Once you have randomly selected, from all possible candidates for the new treatment or procedure, persons whom you believe would be potential candidates for your new treatment or procedure, the next step is to randomly assign each one to either experimental or control group.
This insures statistical equivalence of the experimental and control groups. What this means is that, in a broad sense, the groups are identical with the one exception of the experimental variable.