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Article History

Received: 4 June 2025

Accepted: 1 November 2025

First Online: 26 November 2025

Competing interests

: S.B., A.De., A.Dr., A.L.R., R.R., S.H. and T.K. declare no competing interest. S.G. has or has had consulting relationships with Una Health GmbH, 469 Lindus Health Ltd.; Flo Ltd, Thymia Ltd., FORUM Institut für Management GmbH, High-Tech Gründerfonds 470 Management GmbH, Haleon plc, Ada Health GmbH, and he holds share options in Ada Health GmbH. S.G. is a News and Views Editor for npj Digital Medicine. S.G. played no role in the internal review or decision to publish this article. The authors declare no financial, commercial, or proprietary interest in the development, commercialisation, or implementation of the SHC platform. This research is conducted solely for academic and scientific purposes, with no affiliation to any commercial entity seeking to profit from the platform. All research output will be made publicly available as Open-Source modules.