You are fine. Toyota manual lists 4.3 psi as minimum pressure at warm idle. 36-71 psi at 3000 rpm.
Just for your info, a lot of "turbo" oil pumps sold by parts chains are actually a regular 22re pump. I have always bought the turbo pump from Toyota for this reason.
