When people in the (US at least) healthcare industry use the word "control" they are specifically referring to the well-defined "controlled substances".

In the context of the legally defined controlled substances or "scheduled drugs", no, needing a prescription does not automatically mean it is a controlled drug.

Is a prescription inherently a type of 'control' against who can access certain drugs? Sure, but I don't think anyone was arguing that.