{"id":"W3036196901","doi":"10.1183/13993003.00523-2020","title":"Obstructive sleep apnoea and cognitive decline in mild-to-moderate Alzheimer's disease","year":2020,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sociedad Española de Neumología y Cirugía Torácica; Generalitat de Catalunya","keywords":"Medicine; Polysomnography; Cognition; Cognitive decline; Montreal Cognitive Assessment; Internal medicine; Alzheimer's disease; Disease; Effects of sleep deprivation on cognitive performance; Audiology; Cognitive impairment; Dementia; Psychiatry; Apnea","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":[0.001081511,0.0004054134,0.0006226514,0.000545818,0.0004222254,0.0004993063,0.0002902757,0.0004766699,0.0006538442],"category_scores_gemma":[0.00342508,0.0002434874,0.0006572664,0.0004401158,0.0003187727,0.0004425807,0.0003903245,0.0004886651,0.0001049929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002831319,"about_ca_system_score_gemma":0.0002714296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002962632,"about_ca_topic_score_gemma":0.005782927,"domain_scores_codex":[0.9995999,0.0001467935,0.00005467547,0.00005239663,0.00009405848,0.00005219385],"domain_scores_gemma":[0.998136,0.0005170708,0.0006077854,0.00008806619,0.0001476796,0.0005033195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003065772,0.0002831861,0.9913411,0.00006116899,0.0002618899,0.0002094398,0.0001258924,0.00006710409,0.0004776789,0.00001339456,0.00004894602,0.004044537],"study_design_scores_gemma":[0.00003279176,0.0006846554,0.9989968,0.00000361831,0.00003470027,0.0001032792,0.00002820133,0.00004407613,0.00001795705,0.00001322866,0.00003788817,0.000002741725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998958,0.0007731947,0.00001832668,0.00001906706,0.000007814174,0.000007975707,0.00004407135,0.00000101954,0.0001705844],"genre_scores_gemma":[0.9996241,0.0001428439,0.00003074403,0.00001945407,0.00003039493,0.000004148834,0.00007482697,4.946647e-7,0.00007290098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002962632,"threshold_uncertainty_score":0.005890727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05954347658319587,"score_gpt":0.3223564394595083,"score_spread":0.2628129628763124,"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."}}