Scientific models are revised and updated often. We know, for example, that our knowledge of physics is very incomplete. It’s quite likely that new discoveries will be made in our lifetime that fundamentally challenge what we ‘know’ about the nature of reality - and then eventually those models may be revised and updated as well.

If you understand science as what it is, a system of mathematical models which make increasingly accurate predictions and are updated on a generational basis, then it makes perfect sense to treat it with skepticism insofar as it is not a complete or final description of reality. It doesn’t mean you have to become a flat earther. If anything it helps with understanding new discoveries - one of the barriers to laymen grasping quantum mechanics is that it contradicts ‘the truth’ which they thought they already learned it school.