What is a Control Group in Science?

You might know that when scientists do medical experiments involving people, they tend to use two groups, one that gets a treatment and one that does not. Well, the control group in science is the group that does NOT get the treatment. They are often given a placebo instead. They think they are getting the treatment, when in actuality they are not.