There is no such thing as a trusted source, and there never has been. Before you act on information, always double- and triple-check, if at all possible. Treating Twitter, of all things, as a trusted source seems especially risky.
Treating Twitter as a trusted source is like treating the town square as a trusted source. Treating individual people with a proven track record who happen to be on Twitter (or in the town square) as a trusted source is far more reasonable.
This overt cynicism isn't a good way to consume content.
If you create yourself a nice echo chamber (which social media and internet allows you to do so) you can triple/quadruple check to your heart's content and still consume "wrong" information.