{"id":"W3033069310","doi":"10.1093/ndt/gfaa142.p1501","title":"P1501KIDNEY FAILURE AND BRAIN FUNCTION DECLINE","year":2020,"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; Montreal Cognitive Assessment; Hemodialysis; Population; Kidney disease; Cognition; Internal medicine; Cognitive impairment; Clinical significance; Mini–Mental State Examination; Cognitive decline; Physical therapy; Disease; Gerontology; Dementia; Psychiatry; Environmental health","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":[0.0002711226,0.0002807608,0.0003379854,0.0005996382,0.0003135483,0.0004876816,0.0002283775,0.0002422924,0.003793158],"category_scores_gemma":[0.001020149,0.00008078239,0.0001785292,0.000453741,0.0001866878,0.0002677689,0.0002936818,0.0003895407,0.0003573675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002117404,"about_ca_system_score_gemma":0.0002763293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001593315,"about_ca_topic_score_gemma":0.001403287,"domain_scores_codex":[0.9998338,0.00002993942,0.00002218747,0.00003650958,0.00003965466,0.00003781349],"domain_scores_gemma":[0.9994292,0.00007407305,0.0002917142,0.00001288151,0.00006349553,0.000128738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002887386,0.00008886531,0.9935546,0.00005265859,0.00005355123,0.0003996566,0.00005003262,0.00003756054,0.0003095003,0.00003030441,0.0003419461,0.004792647],"study_design_scores_gemma":[0.000005940391,0.000123129,0.9983322,0.00001708482,0.00002051319,0.0009995949,0.00005195812,0.00008904246,0.00006595576,0.00004400403,0.0002479045,0.000002653187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963732,0.001774532,0.0000708933,0.00008617916,0.00001707963,0.000007563236,0.0004012416,0.000004470074,0.001264715],"genre_scores_gemma":[0.9989767,0.0003391387,0.00003843604,0.0000233538,0.00001652608,0.000005841024,0.0002489426,8.209084e-7,0.0003502369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003793158,"threshold_uncertainty_score":0.01268935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01080775766476541,"score_gpt":0.2379157463099311,"score_spread":0.2271079886451657,"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."}}