{"id":"W3133716463","doi":"10.1016/j.clinph.2020.12.009","title":"Automated seizure detection using wearable devices: A clinical practice guideline of the International League Against Epilepsy and the International Federation of Clinical Neurophysiology","year":2021,"lang":"en","type":"review","venue":"Clinical Neurophysiology","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":134,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Epilepsy; Clinical neurophysiology; Guideline; Health care; MEDLINE; Physical medicine and rehabilitation; Electroencephalography; Psychiatry; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004336562,0.002033007,0.003464946,0.004089765,0.0004897834,0.002412318,0.002846267,0.003822359,0.002942916],"category_scores_gemma":[0.004719214,0.0006248772,0.00245043,0.002278886,0.001005856,0.002160572,0.001434097,0.003869397,0.003624073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001541019,"about_ca_system_score_gemma":0.005426097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004588867,"about_ca_topic_score_gemma":0.006721964,"domain_scores_codex":[0.9980934,0.0003346921,0.0005974002,0.0002843468,0.0005949775,0.00009512598],"domain_scores_gemma":[0.9958514,0.001755103,0.0005478055,0.00009528069,0.001592259,0.0001582431],"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":[0.0001277694,0.000141773,0.0005768943,0.01832477,0.0001874612,0.0002018938,0.00005858709,0.0005311564,0.001377369,0.00280544,0.04084669,0.9348203],"study_design_scores_gemma":[0.0002387788,0.0004117858,0.004841436,0.03980991,0.001251394,0.002549311,0.0001761405,0.001332724,0.002096687,0.005566913,0.9415824,0.0001424109],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003346809,0.98763,0.003838253,0.003819427,0.0008553983,0.0001290398,0.0003039565,0.0001022672,0.002986937],"genre_scores_gemma":[0.002690637,0.9835232,0.008028985,0.002751615,0.0005253849,0.0002326278,0.0007272603,0.00002524928,0.001495045],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004588867,"threshold_uncertainty_score":0.0229342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1630388057823536,"score_gpt":0.4660272021160078,"score_spread":0.3029883963336542,"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."}}