{"id":"W3012829482","doi":"10.1001/jamaneurol.2020.0311","title":"Association of Sleep-Disordered Breathing With Alzheimer Disease Biomarkers in Community-Dwelling Older Adults","year":2020,"lang":"en","type":"article","venue":"JAMA Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitätsklinikum Köln; University College London; Deutsches Zentrum für Neurodegenerative Erkrankungen; Hospices Civils de Lyon; Institut National de la Santé et de la Recherche Médicale; Université de Genève; University of Exeter","keywords":"Medicine; Polysomnography; Dementia; Neuroimaging; Cognitive decline; Montreal Cognitive Assessment; Alzheimer's disease; Neuropsychology; Internal medicine; Psychology; Cardiology; Cognition; Disease; Apnea; Psychiatry","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":[0.0008545743,0.0003644658,0.0003945449,0.0007380772,0.0002984008,0.0004342092,0.0002544279,0.000534806,0.0007459842],"category_scores_gemma":[0.002242942,0.0002073581,0.0003826332,0.0007855102,0.0001514561,0.0003600247,0.0003187204,0.0003364508,0.00008481104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001115388,"about_ca_system_score_gemma":0.0001881502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003304774,"about_ca_topic_score_gemma":0.0062795,"domain_scores_codex":[0.999685,0.00009296031,0.00006559308,0.00006468759,0.00006132043,0.0000304142],"domain_scores_gemma":[0.99866,0.0001696598,0.0007480857,0.000089035,0.0001948193,0.0001384308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003431167,0.00006614593,0.9973253,0.00004169771,0.0001923232,0.00002981712,0.00003276795,0.00001643619,0.0002426894,0.000006475767,0.00005552819,0.001647582],"study_design_scores_gemma":[0.00001159705,0.00015966,0.9995419,0.000008389285,0.00004671294,0.00005861859,0.00002937955,0.00006456531,0.00001855017,0.00001272446,0.00004648948,0.000001486385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975584,0.001675727,0.00007846197,0.00004268027,0.0000119922,0.00002020369,0.0003344454,0.000003050392,0.0002751123],"genre_scores_gemma":[0.99905,0.0003330741,0.0001452867,0.0000388752,0.00002100547,0.00001526975,0.0003087175,8.230672e-7,0.00008709355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003304774,"threshold_uncertainty_score":0.006571114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01787309455084521,"score_gpt":0.2698412906354996,"score_spread":0.2519681960846544,"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."}}