1. Big Data Institute, Nuffield Department of Population Health, University of Oxford , UK
2. Nuffield Department of Medicine, University of Oxford , UK
3. Department of Infectious Diseases and Microbiology, Oxford University Hospitals NHS Foundation Trust, John Radcliffe Hospital , Oxford , UK
4. The National Institute for Health Research Oxford Biomedical Research Centre, University of Oxford , Oxford , UK
5. Health Protection Research Unit in Healthcare Associated Infections and Antimicrobial Resistance, University of Oxford , UK
6. Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford , Oxford , UK