Always using the appeal to nature is a fallacy, but a more refined heuristic is to simply consider that the burden of proof for a processed meal is much greater than that for an unprocessed one.

I remember a movie from the 1950s, where a character was arguing that "margarine is just like butter", and the response was that "butter needs no explanation".