{"id":"W3132241578","doi":"10.1007/s11910-021-01094-2","title":"Obstructive Sleep Apnea and the Brain: a Focus on Gray and White Matter Structure","year":2021,"lang":"en","type":"review","venue":"Current Neurology and Neuroscience Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Canadian Sleep & Circadian Network","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"White matter; Obstructive sleep apnea; Fractional anisotropy; Hyperintensity; Medicine; Neuroimaging; Pathology; Pathological; Neurology; Atrophy; Neuroscience; Cardiology; Magnetic resonance imaging; Internal medicine; Psychology; Radiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004906746,0.0006137487,0.001748829,0.0003194566,0.0004050855,0.0001376024,0.0001747438,0.0003160698,0.00003702085],"category_scores_gemma":[0.0009823097,0.0003640153,0.0002151418,0.0005384611,0.003104203,0.0001188503,0.000586101,0.002098314,0.000002194287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001892403,"about_ca_system_score_gemma":0.00010638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000229214,"about_ca_topic_score_gemma":0.000001662504,"domain_scores_codex":[0.9954968,0.0008030176,0.0006709137,0.001869546,0.000541679,0.000618063],"domain_scores_gemma":[0.9974948,0.000716897,0.0005197777,0.0008189827,0.0001044156,0.0003451442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001546603,0.00007380027,0.01444842,0.003201755,0.00005574079,0.003757714,0.0001637297,3.974091e-7,0.00002680684,0.0005132965,0.0002142274,0.9773895],"study_design_scores_gemma":[0.001978436,0.0009955307,0.05825736,0.001494512,0.001298269,0.1387128,0.00002324728,0.0001371262,0.00002471412,0.001680969,0.7945127,0.0008843324],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01582274,0.9761716,0.00001958266,0.003785052,0.00221492,0.001745712,0.0000368596,0.00003270321,0.0001708981],"genre_scores_gemma":[0.04466545,0.9532033,0.000009792812,0.001598592,0.0002454816,0.0001109059,0.00002028951,0.00006800593,0.00007823733],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9765051,"threshold_uncertainty_score":0.9998812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.035031689082285,"score_gpt":0.342587178923265,"score_spread":0.30755548984098,"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."}}