There is a fine line between pharmaceuticals and drugs. Addictive narcotics, psychotropics, and medicines that require proper management are controlled substances. Controlled substances that are prescribed by a physician for legal medical use are pharmaceuticals. Controlled substances that are abused for non-medical purposes are considered drugs.