{"id":"W4390193323","doi":"10.1002/alz.075053","title":"The prevalence of and risk factors for sleep disturbances: a systematic review and meta‐analysis","year":2023,"lang":"en","type":"review","venue":"Alzheimer s & Dementia","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph's Hospital; Victoria Hospital; London Health Sciences Centre; Western University; Sunnybrook Health Science Centre; University of Toronto; University Health Network; Mount Sinai Hospital; Toronto Western Hospital; Ontario Brain Institute; University of Ottawa","funders":"","keywords":"Medicine; Meta-analysis; MEDLINE; Delirium; Confidence interval; Population; Actigraphy; Pittsburgh Sleep Quality Index; Systematic review; Sleep disorder; Physical therapy; Internal medicine; Psychiatry; Insomnia; Sleep quality","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":[0.02013483,0.003368547,0.0209275,0.008929257,0.000791355,0.003636422,0.002178977,0.002321845,0.00292579],"category_scores_gemma":[0.04230733,0.001965966,0.04182706,0.008412584,0.0009826201,0.002132178,0.001502908,0.001875628,0.0002583855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00291455,"about_ca_system_score_gemma":0.004639485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006242221,"about_ca_topic_score_gemma":0.01317014,"domain_scores_codex":[0.9840752,0.007446633,0.004914961,0.001396493,0.001743141,0.0004236638],"domain_scores_gemma":[0.9697559,0.02260626,0.004337869,0.0007979211,0.002237696,0.0002642059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001210606,0.00003069369,0.005331961,0.4092171,0.5734688,0.0001225536,0.00007197046,0.0005183769,0.0001651567,0.00009818779,0.0003837619,0.009380848],"study_design_scores_gemma":[0.0003863508,0.0002164862,0.004701574,0.03476734,0.958239,0.0001351254,0.00004515293,0.0002393689,0.0001300868,0.0001646362,0.0009506684,0.00002420855],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003912828,0.9945092,0.0005053212,0.0001622846,0.0001138448,0.0003130724,0.0003153603,0.00001781003,0.0001502724],"genre_scores_gemma":[0.1465848,0.8461494,0.003468328,0.000688235,0.0003168797,0.001940127,0.000619999,0.00002535963,0.000206946],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0209275,"threshold_uncertainty_score":0.1064844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08563710479566165,"score_gpt":0.3574051353813176,"score_spread":0.271768030585656,"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."}}