{"id":"W3179432969","doi":"10.1684/epd.2021.1292","title":"Importance of access to epilepsy monitoring units during the COVID‐19 pandemic: consensus statement of the International League Against Epilepsy and the International Federation of Clinical Neurophysiology∗","year":2021,"lang":"en","type":"article","venue":"Epileptic Disorders","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Great Ormond Street Institute of Child Health; Engineering and Physical Sciences Research Council; Epilepsy Society; UCB Pharma; G.L. Pharma; EVER Neuro Pharma; Epilepsy Research UK; Great Ormond Street Hospital Charity; National Institute for Health and Care Research; Marinus Pharmaceuticals; LivaNova; GlaxoSmithKline; Zogenix; Eisai; Waterloo Foundation; Sanofi; GW Pharmaceuticals; American Academy of Neurology; Sunovion; Bundesministerium für Wissenschaft und Forschung; Vitaflo; American Clinical Neurophysiology Society; SK Life Science; Biogen; European Commission; Otsuka Pharmaceutical; Austrian Science Fund; Wyss Foundation","keywords":"Epilepsy; Pandemic; Coronavirus disease 2019 (COVID-19); Statement (logic); Clinical neurophysiology; Russian federation; 2019-20 coronavirus outbreak; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Neurology; Political science; Electroencephalography; Psychiatry; Virology; Business; Disease; Law; Outbreak; Pathology; Infectious disease (medical specialty)","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":[],"consensus_categories":[],"category_scores_codex":[0.0009399184,0.000163674,0.0004402736,0.00006751111,0.0001614378,0.00003694468,0.0004752812,0.00005698784,0.00007536093],"category_scores_gemma":[0.004036441,0.00009008635,0.0001746666,0.0002888835,0.0006798888,0.00006289403,0.0004644042,0.0003178224,0.000001885639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007989599,"about_ca_system_score_gemma":0.0004983051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001793078,"about_ca_topic_score_gemma":0.0003856033,"domain_scores_codex":[0.9973819,0.0003873798,0.00103918,0.0003432136,0.0006307412,0.0002176253],"domain_scores_gemma":[0.9970654,0.001348215,0.0005010335,0.0004897102,0.0004527319,0.000142972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001289686,0.0002564449,0.9874901,0.00008947588,0.0004779103,0.00001333578,0.0004763824,0.0008981787,0.004375426,0.0003766065,0.0003923038,0.003864188],"study_design_scores_gemma":[0.005544176,0.0001957469,0.9879436,0.0001383652,0.000080606,0.00002127075,0.001509541,0.0006323694,0.002239921,0.0004170722,0.001187638,0.00008962378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803801,0.0001801583,0.00005233701,0.01694016,0.0006815988,0.000765024,0.00006630245,0.0000116562,0.0009226296],"genre_scores_gemma":[0.9966977,0.001844637,0.0001150296,0.0008245445,0.0001302029,0.0000669721,0.00003493907,0.00001592884,0.0002700509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01631756,"threshold_uncertainty_score":0.4832288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0939271828031409,"score_gpt":0.3937876497728806,"score_spread":0.2998604669697397,"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."}}