{"id":"W4411628381","doi":"10.34067/kid.0000000880","title":"Cognitive Impairment","year":2025,"lang":"en","type":"article","venue":"Kidney360","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Occupational Safety and Health; National Institute of Diabetes and Digestive and Kidney Diseases; Centers for Disease Control and Prevention; National Institute on Aging; National Institutes of Health","keywords":"Medicine; Montreal Cognitive Assessment; Internal medicine; Dementia; Cognitive decline; Depression (economics); Cohort; Proportional hazards model; Prospective cohort study; Kidney disease; Renal function; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007087307,0.00008956467,0.0001482138,0.00008933547,0.00003743424,0.000009576582,0.00004689592,0.00005485279,0.0005327961],"category_scores_gemma":[0.000353824,0.00007830917,0.00006193343,0.0001937502,0.00005151986,0.00002979663,0.00004004443,0.0001291901,0.000418068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006964706,"about_ca_system_score_gemma":0.0001935617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002716845,"about_ca_topic_score_gemma":0.000004052798,"domain_scores_codex":[0.9993604,0.000014834,0.0001299927,0.0001753239,0.0001396092,0.0001797699],"domain_scores_gemma":[0.9995126,0.00006192311,0.00001897623,0.0001762476,0.00009126373,0.0001389804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004311293,0.0007179504,0.06537583,0.0003789313,0.0003945238,0.0001957982,0.0008894271,5.520387e-7,0.00233665,0.002047911,0.8771652,0.05006608],"study_design_scores_gemma":[0.015084,0.0009277267,0.5217644,0.002853391,0.0005952047,0.0001210448,0.001124575,0.0003410023,0.04473241,0.002389228,0.4096489,0.0004181219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3627124,0.0006219091,0.001640182,0.0516455,0.001201189,0.001379165,0.0000603704,0.0004166274,0.5803226],"genre_scores_gemma":[0.9369054,0.00001825706,0.0004315796,0.00982093,0.00008472816,0.00003671254,0.00003885772,0.000009461112,0.05265405],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.574193,"threshold_uncertainty_score":0.5833744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334246021918846,"score_gpt":0.3067543456932881,"score_spread":0.2934118854740997,"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."}}