I have seen many theories regarding extinction events and their causes. If you look a bit deeper, sometimes, certain scientists are pursuing funding for their research. That said, the probability of some of these extinction events actually occurring are very remote.
A gamma ray burst from a supernova causing a mass extinction event, would have a very low probability of occurring.
Four events that could be considered as likely mass extinction events. Would be nuclear war, climate change, a super volcanic eruption, and an asteroid impact. Any of these four events
have a much higher probability of taking place.