{"id":"W4388519532","doi":"10.1093/geront/gnad152","title":"Sleep Disorders and Cognitive Aging Among Cognitively Impaired Versus Unimpaired Older Adults","year":2023,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Sleep and related disorders","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Ministerstvo Školství, Mládeže a Tělovýchovy; European Commission; Harvard T.H. Chan School of Public Health; Pennsylvania State University; Small Business Innovation Research; University of Pennsylvania; National Institute on Aging; Boston College; National Institutes of Health; National Science Foundation","keywords":"Montreal Cognitive Assessment; Dementia; Cognition; Cognitive decline; Psychology; Neuropsychology; Insomnia; Sleep apnea; Effects of sleep deprivation on cognitive performance; Gerontology; Medicine; Audiology; Psychiatry; Cognitive impairment; Internal medicine; 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":[0.0003794261,0.000312273,0.0002824672,0.0001456307,0.000471642,0.00004886125,0.0002716142,0.0002632477,0.0005229081],"category_scores_gemma":[0.0002534705,0.0002270086,0.0001192594,0.0005171656,0.001288585,0.0001102905,0.0001357767,0.0003832756,0.0005389173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002554683,"about_ca_system_score_gemma":0.00002355097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001867021,"about_ca_topic_score_gemma":0.001814655,"domain_scores_codex":[0.997878,0.0003407918,0.0002806188,0.000563,0.0001877408,0.000749899],"domain_scores_gemma":[0.9982693,0.001048776,0.0001471508,0.000306646,0.00006572469,0.000162427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006657789,0.000673746,0.0912873,0.00006010234,0.00431052,0.0002835728,0.0837865,0.00002841393,0.00001408326,0.001808157,0.01343293,0.7976569],"study_design_scores_gemma":[0.01503116,0.000399597,0.8690539,0.0001139137,0.000594667,0.00001565421,0.1125302,0.0008912519,0.00001553126,0.0005202115,0.0002794167,0.0005545356],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620104,0.002095005,0.000161594,0.002276654,0.00124844,0.0007916804,0.00003513931,0.0006320024,0.0307491],"genre_scores_gemma":[0.9983269,0.0001850651,0.000007540421,0.0002336233,0.00008865719,0.0001651647,0.00007503309,0.00004655292,0.0008714792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7971023,"threshold_uncertainty_score":0.9257143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02250762827553479,"score_gpt":0.2985631185457078,"score_spread":0.276055490270173,"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."}}