It sometimes happens that the PDF takes time to load all the content. It'll obviously take more time if it has a lot of pages. Happens with me sometimes when I try to open a PDF that has 20+ pages. It says downloaded and when you try to open it, there's nothing. I leave the screen on for a few mins. so that it can load all the content.
Another possibility can be that the PDF file was just corrupt. 😕