When people breathe in pure oxygen, the gas can be very dangerous because it is a strong oxidizing agent. Oxygen toxicity refers to the harmful effects of breathing high levels of molecular oxygen. This can cause problems in the body including fatigue, vomiting, hallucinations, and brain abnormalities. It is also possible for people to die from oxygen toxicity if not treated immediately.