{"id":"W3186347831","doi":"10.1093/ndt/gfab226","title":"Mild to moderate decrease in eGFR and cognitive decline in older adults","year":2021,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute on Aging; Canadian Institutes of Health Research","keywords":"Medicine; Renal function; Cognitive decline; Internal medicine; Alzheimer's Disease Neuroimaging Initiative; Kidney disease; Neuropsychology; Cohort; Observational study; Epidemiology; Cognition; Gerontology; Oncology; Cognitive impairment; Disease; Dementia; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001287442,0.0003108558,0.0004912721,0.0008004415,0.0003381003,0.0006320818,0.0004093586,0.0004382906,0.0009903805],"category_scores_gemma":[0.004505254,0.0001544877,0.0005187658,0.000874339,0.0002449716,0.0004858556,0.0004373605,0.0007063212,0.0001819163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002808352,"about_ca_system_score_gemma":0.0003724887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005294434,"about_ca_topic_score_gemma":0.006006083,"domain_scores_codex":[0.9995217,0.0001112331,0.00008232416,0.0001021134,0.0001180678,0.00006457594],"domain_scores_gemma":[0.997587,0.0003097563,0.001363651,0.000133114,0.0002916821,0.0003147684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002146838,0.00005962804,0.9977633,0.00002561095,0.0001034351,0.00003530069,0.00002988728,0.00002818467,0.00008480578,0.00001313476,0.0001212959,0.00152072],"study_design_scores_gemma":[0.000005491579,0.00008470834,0.999624,0.00000479727,0.0000314089,0.00008098558,0.00001648232,0.00004129083,0.00001802644,0.0000209308,0.00007035352,0.000001533384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972928,0.001230668,0.00008875808,0.0001185414,0.00001759873,0.00001614156,0.0006284477,0.00001161473,0.0005953579],"genre_scores_gemma":[0.999057,0.0001984105,0.00008649011,0.00006377034,0.00003216497,0.00001142063,0.0004012482,0.000001525597,0.0001480766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005294434,"threshold_uncertainty_score":0.01052725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008433407134724952,"score_gpt":0.2649801816981261,"score_spread":0.2565467745634012,"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."}}