The problem isn't science itself; it's that the word has been appropriated by industry such that people confuse science with dogma.
Of course, by all means - stand on the side of science. Open your mind to the skepticism that is the basis for scientific exploration and recognize that much of what we "know" today will be debunked within a generation or two.
For more immediate decisions, if you're interested in vaccines and truly stand on the side of science rather than dogma you make sure to read the inserts, you research how the studies are set up, you do a deep dive into what ingredients are allowed, etc.