A new noninvasive screening test is proposed that is claimed

A new non-invasive screening test is proposed that is claimed to be able to identify patients with impaired glucose tolerance based on a battery of questions related to health behaviors. The new test is given to 75 patients. Based on each patient

So the probability of receiving a positive test if you actually have impaired glucose tolerance is

20/(20+15+8+37) = 0.25