{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002528392,0.0001072252,0.0002591406,0.00006040206,0.0001499555,0.000002021591,0.0001240819,0.00007182901,0.0002364905],"category_scores_gemma":[0.0004623354,0.00007444578,0.0001666438,0.0001707355,0.00008011945,0.00001320948,0.0001667236,0.0003353241,0.000002550904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002430592,"about_ca_system_score_gemma":0.0007774701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003999927,"about_ca_topic_score_gemma":0.0004484973,"domain_scores_codex":[0.9987407,0.0003201113,0.0001717789,0.0002360604,0.0002731868,0.0002581658],"domain_scores_gemma":[0.9991159,0.0001752061,0.00008875615,0.000361202,0.0000222478,0.0002366164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008428208,0.00007595475,0.995439,0.00004699221,0.00005491942,0.00001515766,0.0001028049,0.0003399471,0.0001640355,0.00006217397,0.001752158,0.001104023],"study_design_scores_gemma":[0.001767903,0.004336088,0.9737,0.00000217153,0.00005039534,0.0007080605,0.000008322506,0.0001205753,0.000002931122,0.0002851048,0.01897168,0.00004677656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848753,0.0001346096,0.000009014029,0.01413765,0.000231148,0.000337317,0.000122621,0.00003062815,0.0001217138],"genre_scores_gemma":[0.9649798,0.00004694496,0.000002177734,0.03482604,0.00005255343,0.00001111907,0.000005453694,0.000009130841,0.00006675402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02173903,"threshold_uncertainty_score":0.6046719,"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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