Sorry, but a potential of the form $$U(r)\ \alpha \ -{1\over r^3}$$ is an attractive potential. The force that is generated by this sort of potential will be $${\bf F}\ \alpha\ -{{\bf r}\over r^5}$$.See the above quote from your wiki reference. The "unique attractive force due GR" causes additional precession and due to this the planet Mercury takes "additional time" for completion of its orbit. This "additional time" suggets the effect is repulsive. [note: behaviour of precession is not linear.]
It is the direction of the force that suggests that it is an attractive force, not the "additional time".
As you quote from wiki: "the unique ATTRACTIVE force ..."
The attractive force is attractive. This not a repulsive attractive force.