If you haven't by now: watch "Contagion".
It was of course much better to watch pre-pandemic and see it all unfold in real-time - but it's also nice in retrospective.
Afterwards, you can make educated guesses which other films projecting a catastrophic event are going to turn out as pretty good predictions.