No. Prescription bottles look different. They're orange-yellow with a white top, but if you've got aspirin or anything else small and round enough to fit in the bottle, you can switch out the pills for that.

Should be enough to pass a quick glance as long as there's something in there. He shouldn't be using them regularly with Rhys healed.