One is prescribed by a physician: prescribed drug.
One is not and obtained by fraudulent means: illegal drug. The drug itself may not be illegal but still is a controlled substance and possession of without a prescription or dispensing without a license to do so is CRIMINAL.
Simple legal definiton....If you want the state statute definition/criminal code, I can grab it for you.