While the sauce simmers, fill a large pot with water and bring it to a boil.
Submerge the whole head of cabbage in the boiling water for 3 to 5 minutes, until the outer leaves soften and become pliable. Remove and peel away about 12 large leaves.
Trim each leaf by cutting a V-shaped wedge from the thick stem area so the leaf can be rolled more easily.
In a large bowl combine the ground beef, cooked rice, chopped onion, minced garlic, 2 tablespoons of the chopped parsley, egg, salt and pepper. Add 1/2 cup of the warm tomato sauce and mix until evenly combined.
Portion roughly 1/3 cup of the meat mixture, shape it into a short log, place it across the base of a cabbage leaf and roll the leaf around the filling, tucking in the sides. Repeat until all rolls are formed.
Preheat the oven to 350°F (175°C). Coat a 9x13-inch baking dish with cooking spray and spread half of the tomato sauce across the bottom.
Arrange the cabbage rolls seam-side down in the prepared dish. Spoon the remaining sauce over the top to cover the rolls.
Cover the dish tightly with foil and bake for 60 to 90 minutes, until the cabbage is tender and the filling is cooked through.
Remove from the oven, sprinkle with the remaining parsley, and serve warm.