Newtonian gravity works in the range of low gravitational field intensity. For strong gravitational field intensities, General Relativity is a better approximation.
Could Newtonian gravity not work as a good approximation in the very low gravitational field intensity regime, and a quantum theory of gravity be a better one just like General Relativity works better for strong gravitational field intensities?
There are macroscopic phenomena that cannot be explained without quantum mechanics, such as non-collapsing neutron stars due to degenerancy pressure. Maybe dark matter is another macroscopic phenoma due to quantum gravity.