257,0.0001852342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003771632,0.000006373758,0.9994028,0.000003715183,0.00001202324,0.00002776061,0.00001168119,0.00001130406,0.00005825928,0.000005192916,0.00002091656,0.0004021406],"study_design_scores_gemma":[0.000003167222,0.00004157095,0.9992786,0.000005762154,0.00001726662,0.000325422,0.00009657005,0.0001389826,0.00002393769,0.00002105488,0.00004596494,0.000001655608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994387,0.0001503432,0.00004309532,0.00002934465,0.000002194687,0.000004126549,0.0001110229,0.000002193745,0.0002189605],"genre_scores_gemma":[0.9997665,0.00004916934,0.00003304831,0.000009193775,0.000003923838,0.00000337149,0.0001091018,4.660225e-7,0.00002516598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002130673,"threshold_uncertainty_score":0.0050565,"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."}}