{"id":"W2620060506","doi":"10.1093/ndt/gfx148.sp422","title":"SP422BODY COMPOSITION IS ASSOCIATED WITH QUALITY OF LIFE AND COGNITIVE STATUS IN PATIENTS WITH CHRONIC RENAL FAILURE","year":2017,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Chronic renal failure; Quality of life (healthcare); Cognition; Kidney disease; Internal medicine; Hemodialysis; Intensive care medicine; Gerontology; Psychiatry; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003920014,0.0003068372,0.0003491159,0.0005426529,0.0003615387,0.0004341123,0.0001555728,0.0003794229,0.002389596],"category_scores_gemma":[0.00120135,0.0000968498,0.0003213321,0.0006120472,0.0001659182,0.0002033773,0.0003042023,0.0003840081,0.000217053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000140979,"about_ca_system_score_gemma":0.0001603919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001296201,"about_ca_topic_score_gemma":0.001269066,"domain_scores_codex":[0.999823,0.0000463498,0.00002396277,0.00002851844,0.00004342885,0.00003473304],"domain_scores_gemma":[0.9994498,0.00008769151,0.0002538062,0.00002186669,0.00008190634,0.0001050144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001760981,0.00006731831,0.9974731,0.00001645723,0.0000709696,0.00005878409,0.00003250173,0.00003762609,0.0002498516,0.000007515048,0.0000842481,0.001725567],"study_design_scores_gemma":[0.000005428845,0.0001009782,0.9994147,0.000005142678,0.0000241174,0.0001263062,0.00003903312,0.0001295855,0.00004137067,0.00002301555,0.00008834635,0.000001958448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986524,0.0005101492,0.00007479766,0.00006236718,0.00001025935,0.000005479335,0.0001713026,0.000003939363,0.0005094223],"genre_scores_gemma":[0.9995703,0.00006960319,0.00004932142,0.00002297236,0.00001194962,0.000005624859,0.0001194384,6.111163e-7,0.000150239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002389596,"threshold_uncertainty_score":0.007994056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01009093035888194,"score_gpt":0.2593882917342519,"score_spread":0.2492973613753699,"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."}}