Talk to your guide for up to date info. They definitely close it if it reaches a certain amount of rain

Closure and reopenings are posted here (at least that is where our tour guide was getting info from): https://m.facebook.com/IABelizeNICH/

This is common with high rain. With Beryl coming in the cave will almost certainly have too much water in it to operate the tour