One of the chemicals that's commonly added to foods is the preservative sodium benzoate. Just how much food would you have to eat before that chemical killed you? It's tough to say exactly, but it's safe to conclude that the only real threat is if you get hit by a truck hauling sodium benzoate.
Preservatives help keep our food supply safe and reduce food waste. Apparently, Panera Bread is unaware of this.