I have a red itchy rash on my face, legs, neck and stomach. I'm also have been running a fever with it. What could it be?

Fever with rash. Fever with could be a viral infection, some rare bacterial and parasitic infections. Viral rashes and fever usually gets better on its own in week to 10 days time, if continues get worse, have yourself examined by your physician.