In fairness, I think it's pretty clear that the problem stems not from poor mathematical skills, but simply from astoundingly bad reading skills (likely amplified by her increasing tendency to phone it in.) It seems pretty clear to me that she somehow managed to read the question as something more like, "IF a person has NOT been tested for a year, what is the probability that they will be tested the next time?"