DEA chief Chuck Rosenberg on Wednesday rejected the notion that smoking marijuana is "medicine," calling the premise a "joke."

Last week, the acting chief of the Drug Enforcement Administration called medical marijuana "a joke" during a Q&A with reporters. Now, medical marijuana patients are calling for his head, with an online petition demanding his resignation attracting over 10,000 signatures on change.org.