Preheat the oven to 375 degrees F. Cut the tops off the tomatoes and scoop out the flesh and juice, being careful not to pierce the bottoms. Save the tomato juice and set aside. If the tomatoes don't stand upright, cut a sliver of the skin off of the bottom.