{"id":"W4211128226","doi":"10.1016/j.sleep.2021.11.018","title":"Inflammatory markers and BDNF in obstructive sleep apnea (OSA) in Parkinson's disease (PD)","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McGill University Health Centre","funders":"","keywords":"Epworth Sleepiness Scale; Medicine; Polysomnography; Obstructive sleep apnea; Internal medicine; Brain-derived neurotrophic factor; Apnea–hypopnea index; Parkinson's disease; Montreal Cognitive Assessment; Sleep apnea; Excessive daytime sleepiness; Neurotrophic factors; Apnea; Sleep disorder; Disease; Cognition; Dementia; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002164373,0.0003031768,0.0004120219,0.0006102447,0.0003826585,0.0006195708,0.0001471444,0.0005691468,0.0005792608],"category_scores_gemma":[0.0009264395,0.0001803164,0.0002953609,0.0005417004,0.0001834327,0.0003327057,0.0002858426,0.000542315,0.00006703469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002912273,"about_ca_system_score_gemma":0.0002416888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004232846,"about_ca_topic_score_gemma":0.00796767,"domain_scores_codex":[0.9998809,0.00002128451,0.00002685161,0.00002133381,0.00002977238,0.00001983261],"domain_scores_gemma":[0.9995801,0.00007370328,0.0001873751,0.000007786542,0.00006371258,0.00008739928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002378847,0.0002028246,0.9797972,0.0001533977,0.0002279148,0.0008013921,0.0002480323,0.00008011189,0.003082599,0.00004084448,0.000202517,0.01278426],"study_design_scores_gemma":[0.0000193287,0.0003175825,0.9982748,0.0000234689,0.0001201389,0.0004640414,0.0001702028,0.000185705,0.0001880195,0.00005030562,0.0001816772,0.000004727661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993582,0.005500766,0.00007603858,0.0001055212,0.0000296705,0.000008209089,0.0001577873,0.000004240578,0.0005357478],"genre_scores_gemma":[0.99815,0.001158601,0.0002003894,0.00004189856,0.00003180721,0.000009921532,0.0001165878,7.66655e-7,0.0002900666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004232846,"threshold_uncertainty_score":0.008416414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0122229294153855,"score_gpt":0.2681672988009251,"score_spread":0.2559443693855396,"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."}}