1. The National Institute for Health Research Health Protection Research Unit in Healthcare Associated Infections and Antimicrobial Resistance at the University of Oxford , Oxford , UK
2. Department of Engineering, University of Oxford , Oxford , UK
3. Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford , Oxford , UK
4. The National Institute for Health Research Oxford Biomedical Research Centre, University of Oxford , Oxford , UK
5. Department of Infectious Diseases and Microbiology, Oxford University Hospitals NHS Foundation Trust, John Radcliffe Hospital , Oxford , UK
6. Nuffield Department of Medicine, University of Oxford , Oxford , UK
7. Department of Mathematics, University of Manchester , Manchester , UK
8. IBM Research, Hartree Centre, Sci-Tech Daresbury , UK
9. Office for National Statistics , Newport , UK
10. Francis Crick Institute , London , UK
11. Division of Infection and Immunity, University College London , London UK
12. Department of Infection, University College London Hospitals , London , UK
13. Big Data Institute, Nuffield Department of Population Health, University of Oxford , Oxford , UK