I'm confused. We make predictions about things we don't fully understand all the time. And about things we cannot possibly perceive. We do so by recognizing patterns across things we can see, and probing the relationship to the things we cannot. (See could mean any perception).

It's not guaranteed we could do that, even in our universe it's not guaranteed, but it's also not ruled out.