Recently if I leave an event adventure ready to collect, it doesn't drop any items after the event is over. It used to be that the adventures will drop items regardless of when they were collected but that seems to have changed. Of course, this is just anecdotal evidence and I have no way of knowing if this will hold true for every event or if this is now a random thing.