{"id":"W4417524340","doi":"10.1016/j.sleh.2025.11.010","title":"Within- and between-person associations of sleep characteristics with daily cognitive performance in a community-based sample of older adults","year":2025,"lang":"en","type":"article","venue":"Sleep Health","topic":"Sleep and related disorders","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute on Aging; York University; University of Pennsylvania; University of Miami; Georgia State University; Social Science Research Institute, Pennsylvania State University; Harvard T.H. Chan School of Public Health; Pennsylvania State University; National Institutes of Health; National Science Foundation","keywords":"Sleep (system call); Effects of sleep deprivation on cognitive performance; Cognition; Psychological intervention; Ambulatory; Sample (material); Cognitive impairment; Sleep loss","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005656125,0.0001380122,0.0004123924,0.0002701905,0.0001629989,0.000005005911,0.0001062562,0.0001470127,0.00002425243],"category_scores_gemma":[0.00009117253,0.0001260132,0.00002996636,0.00051907,0.0001669229,0.00004251845,0.00001796136,0.0005361288,0.000002314838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005784,"about_ca_system_score_gemma":0.0001359399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004408656,"about_ca_topic_score_gemma":0.0008682329,"domain_scores_codex":[0.9985688,0.0004049775,0.0004525998,0.0001735011,0.0001352873,0.0002648197],"domain_scores_gemma":[0.9984405,0.0007502803,0.0003894325,0.0002156856,0.0001389033,0.00006516714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003327358,0.0006128001,0.9554206,0.0004444848,0.0002716329,5.610016e-7,0.02485635,0.00001178797,0.000001372487,0.0002794648,0.00002469347,0.0177435],"study_design_scores_gemma":[0.005573118,0.0006366969,0.9816387,0.0009285476,0.00009964292,3.681585e-7,0.01056141,0.0003832463,0.00003291559,0.00002224727,0.00001464234,0.0001084492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959678,0.0002945426,0.001087058,0.0003604412,0.0001375081,0.0005227448,0.0003542473,0.00002157562,0.001254075],"genre_scores_gemma":[0.9986833,0.00003776654,0.0002743077,0.0006308599,0.000008970271,0.00002802878,0.0003040713,0.00001427859,0.00001844477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02621809,"threshold_uncertainty_score":0.6664598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02171716341961932,"score_gpt":0.3101713161122096,"score_spread":0.2884541526925903,"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."}}