You saw clusters of illness

(many of which had zero actual illness and were just a positive test result)

The explanation for the cluster of illness is hypothesized to be contagion spread by a micro-pathogen, but this hypothesis must be tested rather than assumed, if you wish to offer a scientifically sound explanation of events