{"id":"W2465901264","doi":"10.14283/jfa.2014.1","title":"AGE, OBESITY, SARCOPENIA, AND PROXIMITY TO DEATH EXPLAIN REDUCED MEAN MUSCLE ATTENUATION IN PATIENTS WITH ADVANCED CANCER","year":2014,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Sarcopenia; Wasting; Skeletal muscle; Cachexia; Cancer; Adipose tissue; Internal medicine; Lumbar; Surgery","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":[0.0008928974,0.00009015469,0.0002464831,0.0001421573,0.0001065388,0.00001617089,0.00008035097,0.00002409305,0.00001502884],"category_scores_gemma":[0.00007944499,0.00005883232,0.00001936993,0.0001626313,0.00002349021,0.0001780702,0.00002942751,0.0002889684,0.000001316809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001296622,"about_ca_system_score_gemma":0.00005566156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001065703,"about_ca_topic_score_gemma":0.0001885359,"domain_scores_codex":[0.9989902,0.0001245935,0.0003014235,0.00009709367,0.0003020426,0.0001846444],"domain_scores_gemma":[0.9992875,0.00007067157,0.0001996485,0.0001244969,0.0001657808,0.0001518757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001129146,0.0002413704,0.836087,0.0002100384,0.00002819952,0.00001382922,0.006773386,0.000175035,0.005955415,0.00004990273,0.000336443,0.1490003],"study_design_scores_gemma":[0.003854328,0.0003793413,0.9921043,0.001442061,0.00004138714,0.00001351024,0.0001951618,0.0001076306,0.0008578083,0.0002337602,0.0006936619,0.0000770318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931311,0.0001302648,0.0009547944,0.005155465,0.00009452501,0.0003727154,0.000001335315,0.00000847582,0.0001513023],"genre_scores_gemma":[0.9938698,0.00006884545,0.004079919,0.00180535,0.0001206437,0.000004919961,0.000001548012,0.0000129674,0.000035986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1560173,"threshold_uncertainty_score":0.2399112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03596789228123147,"score_gpt":0.3264346459509721,"score_spread":0.2904667536697406,"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."}}