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I skimmed the original study (published in 2014).
This is a correlation study, as are nearly all large-scale population studies. Everything (including number of produce servings a day consumed, physical health, and mental health) is self reported. The author says they controlled for income among other variables, but I'm calling SUS, because there's a lot of factors regarding diet/food accessibility not easily captured in a handful of basic data points. In other words, there might be something here, but absolutely nothing has been proven.
Remember, ice cream consumption is not a driver of the murder rate.*
*It's a science meme, go look it up