Unraveling COVID-19: A Large-Scale Characterization of 4.5 Million COVID-19 Cases Using CHARYBDIS

Kostka, Kristin Feeney, IQVIA Inc., Durham, NC, United States, OHDSI Center, Northeastern University, Boston, MA, United States; Duarte-Salles, Talita, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Catalonia, Spain; Prats-Uribe, A., University of Oxford Medical Sciences Division, Oxford, Oxfordshire, United Kingdom; Sena, Anthony G., Janssen Pharmaceuticals, Inc., Titusville, NJ, United States, Department of Medical Informatics, Erasmus MC, Rotterdam, Zuid-Holland, Netherlands; Pistillo, Andrea, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Catalonia, Spain; Khalid, Sara M., University of Oxford Medical Sciences Division, Oxford, Oxfordshire, United Kingdom; Lai, Lana Yin Hui, School of Medical Sciences, Manchester, Greater Manchester, United Kingdom; Golozar, Asieh, Regeneron Pharmaceuticals, Inc., Tarrytown, NY, United States, Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States; Alshammari, Thamir M., College of Pharmacy, Riyadh Elm University, Riyadh, Riyad, Saudi Arabia; Dawoud, Dalia M., National Institute for Health and Care Excellence (NICE), London, United Kingdom; Nyberg, Fredrik, School of Public Health and Community Medicine, Sahlgrenska Akademin, Gothenburg, Vastra Gotaland, Sweden; Wilcox, Adam B., Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, WA, United States, University of Washington, Medicine, Seattle, WA, United States; Andryc, Alan, Janssen Pharmaceuticals, Inc., Titusville, NJ, United States; Williams, Andrew E., Institute for Clinical Research and Health Policy Studies, Boston, MA, United States; Ostropolets, Anna, Department of Biomedical Informatics, Columbia University Irving Medical Center, New York, NY, United States; Areia, Carlos, University of Oxford Medical Sciences Division, Oxford, Oxfordshire, United Kingdom; Jung, Chi-young, Department of Internal Medicine, Catholic University of Daegu, Gyeongsan, Gyeongsangbuk-do, South Korea; Harle, Christopher A., UF Health, Gainesville, FL, United States; Reich, Christian G., IQVIA Inc., Durham, NC, United States, OHDSI Center, Northeastern University, Boston, MA, United States; Blacketer, Clair, Janssen Pharmaceuticals, Inc., Titusville, NJ, United States, Department of Medical Informatics, Erasmus MC, Rotterdam, Zuid-Holland, Netherlands; Morales, Daniel R., University of Dundee School of Medicine, Dundee, Scotland, United Kingdom; Dorr, David A., Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, OR, United States; Burn, Edward A.O., Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Catalonia, Spain, University of Oxford Medical Sciences Division, Oxford, Oxfordshire, United Kingdom; Roel, Elena, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Catalonia, Spain, Universitat Autònoma de Barcelona, Cerdanyola del Valles, Barcelona, Spain; Tan, Eng Hooi, University of Oxford Medical Sciences Division, Oxford, Oxfordshire, United Kingdom; Minty, Evan P., O'Brien Institute for Public Health, Calgary, AB, Canada; de Falco, Francesco, Janssen Pharmaceuticals, Inc., Titusville, NJ, United States; de Maeztu, Gabriel, IOMED, Barcelona, Spain; Lipori, Gigi, UF Health, Gainesville, FL, United States; Alghoul, Heba, Faculty of Medicine, Islamic University of Gaza, Gaza, Palestine; Zhu, Hong, Southern Medical University, Guangzhou, Guangdong, China; Thomas, Jason A., Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, WA, United States; Bian, Jiang, UF Health, Gainesville, FL, United States; Park, Jimyung, Department of Biomedical Sciences, Ajou University School of Medicine, Suwon, Gyeonggi-do, South Korea; Roldan, Jordi Martínez, Director of Innovation and Digital Transformation, Hospital del Mar, Barcelona, Barcelona, Spain; Posada, Jose D., Department of Medicine, Stanford University School of Medicine, Stanford, CA, United States; Banda, Juan M., Department of Computer Science, Georgia State University, Atlanta, GA, United States; Horcajada, Juan P., Department of Infectious Diseases, Universitat Autònoma de Barcelona, Cerdanyola del Valles, Barcelona, Spain; Kohler, Julianna, United States Agency