Scientists might as well be practicing religion for all that it matters to non-scientists.

So, it comes down to trust. Unless you're going to do the science yourself, you have to trust somebody.

Also, despite mainstream scientific consensus being based on "testable hypothesis and reproducible results", it's still managed to get things terribly wrong. That's what they call a paradigm shift but most people would just call it being proven wrong.