{"id":"W4404763084","doi":"10.1002/dad2.70044","title":"Lower estimated glomerular filtration rate relates to cognitive impairment and brain alterations","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital; Montreal Neurological Institute and Hospital; Université Laval; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Parkinson Canada; Alzheimer Society; Fondation Brain Canada","keywords":"Brain size; Hyperintensity; Brain Structure and Function; Cohort; Cognitive decline; Medicine; Magnetic resonance imaging; Cognition; Oncology; Dementia; Framingham Heart Study; Internal medicine; Effects of sleep deprivation on cognitive performance; Neuroimaging; Renal function; Framingham Risk Score; Body mass index; Brain morphometry; White matter; Disease; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000399408,0.0002232262,0.0002539433,0.0006478766,0.0002955153,0.0005441529,0.0002690576,0.0003215518,0.002182715],"category_scores_gemma":[0.001754975,0.000130653,0.0002909739,0.0007851817,0.0002455633,0.0002303742,0.0002932244,0.0004228492,0.0001561273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002216637,"about_ca_system_score_gemma":0.0003105196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006998535,"about_ca_topic_score_gemma":0.007302097,"domain_scores_codex":[0.9997976,0.00003611535,0.00001437272,0.00007217152,0.00004551866,0.00003415767],"domain_scores_gemma":[0.9990489,0.0001775414,0.0005053648,0.00007165513,0.0001026828,0.00009394345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001169312,0.00001553717,0.9979937,0.00001082472,0.0001103635,0.00005322368,0.0000344775,0.00004478883,0.0002887206,0.00002213262,0.00005831591,0.001251016],"study_design_scores_gemma":[0.000001381468,0.00001672059,0.9996014,0.000002976268,0.00002661512,0.00009746796,0.00001633152,0.00007994864,0.00006244258,0.00003927178,0.00005407373,0.000001339888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986011,0.0003607585,0.0001214762,0.00004451053,0.000004064847,0.000003366057,0.0004077578,0.000005081291,0.0004518403],"genre_scores_gemma":[0.9993935,0.00009219565,0.00009369621,0.00001329337,0.000007215057,0.000002678824,0.0002402519,0.000001387054,0.0001557648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006998535,"threshold_uncertainty_score":0.0139156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0275382598476452,"score_gpt":0.3485887898721912,"score_spread":0.321050530024546,"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."}}