Percentages are somewhat misleading here. That's around 2 in 25, enough to falsely accuse a student or 2 in a fairly standard classroom for example.
I remember somebody mentioning a quote along the lines of "A 95% success rate sounds good, until you become the 1 in 20 that it kills"