How does gravity work in toroidal masses?

Assuming a large planet sized toroidal mass (ring shaped) suspended in space with no other accountable gravitational forces, what would happen to an object traveling at less than escape velocity through the exact center of the toroid? Would it be slowed/stopped in the center, or would it be pulled "down" toward a surface of the toroid?