Ok, so I just went ahead with restoring my site back to this version of more than a month ago. And it looks like all the Collection items are being kept. So all of my css changes and content in pages (images and text) are restored, while the products and the CMS items are still all there.
So the content that is directly made in pages is lost, but the collection remained.