This article seems to suggest science is hopeless when we can't conduct randomized controlled trials. I don't think that's fair: the methods used in econometrics for learning from quasi-experiments (e.g. natural experiments, regression discontinuity) seem like they would be perfectly good for studying nutrition too.
He was a dentist who started looking into the relationship between diet and teeth in the early 1900s. He decided to do a series of ethnographic nutrition studies in villages in Switzerland, Gaelic communities in the Outer Hebrides, Eskimos and Indians of North America, Melanesian and Polynesian South Sea Islanders, African tribes, Australian Aborigines, New Zealand Maori and the Indians of South America during the 1930s and find out what common denominators they had in their diets that contributed to their great teeth and good health. He published these in his book, Nutrition and Physical Degeneration.
I'm not exactly sure why his studies are neglected, but I agree that it's possible to learn about nutrition using other methods.