1. Institute of Global Health, UCL, London, UK
2. University College London (UCL) Respiratory, Division of Medicine, UCL, London, UK;, Royal Free London National Health Service Foundation Trust, London, UK
3. Centre for Clinical Microbiology, UCL, London, UK
4. Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, USA