The very nature of the scientific method implies that the things that are accepted as true are only true because despite trying our hardest, we haven’t managed to prove them wrong yet, and we are continually trying to. The ideas that manage to survive are generally the good ones, and bad ideas tend to get killed pretty quickly.
I suggest giving “The Demon Haunted World: Science as a Candle in the Dark” by Carl Sagan a read.