From what I've read, its a hospital infrastructure problem, not a material shortage problem. The pipes that deliver oxygen to the machines can't deliver oxygen any faster because they're freezing up from the amount of oxygen being used.
https://www.latimes.com/california/story/2020-12-29/oxygen-s...