When you have a meeting for work, it's rude to leave before the meeting is finished. So you have to stay there for the entire meeting. To be "stuck in" a meeting means to be required to stay, even though you'd rather leave.
You can use this phrase as an excuse for why you were late for something:
Sorry, I've been stuck in meetings all afternoon.