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Paul Little 1,*, Nick A Francis 1, Beth Stuart 1, Gilly O’Reilly 1, Natalie Thompson 1, Taeko Becque 1, Alastair D Hay 2, Kay Wang 3, Michael Sharland 4, Anthony Harnden 3, Guiqing Yao 5, James Raftery 1, Shihua Zhu 1, Joseph Little 1, Charlotte Hookham 1, Kate Rowley 2, Joanne Euden 6, Kim Harman 1, Samuel Coenen 7, Robert C Read 8,9, Catherine Woods 1, Christopher C Butler 3, Saul N Faust 8,9, Geraldine Leydon 1, Mandy Wan 10, Kerenza Hood 6, Jane Whitehurst 11, Samantha Richards-Hall 12, Peter Smith 13, Michael Thomas 1, Michael Moore 1, Theo Verheij 1,14

1 Primary Care Population Sciences and Medical Education Unit, University of Southampton, Southampton, UK
2 Centre for Academic Primary Care, Bristol Medical School, Population Health Sciences, University of Bristol, Bristol, UK
3 Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
4 Institute of Infection and Immunity, St George’s University, London, UK
5 Biostatistics Research Group, Department of Health Sciences, College of Life Sciences, University of Leicester, Leicester, UK
6 Centre for Trials Research, College of Biomedical and Life Sciences, Cardiff University, Cardiff, UK
7 Department of Family Medicine & Population Health and Vaccine & Infectious Disease Institute, University of Antwerp, Antwerp, Belgium
8 National Institute for Health and Care Research (NIHR) Southampton Clinical Research Facility and Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK
9 Faculty of Medicine and Institute for Life Sciences, University of Southampton, Southampton, UK
10 Evelina Pharmacy, Guy’s and St Thomas’ NHS Foundation Trust, London, UK
11 National Institute for Health and Care Research (NIHR) Applied Research Collaboration West Midlands, Coventry, UK
12 Southampton Primary Care Research Centre, Primary Care Population Sciences and Medical Education Unit, University of Southampton, Southampton, UK
13 Southampton Statistical Sciences Research Institute, University of Southampton, Southampton, UK
14 Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht, the Netherlands
* Corresponding author Email: p.little@soton.ac.uk

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