Check out this thread for some info and how to go about recovering:
Regarding this:
Is there any quick way to check if all files on remote storage exist
Normally Duplicati checks for the presence of all files remote files at the start of every backup operation. Has it been a long time since you ran a backup? Or did you perhaps turn off this check?