{"id":"W3107471114","doi":"10.1016/j.yebeh.2020.107658","title":"Evaluating risk to people with epilepsy during the COVID-19 pandemic: Preliminary findings from the COV-E study","year":2020,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"NIHR Oxford Biomedical Research Centre; National Health and Medical Research Council; Engineering and Physical Sciences Research Council; Medical Research Council; Epilepsy Society; National Institutes of Health; Royal Australasian College of Physicians; Epilepsy Research UK; Epilepsy Action; National Institute of Neurological Disorders and Stroke; Great Ormond Street Hospital Charity; Dravet Syndrome UK; National Institute for Health and Care Research; Epilepsy Research Program of the Ontario Brain Institute; Monash University; Joint Information Systems Committee; SUDEP Action; University College London Hospitals NHS Foundation Trust; Royal College of Physicians; Epilepsy Foundation; Waterloo Foundation; Dravet Syndrome Foundation; Patient-Centered Outcomes Research Institute","keywords":"Epilepsy; Pandemic; Mental health; Comorbidity; Psychiatry; Medicine; Affect (linguistics); Social isolation; Isolation (microbiology); Stressor; Coronavirus disease 2019 (COVID-19); Health care; Psychology; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001145131,0.0004782764,0.000646166,0.0000776354,0.001156176,0.000138739,0.0006291075,0.0001084521,0.0007662025],"category_scores_gemma":[0.001811923,0.000250469,0.000211683,0.0007673865,0.000161472,0.0001214745,0.0004197325,0.0010574,0.0004083072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004395837,"about_ca_system_score_gemma":0.0005083152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004207694,"about_ca_topic_score_gemma":0.001890721,"domain_scores_codex":[0.9953224,0.0007255709,0.0005816524,0.001014204,0.001439848,0.0009163055],"domain_scores_gemma":[0.99594,0.001376156,0.0001912795,0.001162285,0.0001707803,0.001159547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003451026,0.0009596486,0.9689767,0.00002661311,0.0002657129,0.0004934584,0.01892899,0.00006708712,0.002483761,0.000001907626,0.00159416,0.002750983],"study_design_scores_gemma":[0.006093375,0.008542283,0.973693,0.00006502929,0.001430696,0.0001183276,0.008445587,0.0001042608,0.0004807687,0.000005505035,0.0007298474,0.0002913207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841803,0.0003258175,0.00008672651,0.008156154,0.0000977794,0.00658509,0.0002537981,0.0002527193,0.00006164069],"genre_scores_gemma":[0.9923524,0.00008135536,0.0006239713,0.003588106,0.0004120591,0.002484225,0.00007996722,0.00009378999,0.0002841331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0104834,"threshold_uncertainty_score":0.9999948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.102660178683061,"score_gpt":0.3931197363214518,"score_spread":0.2904595576383908,"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."}}