{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007308892,0.000219648,0.0002989506,0.000793156,0.0002963747,0.0005118357,0.0002747717,0.0003223477,0.00121562],"category_scores_gemma":[0.002851869,0.0001190742,0.0004589216,0.0007527098,0.000221709,0.0004235202,0.0004126574,0.0003221722,0.0001204039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003617156,"about_ca_system_score_gemma":0.0003271599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01608209,"about_ca_topic_score_gemma":0.02339893,"domain_scores_codex":[0.9997452,0.00005195619,0.00004500646,0.0000653221,0.00004956101,0.00004288776],"domain_scores_gemma":[0.9985566,0.0002301788,0.0008014934,0.00005934322,0.0001466463,0.0002058197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009959484,0.00002484188,0.9984622,0.00001313244,0.00006230804,0.00002492518,0.00005219061,0.00002229236,0.00004092837,0.000007188823,0.00004349313,0.001147048],"study_design_scores_gemma":[0.000003494257,0.00005886507,0.99972,0.00000470901,0.00001580821,0.00004450684,0.00005775328,0.00004010859,0.000008424223,0.00001077861,0.00003460981,8.680681e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998226,0.00102783,0.000020598,0.00004190143,0.000005647707,0.000005035732,0.0003846535,0.000001564687,0.0002867373],"genre_scores_gemma":[0.9993085,0.0002194577,0.00003019712,0.00002695574,0.00001036345,0.000003532801,0.0002997697,4.806714e-7,0.0001007747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01608209,"threshold_uncertainty_score":0.03197694,"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."}}