What your physician is saying is incorrect. Unfortunately, there is a lot of misinformation amongst physicians as well (excluding GI docs and those well educated in celiac disease). Note: I am a physician, biopsy-positive celiac, and have a degree in immunology.
Summary: do not eat gluten.
Explanation: I'm going to assume this was your anti-transglutaminase...