{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008627035,0.0009796106,0.0008370043,0.002356254,0.001213343,0.001926197,0.001401504,0.0008560556,0.1497639],"category_scores_gemma":[0.004596915,0.000136724,0.0007255106,0.002149386,0.0003620547,0.001307928,0.001714766,0.001205084,0.05705936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001273872,"about_ca_system_score_gemma":0.002090172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01085646,"about_ca_topic_score_gemma":0.01227213,"domain_scores_codex":[0.9990643,0.0001184737,0.0001274606,0.0001495501,0.0003285259,0.0002118578],"domain_scores_gemma":[0.9987673,0.00009991433,0.0001586436,0.0001177617,0.0006020924,0.0002544239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000607904,0.0003899187,0.04858864,0.001235372,0.0002045024,0.0009581287,0.000333677,0.0001888233,0.0002955159,0.004118986,0.4656005,0.4774781],"study_design_scores_gemma":[0.0002584214,0.0005190643,0.1371582,0.001777783,0.0002311826,0.004809028,0.0004960876,0.0002980391,0.0003803162,0.01158369,0.8423949,0.00009319944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0454074,0.02269207,0.002713536,0.01317018,0.002613943,0.001696751,0.06045831,0.001466188,0.8497815],"genre_scores_gemma":[0.3776941,0.02480393,0.005079386,0.01341814,0.002892679,0.002251899,0.07042775,0.0003062482,0.5031258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1497639,"threshold_uncertainty_score":0.5010103,"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."}}