{"id":"W3034007969","doi":"10.1093/ndt/gfaa139.so043","title":"SO043MALNUTRITION-INFLAMMATION IS A RISK FACTOR FOR BRAIN ATROPHY RELATIVE COGNITIVE IMPAIRMENT IN MAINTENANCE DIALYSIS PATIENTS","year":2020,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Brain size; Atrophy; Voxel-based morphometry; White matter; Hyperintensity; Cognition; Dialysis; Internal medicine; Trail Making Test; Montreal Cognitive Assessment; Cardiology; Magnetic resonance imaging; Radiology; Neuropsychology; Cognitive impairment; Psychiatry","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":[0.000311893,0.0002371867,0.0003155494,0.0005311655,0.0006013703,0.0004819719,0.0001786624,0.0002606025,0.00210073],"category_scores_gemma":[0.0009159357,0.0001457248,0.0004604319,0.0007064298,0.0001608204,0.0002482781,0.0002507874,0.000484729,0.0001430689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000252376,"about_ca_system_score_gemma":0.0003339725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002995625,"about_ca_topic_score_gemma":0.0032725,"domain_scores_codex":[0.9997763,0.00004552416,0.00004885958,0.00004292027,0.00005030667,0.00003614318],"domain_scores_gemma":[0.9995813,0.00005053741,0.0002171661,0.00001902378,0.00006932571,0.00006272638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001847354,0.00005182877,0.9970291,0.00002744098,0.00005746144,0.0001202324,0.000048109,0.00002156779,0.0003381042,0.00002159921,0.0001218253,0.001977973],"study_design_scores_gemma":[0.00001026183,0.0001217883,0.9983424,0.00001455313,0.00007731353,0.0005572545,0.0001153367,0.0002513923,0.0001406255,0.00006743805,0.0002973799,0.000004254694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976234,0.00118935,0.0001540827,0.0001131009,0.00001416816,0.000009540248,0.0002209886,0.00000558765,0.0006697333],"genre_scores_gemma":[0.9993932,0.0001574665,0.0001063963,0.00003696228,0.00001870806,0.000007937696,0.0001142951,9.336303e-7,0.0001641646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002995625,"threshold_uncertainty_score":0.007027686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328986155078111,"score_gpt":0.2766206292374554,"score_spread":0.2633307676866743,"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."}}