for International Development, Washington, D.C., DC, United States; Shah, Karishma, University of Oxford Medical Sciences Division, Oxford, Oxfordshire, United Kingdom; Natarajan, Karthik, Department of Biomedical Informatics, Columbia University Irving Medical Center, New York, NY, United States, New York Presbyterian Hospital, New York, NY, United States; Lynch, Kristine E., VA Informatics and Computing Infrastructure, VA Medical Center, North Chicago, United States, University of Utah School of Medicine, Salt Lake City, UT, United States; Liu, Li, Big Data Center, Southern Medical University, Guangzhou, Guangdong, China; Schilling, Lisa M., Data Science to Patient Value, University of Colorado Anschutz School of Medicine, Aurora, CO, United States; Recalde, Martina, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Catalonia, Spain, Universitat Autònoma de Barcelona, Cerdanyola del Valles, Barcelona, Spain; Spotnitz, Matthew Emerson, University of Washington, Medicine, Seattle, WA, United States; Gong, Mengchun, Institute of Health Management, Southern Medical University, Guangzhou, Guangdong, China; Matheny, Michael Edwin, VA Medical Center, North Chicago, United States, Vanderbilt University Medical Center, Nashville, TN, United States; Valveny, Neus, TFS Develop, Barcelona, Catalonia, Spain; Weiskopf, Nicole Gray, Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, OR, United States; Shah, Nigam Haresh, Department of Medicine, Stanford University School of Medicine, Stanford, CA, United States; Alser, Osaid H., Harvard Medical School, Boston, MA, United States; Casajust, Paula, TFS Develop, Barcelona, Catalonia, Spain; Park, Rae Woong, Department of Biomedical Sciences, Ajou University School of Medicine, Suwon, Gyeonggi-do, South Korea, Department of Biomedical Informatics, Ajou University School of Medicine, Suwon, Gyeonggi-do, South Korea; Schuff, Robert A., Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, OR, United States; Seager, Sarah L., IQVIA Inc., Durham, NC, United States; Du Vall, Scott L., VA Informatics and Computing Infrastructure, VA Medical Center, North Chicago, United States, University of Utah School of Medicine, Salt Lake City, UT, United States; You, Seng-chan, Department of Preventive Medicine, Yonsei University College of Medicine, Seoul, South Korea; Song, Seokyoung, Department of Anesthesiology and Pain Medicine, Catholic University of Daegu, Gyeongsan, Gyeongsangbuk-do, South Korea; Fernández-Bertolín, Sergio, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Catalonia, Spain; Fortin, Stephen Patrick, Janssen Pharmaceuticals, Inc., Titusville, NJ, United States; Magoč, Tanja, UF Health, Gainesville, FL, United States; Falconer, Thomas, Department of Biomedical Informatics, Columbia University Irving Medical Center, New York, NY, United States; Subbian, Vignesh, College of Engineering, Tucson, AZ, United States; Huser, Vojtech, National Library of Medicine (NLM), Bethesda, MD, United States; Ahmed, Waheed Ul Rahman, University of Oxford Medical Sciences Division, Oxford, Oxfordshire, United Kingdom, College of Medicine and Health, Exeter, Devon, United Kingdom; Carter, William, Data Science to Patient Value, University of Colorado Anschutz School of Medicine, Aurora, CO, United States; Guan, Yin, DHC Technologies, Beijing, Beijing, China; Galvan, Yankuic, UF Health, Gainesville, FL, United States; He, Xing, UF Health, Gainesville, FL, United States; Rijnbeek, Peter R., Department of Medical Informatics, Erasmus MC, Rotterdam, Zuid-Holland, Netherlands; Hripcsak, George M., Department of Biomedical Informatics, Columbia University Irving Medical Center, New York, NY, United States, New York Presbyterian Hospital, New York, NY, United States; Ryan, Patrick Barry, Janssen Pharmaceuticals, Inc., Titusville, NJ, United States, Department of Biomedical Informatics, Columbia University Irving Medical Center, New York, NY, United States; Suchard, Marc A., Departments of Biostatistics, University of California, Los Angeles, Los Angeles, CA, United States; Prieto-Alhambra, Daniel, University of Oxford Medical Sciences Division, Oxford, Oxfordshire, United Kingdom