After getting home, I did some more testing.
The desktop application synced the annotations with no problems.
I opened the iOS app on my iPad, and it synced the annotations. It looks like it only downloads the annotations when first started. It seems to sync annotations made in the app immediately, but only gets them from other devices at startup.
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