{"id":"W4306721765","doi":"10.1212/wnl.0000000000201426","title":"Global Impact of the COVID-19 Pandemic on Stroke Volumes and Cerebrovascular Events","year":2022,"lang":"en","type":"article","venue":"Neurology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Royal University Hospital; McMaster University; London Health Sciences Centre; Toronto Western Hospital; Dalhousie University; University of Toronto; University of Calgary; Sunnybrook Health Science Centre; Western University","funders":"Faculty of Medicine Siriraj Hospital, Mahidol University; Canadian Institutes of Health Research; Bayer Yakuhin; School of Medicine, Emory University; Health Science Center, University of Tennessee; College of Engineering, Michigan State University; AstraZeneca; Genentech; National Institutes of Health; Alexion Pharmaceuticals; Tabriz University of Medical Sciences; Barts Health NHS Trust; Nottingham University Hospitals NHS Trust; Suomen Radiologiyhdistys; London Health Sciences Centre; Schweizerische Herzstiftung; Daiichi-Sankyo; Mahidol University; McGovern Medical School; Imperial College London; University of Texas Health Science Center at Houston; Imperial College Healthcare NHS Trust; Saint Louis University; Brigham and Women's Hospital; Loyola University Chicago Stritch School of Medicine; Stryker; Eskişehir Osmangazi Üniversitesi; Loyola University Chicago; Henry Ford Health System; Texas Tech University; Eli Lilly and Company; State University of New York; National Institute of Neurological Disorders and Stroke; Universität Zürich; Ministerstvo Školství, Mládeže a Tělovýchovy; Allergan; Rush University; Wayne State University; Cleveland Clinic; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Daiichi Sankyo Europe; Yale University; National Science Foundation; Massachusetts General Hospital; Bristol-Myers Squibb; Teva Pharmaceutical Industries; Canadian Stroke Consortium; Pfizer; Biogen; University of Illinois at Urbana-Champaign; Hôpitaux Universitaires de Genève; Michigan State University; University of Tabriz; University of Nottingham; Emory University; Dartmouth College; Amarin Corporation","keywords":"Medicine; Pandemic; Stroke (engine); Coronavirus disease 2019 (COVID-19); Thrombolysis; Emergency medicine; Retrospective cohort study; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Pediatrics; Internal medicine; Virology; Disease; Myocardial infarction","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":[0.0009457682,0.0003489053,0.0002243539,0.0009212151,0.0002097195,0.0008578827,0.0003208545,0.0003870536,0.003231156],"category_scores_gemma":[0.003640282,0.0001155958,0.0005133205,0.001295532,0.0004203708,0.001190766,0.001048331,0.0005276207,0.0003703141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000602262,"about_ca_system_score_gemma":0.0005768951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008688007,"about_ca_topic_score_gemma":0.008154483,"domain_scores_codex":[0.9995152,0.0001264812,0.00005552792,0.0001022764,0.00009060868,0.0001099563],"domain_scores_gemma":[0.9973975,0.0003333357,0.001516184,0.0001292645,0.0003724733,0.0002511041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001111562,0.00002284528,0.9855804,0.00009434331,0.0001342677,0.00009192314,0.0001474376,0.0006684637,0.0002359286,0.0003038384,0.001828835,0.01078051],"study_design_scores_gemma":[0.000003143365,0.00003973148,0.9977452,0.00004765351,0.00002319197,0.0001376333,0.0002617032,0.0002861554,0.00007468605,0.0002086945,0.001166469,0.000005819182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708747,0.004818772,0.000622094,0.003239396,0.0001555432,0.00003263194,0.01147854,0.00007833111,0.008699934],"genre_scores_gemma":[0.9949806,0.001302998,0.00018276,0.0002424137,0.0001118324,0.0000157378,0.002934399,0.00000774016,0.0002214279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008688007,"threshold_uncertainty_score":0.01727486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05482283675965124,"score_gpt":0.3849207955531956,"score_spread":0.3300979587935444,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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