{"id":"W4384626030","doi":"10.1001/jamanetworkopen.2023.25152","title":"Sleep Architecture, Obstructive Sleep Apnea, and Cognitive Function in Adults","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging","keywords":"Dementia; Obstructive sleep apnea; Medicine; Polysomnography; Sleep apnea; Cohort; Population; Physical therapy; Sleep medicine; Cognition; Cohort study; Neuropsychology; Effects of sleep deprivation on cognitive performance; Gerontology; Sleep disorder; Psychiatry; Internal medicine; Apnea","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":[0.0009201189,0.0003501274,0.0004378473,0.0008065662,0.0002450008,0.0004805031,0.0002637065,0.0003929463,0.001006323],"category_scores_gemma":[0.00175474,0.0001586483,0.0008680376,0.00130618,0.0001629154,0.0002471765,0.0003584318,0.0003703211,0.0001039207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002616624,"about_ca_system_score_gemma":0.0003938396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01080055,"about_ca_topic_score_gemma":0.01447215,"domain_scores_codex":[0.9997054,0.00007854487,0.00006390149,0.00007374542,0.00005169952,0.00002669487],"domain_scores_gemma":[0.9993762,0.0001041515,0.0003117243,0.0000455062,0.00009620974,0.00006607501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000398167,0.00004025826,0.9830498,0.000466902,0.001813993,0.00004955044,0.00005286733,0.0001040161,0.0001553674,0.00004392401,0.000829629,0.01299554],"study_design_scores_gemma":[0.00002706565,0.0001137521,0.9983032,0.0001258316,0.0005854709,0.00008136683,0.00002656256,0.0001252566,0.00002757616,0.00008099506,0.0004995844,0.000003280122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8824056,0.1066901,0.0005152022,0.001136419,0.0002047651,0.00005828897,0.006734776,0.00003459697,0.002220161],"genre_scores_gemma":[0.9872735,0.009028553,0.0003511413,0.0002636593,0.000221223,0.00004569389,0.00251812,0.000003148569,0.000294927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01080055,"threshold_uncertainty_score":0.02147537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01853122913453821,"score_gpt":0.2928581986431361,"score_spread":0.2743269695085979,"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."}}