“…We can approach this problem via two immediately available sources of samples, allowing increasing granularity of prediction; there is also potential for a much more comprehensive approach. First, samples that could be leveraged for serological analysis are often available, collected as part of efforts for routine surveillance (such as fever and rash surveillance [12]), and stored at national reference laboratories in countries around the world. Second, large cross-sectional surveys [11] that include blood samples taken to test for other health outcomes (e.g., HIV prevalence studies) are widespread, often multi-national (e.g., the Demographic Health Surveys) and may be repeated across years, providing the important perspective of changes across time.…”