This is a potential case of the White Cog problem - the rails not being parallel with the disk surface and when it gets to a certain point, it can no longer focus.
It might not be that, of course and your model PS2 might not allow the White Cog adjustment.
Anyway there's more on this inside this site:
http://charlie.ps2newz.net/main.shtml