"fatal if patient not given fresh air/oxygen in time."
It's worse than that. Two workmen in Edinburgh were exposed to CO, were able to leave and drive away, but both died. Blood has permanently lost O2 transport ability, and hospital care would be needed, but might not be enough. It's not just anoxia.