Of course there will be other cases like this. Happens all the time. Not long ago a lot of people thought, the sun was orbiting the earth. Even the big bang - now know to mostly everyone - wasn't accepted a few decades ago. Of course things get complicated in detail. But overall even non-scientiests can understand at least the basics, for example that burning wood is a chemical reaction with oxygen involved (not known a few centuries ago). And who knows what we'll think in the future about something that's totally clear for a future person but not to us right now.