Enhanced data sharing is just another JavaScript pixel, so it’s not great for CAPI integration, even though it’s the only option.
I installed a data layer and set up server side tagging using Elevar, and that solved it. I’d recommend doing it properly like this. Their support is great and it’s made a big difference to my FB campaigns.