The Base Rate Fallacy is a well-understood issue among those that understand the statistics of infectious disease. Those that do not understand are known ( like @Van_der_Voort_4 ) to try to manipulate the disease data.
Although explained again in laymen's terms:
The simpler, false analysis is...