{"id":"W4307113385","doi":"10.30773/pi.2022.0176","title":"Association of a History of Sleep Disorder With Risk of Mild Cognitive Impairment and Alzheimer’s Disease Dementia","year":2022,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Sleep and related disorders","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; IXICO; DoD Alzheimer's Disease Neuroimaging Initiative; H. Lundbeck A/S; Servier; Northern California Institute for Research and Education; Pfizer; Novartis Pharmaceuticals Corporation; Biogen; Eli Lilly and Company; GE Healthcare; BioClinica; Alzheimer's Disease Neuroimaging Initiative; Hallym University; Merck; Alzheimer's Drug Discovery Foundation; AbbVie; National Institute on Aging; Alzheimer's Association; Foundation for the National Institutes of Health","keywords":"Dementia; Cognitive impairment; Association (psychology); Disease; Medicine; Alzheimer's disease; Sleep (system call); Cognition; Psychiatry; REM sleep behavior disorder; Gerontology; Psychology; Internal medicine; Computer science; Psychotherapist","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003697623,0.0002170907,0.0001756082,0.0007614539,0.0003499513,0.000409463,0.0002430108,0.0003909649,0.002231957],"category_scores_gemma":[0.001701846,0.0001579461,0.0003234581,0.0004889066,0.0002300667,0.0002153248,0.0002823879,0.000409219,0.0001541398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002161352,"about_ca_system_score_gemma":0.0003438244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0081191,"about_ca_topic_score_gemma":0.0144209,"domain_scores_codex":[0.999819,0.00004647018,0.00002468347,0.00003539434,0.00004058988,0.00003385033],"domain_scores_gemma":[0.9988601,0.0001895133,0.0005609595,0.00004003493,0.00007944361,0.0002699068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006586828,0.0000411101,0.9991209,0.000005215514,0.00003746156,0.00007113817,0.00002090432,0.00001154435,0.00008894553,0.000005026921,0.00002517587,0.0005067295],"study_design_scores_gemma":[0.000001687749,0.00005881496,0.9996828,0.000001917249,0.000008811628,0.0001440105,0.000026227,0.0000366677,0.00001107371,0.000005908861,0.00002148054,6.913381e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989206,0.0003496391,0.00002968943,0.00005387743,0.00000742102,0.00000513599,0.0001236588,0.000002289394,0.0005078188],"genre_scores_gemma":[0.9996592,0.00007497668,0.00003090589,0.00001395923,0.00001173029,0.000001733141,0.00007256296,3.854466e-7,0.0001347028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0081191,"threshold_uncertainty_score":0.01614368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01060000616870289,"score_gpt":0.2351774261640462,"score_spread":0.2245774199953433,"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."}}