Author information: (1)ISARIC, Pandemic Sciences Institute, University of Oxford, Oxford, United Kingdom. (2)Big Data Institute, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom. (3)National Institute for Communicable Diseases, South Africa; Right to Care, Johannesburg, South Africa. (4)Faculty of Medicine, University of British Columbia, Vancouver, Canada. (5)MRC Population Health Research Unit, Clinical Trials Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom. (6)Institute of Infection, Veterinary and Ecological Sciences, Faculty of Health and Life Sciences, University of Liverpool, Liverpool, United Kingdom. (7)Respiratory Medicine, Alder Hey Children's Hospital, University of Liverpool, Liverpool, United Kingdom. (8)Royal Melbourne Hospital, Melbourne, Australia. (9)Centre for Integrated Critical Care, University of Melbourne, Melbourne, Australia. (10)Universidad de La Sabana, Chia, Colombia. (11)Clinica Universidad de La Sabana, Chia, Colombia. (12)Department of Computer Science, University of Oxford, Oxford, United Kingdom. (13)Department of Biology, University of Oxford, Oxford, United Kingdom. (14)Emergency Department. Hospital Universitario La Paz - IdiPAZ, Madrid, Spain. (15)Department of Infectious Diseases and Clinical Microbiology, School of Medicine, Marmara University, Istanbul, Turkey. (16)Roslin Institute, University of Edinburgh, Edinburgh, United Kingdom. (17)Intensive Care Unit, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom. (18)Critical Care and Anesthesia, Nepal Mediciti Hospital, Lalitpur, Nepal. (19)King Abdullah International Medical Research Center and King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia. (20)Network for Improving Critical care Systems and Training, Colombo, Sri Lanka. (21)Department of Infectious, Tropical Diseases and Microbiology (DITM), IRCCS Sacro Cuore Don Calabria Hospital, Negrar di Valpolicella, Verona, Italy. (22)Makati Medical Center, Makati City, Makati, Philippines. (23)Department of Anesthesiology, Centre hospitalier de l'Université de Montréal, Montréal, Canada. (24)Department of Medicine, Critical Care Division, Centre hospitalier de l'Université de Montréal, Montréal, Canada. (25)Carrefour de l'innovation et santé des populations, Centre de recherche du Centre hospitalier de l'Université de Montréal (CRCHUM), Montréal, Canada. (26)Department of Anesthesiology and Pain Medicine, Université de Montréal, Montréal, Canada. (27)Centre for Medical Informatics, The University of Edinburgh, Usher Institute of Population Health Sciences and Informatics, Edinburgh, United Kingdom. (28)Department of Infectious Diseases, Hospital del Mar, Infectious Pathology and Antimicrobial Research Group (IPAR), Institut Hospital del Mar d'Investigacions Mèdiques (IMIM), Universitat Autònoma de Barcelona (UAB), CEXS-Universitat Pompeu Fabra, Barcelona, Spain. (29)Instituto de Infectologia Emílio Ribas, São Paulo, Brazil. (30)Lions Gate Hospital, North Vancouver, Canada. (31)International Islamic University Malaysia, Selangor, Malaysia. (32)Clinical Research Centre, Sunway Medical Centre, Selangor Darul Ehsan, Selangor, Malaysia. (33)Digital Health Research and Innovation Unit, Institute for Clinical Research, National Institutes of Health (NIH), Selangor, Malaysia. (34)World Health Organization, Genève, Switzerland. (35)Carol Davila University of Medicine and Pharmacy, Bucharest, Romania. (36)National Institute for Infectious Diseases "Prof. Dr. Matei Bals", Bucharest, Romania. (37)Fundación Cardiovascular de Colombia, Santander, Colombia. (38)Department of Critical Care Medicine, Sunnybrook Health Sciences Centre, Toronto, Canada. (39)Department of Critical Care Medicine, Manipal Hospital Whitefield, Bengaluru, India. (40)Department of Medical Microbiology and Infection Control, Franciscus Gasthuis & Vlietland, Rotterdam, Netherlands. (41)Critical Care Asia and Ziauddin University, Karachi, Pakistan. (42)Pandemic Sciences Institute, University of Oxford, Oxford, United Kingdom. (43)Department of Intensive Care, Franciscus Gasthuis & Vlietland, Rotterdam, Netherlands. (44)Infectious Diseases Data Observatory, Centre for Tropical Medicine and Global Health, University of Oxford, Oxford, United Kingdom.