Notably this works on asymptomatic forced coughs. 17% false positive rate but 98.5% true positive rate. Extremely interesting.
But as usual, the fault is in the summary, not the research.
For example, it's possible to have early stage breast cancer or colon cancer but have no symptoms (yet). Which is why they do screenings to catch these early.