Preheat oven to 425°.
Arrange shrimp in a single layer in a 13 x 9-inch baking dish coated with cooking spray. Combine lemon juice and next 5 ingredients; pour over shrimp.
Bake at 425° for 8 to 10 minutes or until shrimp are done. Sprinkle parsley over shrimp; serve immediately.