{"id":"W1578810037","doi":"10.3969/j.issn.1673-5374.2012.20.010","title":"Detection of cognitive impairment in patients with obstructive sleep apnea hypopnea syndrome using mismatch negativity.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hypopnea; Obstructive sleep apnea; Medicine; Mismatch negativity; Internal medicine; Polysomnography; Cardiology; Apnea; Montreal Cognitive Assessment; Audiology; Cognition; Hypoxemia; Anesthesia; Cognitive impairment; Electroencephalography; Psychiatry; Disease","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":[0.0004122079,0.000302721,0.00019035,0.0004721147,0.0001768599,0.00016865,0.0001019439,0.0002579781,0.0009520126],"category_scores_gemma":[0.001341624,0.00007466217,0.000136174,0.0001248792,0.0001928293,0.0002477418,0.0002423259,0.0001400895,0.0001543242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007983349,"about_ca_system_score_gemma":0.0001054014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007468598,"about_ca_topic_score_gemma":0.00114421,"domain_scores_codex":[0.9998831,0.00003632245,0.00001332296,0.00002303337,0.0000234056,0.0000208601],"domain_scores_gemma":[0.9996834,0.0001306765,0.00006509102,0.00001969811,0.00003730865,0.00006388521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002036816,0.0002863972,0.9355971,0.00005665862,0.00006043796,0.0006821234,0.0003968379,0.0001469278,0.0353307,0.00005865927,0.0001366211,0.02521079],"study_design_scores_gemma":[0.00004129447,0.00176301,0.9910669,0.00000636723,0.0000395573,0.00172473,0.0003603249,0.0009240731,0.003706446,0.0001304259,0.0002263962,0.00001049188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992062,0.000103346,0.0003306138,0.00001308081,0.000004633117,0.00001019994,0.00002826368,0.00000433567,0.0002993589],"genre_scores_gemma":[0.999517,0.00004617941,0.00030329,0.00001485142,0.000004031184,0.000006587199,0.00003404332,4.76046e-7,0.00007358001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009520126,"threshold_uncertainty_score":0.003184795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02801207054079446,"score_gpt":0.2290479911410496,"score_spread":0.2010359206002551,"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."}}