{"id":"W4390200363","doi":"10.1002/alz.078856","title":"Sleep Disturbances predict cognitive decline in cognitively healthy 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":"Dementia; Cognitive decline; Cognition; Medicine; Interquartile range; Actigraphy; Effects of sleep deprivation on cognitive performance; Sleep disorder; Proportional hazards model; Gerontology; Psychology; Insomnia; Psychiatry; Disease; Internal medicine","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":[0.0004557729,0.0002791109,0.0002359641,0.0006731447,0.0003381461,0.0004899608,0.0002841487,0.0003881747,0.001437941],"category_scores_gemma":[0.002214379,0.0002036311,0.0004862121,0.0005957712,0.0001676019,0.0003029621,0.0004423159,0.0005429366,0.000217996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002217661,"about_ca_system_score_gemma":0.0002412751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00921585,"about_ca_topic_score_gemma":0.01110841,"domain_scores_codex":[0.9998104,0.00004090659,0.00003263775,0.00004354305,0.00003840257,0.00003413466],"domain_scores_gemma":[0.9987922,0.0001769445,0.0006170392,0.00005575606,0.0001462214,0.0002118702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008933712,0.00002666996,0.9990411,0.000007509704,0.00004382505,0.00001879962,0.00001956289,0.00002811989,0.00004140635,0.000004411722,0.00007166564,0.0006074681],"study_design_scores_gemma":[0.00000524776,0.00004983392,0.9996691,0.000003694631,0.00001521487,0.00003319059,0.00003317493,0.0001255111,0.00001089706,0.0000125309,0.00004065352,0.000001115587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983339,0.0005498638,0.00004469434,0.0000630756,0.00001181333,0.00000846344,0.000566747,0.00000346599,0.0004179614],"genre_scores_gemma":[0.9993654,0.0001060426,0.00003009678,0.00002257363,0.00001175449,0.000004492314,0.0003378976,6.635017e-7,0.0001210764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00921585,"threshold_uncertainty_score":0.01832443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02454235646353345,"score_gpt":0.3139576887498334,"score_spread":0.2894153322863,"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."}}