the way these things are described feels very much like people are using a dowsing rod to find where to dig a well, or something. mumbo-jumbo.
I'm sure even "super ultra giga processed" foods are fine for you so long as you don't eat a lot of them. I'm not even sure that "processed" is bad at all. I don't want to eat raw cashews, I'll die (as will anyone else) I want those processed by cooking. Is pre-cooked food "processed" or "highly processed" or "ultra processed" or something else? all of the above; it depends on who you ask.
I don't know of any level of "processed" which is bad, I just know that if you consume 10k calories per day and only burn 3k, you're going to gain weight, level of "processed" probably doesn't matter. And I think that's all this study is saying: unless you're extremely active, you can't burn 10k calories a day, your body really limits how many calories you can burn in a day unless you are physically working enough to actually turn that amount of energy into physical work.
anyway, yeah. i immediately distrust anyone that starts mentioning "processed" or "highly processed" or "ultra processed" because I don't think those are defined. I think they're speaking entirely on vibes which are not quantitative.