{"id":"W3171361453","doi":"10.1016/j.yebeh.2021.108047","title":"Resting-state EEG for the diagnosis of idiopathic epilepsy and psychogenic nonepileptic seizures: A systematic review","year":2021,"lang":"en","type":"review","venue":"Epilepsy & Behavior","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; Medical Research Council; Royal College of Physicians; National Institute for Health and Care Research; King's College London; King’s College London; Psychiatry Research Trust; Canadian Institutes of Health Research; British Medical Association; Wellcome Trust; Stanley Medical Research Institute; Michael Smith Health Research BC; South London and Maudsley NHS Foundation Trust; National Alliance for Research on Schizophrenia and Depression","keywords":"Psychogenic disease; Epilepsy; Electroencephalography; Ictal; Neurophysiology; Psychology; Neuroscience; Idiopathic generalized epilepsy; Audiology; Resting state fMRI; Medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004107132,0.001163527,0.005750536,0.006871977,0.0004163101,0.00167448,0.001527789,0.001539681,0.004528687],"category_scores_gemma":[0.020709,0.0006327946,0.005759455,0.006075066,0.0005768808,0.001601008,0.0009926104,0.0008408033,0.0003625111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002146533,"about_ca_system_score_gemma":0.005685608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007203872,"about_ca_topic_score_gemma":0.01950651,"domain_scores_codex":[0.9973169,0.0007982068,0.001050844,0.0002564104,0.0004934988,0.0000840574],"domain_scores_gemma":[0.9847052,0.01197231,0.001967779,0.0001670315,0.001059057,0.0001287241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002021422,0.0000175471,0.0006032224,0.909803,0.005819004,0.00007670666,0.00009465777,0.00008313179,0.000137531,0.000218797,0.001678891,0.08126541],"study_design_scores_gemma":[0.0002372483,0.000205853,0.005614106,0.9050717,0.06367957,0.0005290341,0.0001821945,0.0001104654,0.00020013,0.0003824495,0.02374622,0.00004095857],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002837773,0.9992981,0.00005295027,0.00007425536,0.00003892849,0.0000497188,0.0001013338,0.000002957712,0.00009804333],"genre_scores_gemma":[0.005499223,0.9937549,0.0002503073,0.0001722241,0.00003941049,0.0001061561,0.000121286,0.000001915372,0.00005455723],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007203872,"threshold_uncertainty_score":0.02172083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05651192732648331,"score_gpt":0.3666427693615114,"score_spread":0.3101308420350281,"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."}}