{"id":"W3196390997","doi":"10.2147/nss.s322426","title":"Electroencephalographic Activity and Cognitive Function in Middle-Aged Patients with Obstructive Sleep Apnea Before and After Continuous Positive Airway Pressure Treatment","year":2021,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Second Affiliated Hospital of Soochow University; Soochow University; National Natural Science Foundation of China","keywords":"Medicine; Pittsburgh Sleep Quality Index; Polysomnography; Epworth Sleepiness Scale; Obstructive sleep apnea; Continuous positive airway pressure; Electroencephalography; Montreal Cognitive Assessment; Apnea; Anesthesia; Sleep apnea; Cardiology; Internal medicine; Physical therapy; Insomnia; Sleep quality; Cognitive impairment; 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":[0.0001608981,0.0003044272,0.0003761594,0.0005645741,0.0002980454,0.0003198997,0.0001107973,0.0002887168,0.0006561271],"category_scores_gemma":[0.0008478271,0.00009465675,0.0003444985,0.0003981407,0.0001372935,0.000192021,0.0001487074,0.0002720529,0.0001226214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001673611,"about_ca_system_score_gemma":0.0001378188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001914057,"about_ca_topic_score_gemma":0.002532247,"domain_scores_codex":[0.9998647,0.00002401186,0.00002092012,0.00002385209,0.00003811531,0.00002831296],"domain_scores_gemma":[0.9996505,0.00005022235,0.0001218757,0.00001452527,0.00004646119,0.0001163747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008120649,0.000211793,0.9928263,0.00002282723,0.000134402,0.000431366,0.0001281612,0.00003424842,0.001373152,0.000006845798,0.00006670282,0.003951989],"study_design_scores_gemma":[0.000007799756,0.0003135178,0.9992711,0.000002207744,0.0000231634,0.000212291,0.00005780061,0.00002884558,0.00003471016,0.000004330273,0.00004274711,0.000001570825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991916,0.0004204585,0.00002695904,0.00001528777,0.000009876724,0.00000454894,0.0000562774,0.000001770954,0.0002732173],"genre_scores_gemma":[0.9996736,0.0001067809,0.0000225886,0.00001842006,0.00001458385,0.000004083569,0.000083365,3.677849e-7,0.00007623675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001914057,"threshold_uncertainty_score":0.003805876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004593819552317208,"score_gpt":0.2335282489977862,"score_spread":0.228934429445469,"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."}}