I don't think I'd be able to believe more than maybe 0.0001% of true scientific claims if I had to use an epistemological system where I only believe results I'

I don't think I'd be able to believe more than maybe 0.0001% of true scientific claims if I had to use an epistemological system where I only believe results I've personally replicated. Am I supposed to build my own version of the large hadron collider in order to believe in modern particle physics?