{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003561309,0.0004656292,0.000393923,0.0008209915,0.00126478,0.00117272,0.000853455,0.00125998,0.001985477],"category_scores_gemma":[0.01622774,0.0004055137,0.001538082,0.001410787,0.000461691,0.001741156,0.002574541,0.001379235,0.000283335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001189877,"about_ca_system_score_gemma":0.002508354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1039852,"about_ca_topic_score_gemma":0.1304339,"domain_scores_codex":[0.9983089,0.0008137642,0.0001894204,0.0001579131,0.0001805746,0.0003494016],"domain_scores_gemma":[0.9929941,0.001850514,0.002263629,0.0005018027,0.000948521,0.00144131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003934746,0.0002063767,0.994803,0.00003318184,0.0001219337,0.00006794137,0.000711681,0.00006544141,0.00003124833,0.00007789279,0.0005122913,0.002975524],"study_design_scores_gemma":[0.00006822315,0.0004648782,0.9949803,0.00006488422,0.0001150074,0.00008991922,0.003131892,0.0002007844,0.00004614682,0.0001647637,0.0006587735,0.00001447376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924672,0.0003060068,0.0001619983,0.00118489,0.00002718898,0.0001592066,0.003166756,0.000005262682,0.002521343],"genre_scores_gemma":[0.9958247,0.0004848845,0.0004088612,0.0005098118,0.00004451683,0.0001846037,0.001955468,0.000005416318,0.00058172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1039852,"threshold_uncertainty_score":0.2067599,"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."}}