{"id":"W3111304520","doi":"10.1002/alz.039472","title":"Sleep disturbances in cognitively asymptomatic patients with histopathologically confirmed AD predict rapid cognitive deterioration","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Neuropathology; Cerebral amyloid angiopathy; Alzheimer's disease; Asymptomatic; Cognition; Apolipoprotein E; Cognitive decline; Pathological; Internal medicine; Audiology; Medicine; Dementia; Psychology; Disease; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003965769,0.0002580608,0.0002707279,0.0006423367,0.0002598466,0.0004304674,0.0002228371,0.0003062629,0.001495978],"category_scores_gemma":[0.001335511,0.0001455432,0.0003060455,0.0004979854,0.0002071731,0.000329763,0.0002846444,0.0003626454,0.0002520096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001803252,"about_ca_system_score_gemma":0.0002210656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002623685,"about_ca_topic_score_gemma":0.003759258,"domain_scores_codex":[0.999853,0.00003587937,0.00002655473,0.00003340277,0.00002766671,0.00002343751],"domain_scores_gemma":[0.9988293,0.0002308467,0.0005849432,0.00005275319,0.0001234519,0.0001785789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002143817,0.00001840466,0.9984541,0.000006258908,0.00002420294,0.000100614,0.00001713217,0.00002459813,0.000220115,0.000004244094,0.00003732188,0.0008785665],"study_design_scores_gemma":[0.000005693929,0.00009279841,0.9992763,0.000002943824,0.00001380887,0.0003277475,0.00004340647,0.0001434358,0.00003986128,0.00001336395,0.00003940751,0.000001326304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991149,0.0003581993,0.00005043426,0.00002347566,0.000008364527,0.000004388636,0.0001159904,0.00000250096,0.0003218355],"genre_scores_gemma":[0.9996618,0.00006929177,0.00003276244,0.000008035168,0.000009272196,0.000001738125,0.0001486071,5.52635e-7,0.00006793949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002623685,"threshold_uncertainty_score":0.005216837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287045205294147,"score_gpt":0.2665521220996012,"score_spread":0.2436816700466597,"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."}}