Arrange the tomatoes on a lightly oiled baking sheet. Bake for about 20 minutes, until the tomatoes begin to soften and the skins start to wrinkle. Transfer to a serving plate and drizzle with extra virgin olive oil, balsamic vinegar, and a spoonful of the reserved tomato juice. Serve warm or at room temperature.