Also seems like this could end up being a case of multiple hypotheses -- if the false positive rate is very low but all the large cities are performing this tes

Also seems like this could end up being a case of multiple hypotheses -- if the false positive rate is very low but all the large cities are performing this test right now, someone's going to hit what will seem to them to be a very unlucky false positive.