{"id":"W2055011705","doi":"10.4103/1463-1741.63216","title":"Event-related potentials as a measure of sleep disturbance: A tutorial review","year":2010,"lang":"en","type":"review","venue":"Noise and Health","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Non-rapid eye movement sleep; P3a; Stimulus (psychology); Audiology; Psychology; Electroencephalography; K-complex; Event-related potential; Wakefulness; Sleep spindle; Neuroscience; Cognitive psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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"],"consensus_categories":[],"category_scores_codex":[0.00109551,0.0003488226,0.001759064,0.0001002359,0.0002393567,0.00003541883,0.0003509399,0.0002788093,0.000115379],"category_scores_gemma":[0.0004561467,0.00025931,0.0003551962,0.000568376,0.0001877085,0.000150124,0.00008902043,0.0007356177,0.00008875629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005774341,"about_ca_system_score_gemma":0.001079658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007607725,"about_ca_topic_score_gemma":0.00001382905,"domain_scores_codex":[0.9967769,0.000430225,0.001023367,0.000783626,0.0005751172,0.0004107947],"domain_scores_gemma":[0.9981836,0.00007498278,0.0009180804,0.0005092941,0.00004881456,0.0002652366],"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":[0.000003951224,0.00007356712,4.799542e-7,0.02801443,0.000003004116,0.000008194967,0.00005910366,2.062358e-8,0.0009670983,0.0005406305,0.00193589,0.9683936],"study_design_scores_gemma":[0.0001867879,0.0001736642,0.00001959899,0.02942553,0.0001777386,0.0001375294,0.000001456177,8.513821e-7,0.00001492091,0.00009129175,0.9695544,0.0002162926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001183285,0.9945132,0.000007585586,0.000462945,0.002537913,0.001685056,0.00006322844,0.00004457709,0.0005672144],"genre_scores_gemma":[0.0003965019,0.996301,0.000009159375,0.002400208,0.0003668103,0.00007319332,0.00001762436,0.0000306722,0.0004048389],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9681773,"threshold_uncertainty_score":0.9999859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09382970257121973,"score_gpt":0.4059282555249152,"score_spread":0.3120985529536955,"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."}}