{"id":"W4390008325","doi":"10.1017/cjn.2023.316","title":"Pandemic Effect on Healthcare Use and Death in Adults with Epilepsy: A Population Study","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; University of Ottawa; Public Health Ontario; University of British Columbia; Hospital for Sick Children; University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre; Ottawa Hospital","funders":"","keywords":"Medicine; Pandemic; Emergency department; Health care; Emergency medicine; Population; Epilepsy; Mortality rate; Coronavirus disease 2019 (COVID-19); Poisson regression; Pediatrics; Demography; Medical emergency; Internal medicine; Disease; Environmental health; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0006629823,0.0002970315,0.0002254677,0.0005663894,0.0006162999,0.0005907659,0.0004744722,0.0003871931,0.001157745],"category_scores_gemma":[0.001709394,0.0002797844,0.0008756004,0.001122505,0.0003491997,0.0006088957,0.000670149,0.0006036349,0.0001766107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002370998,"about_ca_system_score_gemma":0.00223452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3559095,"about_ca_topic_score_gemma":0.408824,"domain_scores_codex":[0.9994825,0.0001207576,0.00004478068,0.0001121795,0.0001195527,0.000120208],"domain_scores_gemma":[0.9990822,0.0000694212,0.000453864,0.00007101856,0.0001778364,0.000145635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004568608,0.00002785696,0.9990816,0.000007119832,0.00005118102,0.00002759029,0.0001112471,0.00002607388,0.00004692131,0.000008986485,0.0001162342,0.0004495009],"study_design_scores_gemma":[0.00000481396,0.00003741938,0.9995399,0.000003709694,0.00001356498,0.00002870526,0.0001598744,0.0001007343,0.000007427775,0.000005344767,0.00009647295,0.00000203341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976155,0.0001376809,0.0000615609,0.0001097868,0.00000443145,0.00002310835,0.001571218,0.000003566167,0.0004733473],"genre_scores_gemma":[0.9988476,0.0001001713,0.00006208014,0.00004654668,0.000009433832,0.00001772187,0.0008113927,0.000001429058,0.0001036065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3559095,"threshold_uncertainty_score":0.7076758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06601137766444233,"score_gpt":0.3373662336661604,"score_spread":0.2713548560017181,"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."}}