This question already has an answer here:
I was on the PPCG meta site, and suddenly the "3 notifications" appeared. I went there, and the queues are all empty. Refreshing and revisiting the page did nothing.
Is this perhaps showing me notifications for items in the queue that I had already reviewed? The notifications appeared after my most recent reviews.