(OP here) Happy to answer any questions on this work!

Would a wearable model like this gain in predictive power by adding FHIR/EHR inputs? CoMET [1] has great AUC even without daily/lifestyle metrics like steps, awakenings at night, or vo2max estimates (which are present in say apple health). It would be interesting to know how much you would gain from having a holistic model that sees both inputs.

[1] https://arxiv.org/pdf/2508.12104v1

Amazing work - as a clinician, being able to have wearable data be clinically useful would be game changing for our patients and for models of healthcare delivery.