{"id":"W4380626386","doi":"10.1093/ndt/gfad063c_3517","title":"#3517 BRAIN MAGNETIC RESONANCE IMAGING AND COGNITIVE FUNCTION IN PATIENTS RECEIVING HEMODIALYSIS","year":2023,"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":"Montreal Cognitive Assessment; Medicine; Cognition; Hyperintensity; Verbal fluency test; Dialysis; Kidney disease; Logistic regression; Effects of sleep deprivation on cognitive performance; Internal medicine; Magnetic resonance imaging; Cognitive test; Cognitive decline; Audiology; Dementia; Psychiatry; Disease; Neuropsychology; Cognitive impairment; Radiology","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":[0.0003180648,0.0001912392,0.0003330075,0.0005360569,0.0004501014,0.0004962462,0.0001945399,0.0003784082,0.00291869],"category_scores_gemma":[0.001726617,0.00009985582,0.0002520017,0.0007244725,0.0001914178,0.0003353938,0.0002216477,0.0005560221,0.0003641458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002315053,"about_ca_system_score_gemma":0.0003173844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003517275,"about_ca_topic_score_gemma":0.002864235,"domain_scores_codex":[0.9998053,0.00003870173,0.00003296743,0.00004158049,0.00004323423,0.00003822327],"domain_scores_gemma":[0.9991205,0.0001835768,0.0003563311,0.00003478618,0.0001007412,0.0002039325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001058114,0.00004672396,0.9981487,0.00001125249,0.00002600791,0.0000771667,0.00002410218,0.00001619572,0.0000878276,0.00001110817,0.0001970047,0.001248015],"study_design_scores_gemma":[0.00001053789,0.0001164257,0.9990973,0.000007708414,0.00002501054,0.0002885238,0.00007200469,0.0000984671,0.00002568832,0.00003781693,0.0002181084,0.000002372366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980952,0.0005301384,0.00004292442,0.0001570743,0.00002590248,0.000006059051,0.000441117,0.000003211549,0.0006983566],"genre_scores_gemma":[0.999122,0.0001510538,0.0000471131,0.00007722794,0.00004807019,0.000007126941,0.0003240815,0.00000118844,0.0002221287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003517275,"threshold_uncertainty_score":0.009764016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008485623762873908,"score_gpt":0.2637385536927892,"score_spread":0.2552529299299153,"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."}}