**Acknowledgements**

CD and BG would like to acknowledge funding from the Bill & Melinda Gates Foundation (OPP1034789 & OPP1173572). LO is funded by a UK Royal Society Dorothy Hodgkin Fellowship, and also acknowledges grants from the Bill & Melinda Gates Foundation and Medicines for Malaria Venture. HS is supported by an Imperial College junior research fellowship.
