More oxygen is not the underlying science here. Oxygen saturation is almost always at, or close to, 100%. See the Bohr Effect [0][1].
TL;DR Increased CO2 aids in Oxygen delivery efficiency.
[0] https://en.wikipedia.org/wiki/Bohr_effect [1] https://respiratorycram.com/bohr-effect/