Seems like there are two things which could follow from that:
1) We don't completely understand gravity at scale
2) Dark matter in some form or another exists
It just so happens that the huge majority of evidence points to #2.
I'd be hesitant to accuse a huge body of research collected hundreds of people over decades of making some sort of trivial error like that.