The piece of evidence that would best strengthen the argument that chocolate cake is part of a healthy diet is: "Since chocolate contains antioxidants, it can decrease the risk of stroke."
This statement directly connects the consumption of chocolate, which is a key ingredient in chocolate cake, to a health benefit, thereby supporting the idea that chocolate cake can have a role in a healthy diet.