{"id":"W4321084722","doi":"10.1183/13993003.01621-2022","title":"Obstructive sleep apnoea and 5-year cognitive decline in the elderly","year":2023,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sleep & Circadian Network; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Chinese Society of Clinical Oncology; Université de Lausanne; Fondation Leenaards; GlaxoSmithKline; Centre Hospitalier Universitaire Vaudois; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; ResMed; National Science Foundation","keywords":"Medicine; Sleep (system call); Cognition; Cognitive decline; Gerontology; Pediatrics; Audiology; Physical medicine and rehabilitation; Psychiatry; Dementia; Internal medicine; Disease","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":[0.0006309939,0.0002921723,0.0002789864,0.0007302403,0.0003129047,0.0004396357,0.0002346805,0.0004128688,0.0008119618],"category_scores_gemma":[0.001475489,0.0001248656,0.0004011279,0.0006590698,0.0001744107,0.0002326345,0.0003190119,0.0003106985,0.0001001064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002009865,"about_ca_system_score_gemma":0.0002088929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005805754,"about_ca_topic_score_gemma":0.007012832,"domain_scores_codex":[0.9998463,0.00003472626,0.00002053723,0.00002961925,0.0000331501,0.00003568306],"domain_scores_gemma":[0.9991554,0.0001554545,0.0004057159,0.00003371784,0.00009320437,0.0001564262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000225286,0.00003916937,0.9982059,0.00001107033,0.0000776224,0.00004492525,0.00003312312,0.00003833064,0.00009477032,0.000004913561,0.00002528625,0.001199749],"study_design_scores_gemma":[0.000002567183,0.00008318969,0.9997352,0.00000195285,0.00001899853,0.00004651044,0.00001880952,0.00004187016,0.00001223275,0.000009206614,0.00002864423,7.576371e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991692,0.0005160367,0.00002273294,0.00001792464,0.000003948806,0.000002745118,0.0001197113,0.000001729111,0.0001460032],"genre_scores_gemma":[0.9995996,0.0001345481,0.00003313645,0.00001324263,0.00001025104,0.000002984591,0.0001320565,3.880444e-7,0.00007379299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005805754,"threshold_uncertainty_score":0.01154393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04225875831225005,"score_gpt":0.322966083787337,"score_spread":0.2807073254750869,"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."}}