{"id":"W4390192036","doi":"10.1002/alz.082620","title":"Poor objective sleep quality is associated with worse cognition cross‐sectionally and longitudinally in cognitively unimpaired adults","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Actigraphy; Sleep onset latency; Sleep onset; Cognition; Sleep (system call); Effects of sleep deprivation on cognitive performance; Cognitive decline; Psychology; Cohort; Polysomnography; Montreal Cognitive Assessment; Audiology; Medicine; Dementia; Psychiatry; Insomnia; Internal medicine; Cognitive impairment; Disease; Electroencephalography","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":[0.0007757968,0.0003323155,0.000328387,0.0007948205,0.0004179408,0.0007044604,0.0003622534,0.0005270063,0.001358518],"category_scores_gemma":[0.002201383,0.0002939515,0.0005191725,0.0008526126,0.000236492,0.0004128753,0.0005600394,0.0004940284,0.0002284675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001888387,"about_ca_system_score_gemma":0.000217942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00891119,"about_ca_topic_score_gemma":0.0109991,"domain_scores_codex":[0.9996444,0.00008023593,0.00006386524,0.0001015873,0.00005695671,0.00005298605],"domain_scores_gemma":[0.9982755,0.0002082935,0.000889128,0.0001708181,0.0002424603,0.0002138597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001158643,0.00002963292,0.9989628,0.000006746769,0.0001059899,0.00001817853,0.00003949133,0.00002272741,0.0001030956,0.000004323528,0.00003819201,0.0005529065],"study_design_scores_gemma":[0.000002536475,0.00006029536,0.9997482,0.000001986036,0.00001885618,0.00003593825,0.00003395336,0.00004984052,0.00001692551,0.000005661025,0.00002455197,0.000001191623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990741,0.0002628755,0.00005557784,0.00001802013,0.000004417113,0.000004853096,0.000381504,0.0000030109,0.0001955418],"genre_scores_gemma":[0.9992927,0.000070104,0.00005350756,0.00001516545,0.00000755808,0.000006924984,0.0004054535,0.000001353917,0.0001472235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00891119,"threshold_uncertainty_score":0.01771867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03195310375205558,"score_gpt":0.3169768102838215,"score_spread":0.2850237065317659,"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."}}