It is not that simple. Within the control group of non-smokers you need people who smoked yesterday or 12 hours before to determine if the testing is successful.
But even that is too simplist. You need to activity give a specific dose to a group with similiar profiles. You need to test with different profile groups.
Remember we are testing currently high not has been high.