{"id":"W2118558111","doi":"10.1200/jco.2012.45.2722","title":"Cancer Cachexia in the Age of Obesity: Skeletal Muscle Depletion Is a Powerful Prognostic Factor, Independent of Body Mass Index","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":2658,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Underweight; Body mass index; Overweight; Obesity paradox; Cachexia; Weight loss; Internal medicine; Cancer; Obesity; Skeletal muscle; Lung cancer; Univariate analysis; Multivariate analysis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005376516,0.0002962174,0.0002391126,0.0004312694,0.0003111665,0.0003994809,0.0002870169,0.0003316506,0.000621953],"category_scores_gemma":[0.002468226,0.0001168919,0.0001621072,0.0004721453,0.0004850749,0.0001936591,0.000293195,0.0003910728,0.0001149744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003577501,"about_ca_system_score_gemma":0.0006765334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01785358,"about_ca_topic_score_gemma":0.03059225,"domain_scores_codex":[0.9998337,0.00004568709,0.00001127864,0.00002174924,0.00005601095,0.00003148655],"domain_scores_gemma":[0.9987771,0.0002389844,0.0005466563,0.00006064004,0.0001600525,0.0002166942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009267614,0.000006073982,0.9984681,0.000004379989,0.00001464232,0.00003311265,0.00001047638,0.00004205738,0.0001825938,0.000004286511,0.000043148,0.001098391],"study_design_scores_gemma":[0.00000410442,0.00006474651,0.9989261,0.000006036025,0.00002851857,0.0003069883,0.00003992338,0.0004238986,0.00006797189,0.00002041648,0.000109239,0.000002092013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986016,0.0007910749,0.0001270584,0.000103088,0.000006419952,0.000005543493,0.00007983092,0.000004351934,0.0002811037],"genre_scores_gemma":[0.9996106,0.0001234799,0.00007658653,0.00001546601,0.00001194272,0.000001493114,0.0000991436,6.350051e-7,0.00006070829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01785358,"threshold_uncertainty_score":0.03549933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179012815893561,"score_gpt":0.4682270623116528,"score_spread":0.3503257807222967,"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."}}