{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002896141,0.0001151732,0.0001765561,0.0001508655,0.00006521629,0.000001485669,0.00006883637,0.00005980249,0.0004225122],"category_scores_gemma":[0.00002603404,0.0001116734,0.00006431692,0.0002118471,0.0001735882,0.000055963,0.0000290991,0.0001654826,0.000001901542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006626475,"about_ca_system_score_gemma":0.000145435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006267591,"about_ca_topic_score_gemma":0.0001300087,"domain_scores_codex":[0.9986758,0.0003094412,0.0003651398,0.000217423,0.0003016836,0.0001305581],"domain_scores_gemma":[0.9987268,0.00007865987,0.0008745071,0.0001498905,0.00009371456,0.00007645303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000534613,0.0006687484,0.9836196,0.00004804248,0.00245184,2.528356e-7,0.005465462,0.0002629919,0.00003044887,0.001369566,0.004958829,0.0005895456],"study_design_scores_gemma":[0.004617902,0.0007389876,0.9813609,0.00005665729,0.004540079,8.554603e-7,0.005101644,0.0002919695,0.00003084155,0.002607498,0.0004753713,0.0001772765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815233,0.0153401,0.00008135173,0.00054298,0.0008265369,0.0004610777,0.0001854374,0.00001598589,0.001023208],"genre_scores_gemma":[0.9991109,0.00008092545,0.000271731,0.0001334836,0.00001704239,0.0000962351,0.0000960466,0.00001744728,0.0001761235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01758764,"threshold_uncertainty_score":0.4626212,"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."}}