{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002947449,0.0001810477,0.0002338103,0.0004649519,0.0002565904,0.0001360066,0.0002517326,0.00004556703,0.0001356899],"category_scores_gemma":[0.001141551,0.0001241391,0.00008755855,0.0007696486,0.0002963357,0.0001636973,0.0001871426,0.00123535,0.000514268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006230837,"about_ca_system_score_gemma":0.00004975609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002292091,"about_ca_topic_score_gemma":0.000005944272,"domain_scores_codex":[0.9969072,0.001227475,0.0003979814,0.0003002916,0.0007080478,0.0004589474],"domain_scores_gemma":[0.9987645,0.0003859554,0.0001213096,0.0002285004,0.0002585066,0.0002412956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001339886,0.0002126102,0.542585,0.00007190144,0.0002887505,0.01679318,0.004928257,0.00001009369,0.007341816,0.0005383026,0.001304045,0.4245862],"study_design_scores_gemma":[0.003877137,0.001001999,0.9775879,0.00008957585,0.00004508659,0.0008780303,0.005820456,0.00004886109,0.0002586388,0.0002343869,0.01001461,0.0001432978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816165,0.0003783375,0.00007073606,0.0009660488,0.0001611547,0.0003376635,0.000009695432,0.00004544804,0.01641442],"genre_scores_gemma":[0.9978555,0.00004939546,0.0001059802,0.001149874,0.0006751685,0.000005362695,0.000004000789,0.00005391258,0.0001008219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.435003,"threshold_uncertainty_score":0.6610046,"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."}}