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Peer-Reviewed Publication
NPJ Digit Med2026May 21, 2026Journal Article

Appropriateness and utility of a clinical decision support system at the digital front door.

Andreia Pimenta1, Nisha Kini1, Fabienne Cotte1, Filipa Dias Lourenço2, Miguel Paiva Pereira2, Marcel Schmude1, Athena Lemesiou1, Stephen Gilbert3, Tauseef Mehrali1, Micaela Seemann Monteiro2, Pedro Flores4
1Ada Health GmbH, Neue Grünstraße 17, Berlin, Germany.
2CUF - Gestão de clientes e de serviços de saúde, S.A., Avenida do Forte, N 3, Edifício Suécia III, Carnaxide, Portugal.
3Else Kröner-Fresenius Center for Digital Health, TUD Dresden University of Technology, Dresden, Germany.
4CUF - Gestão de clientes e de serviços de saúde, S.A., Avenida do Forte, N 3, Edifício Suécia III, Carnaxide, Portugal. pedro.v.silva@cuf.pt.

Abstract

Digital front doors combining symptom assessment and self-triage are increasingly used, yet real-world evidence on their clinical integration remains limited. This prospective post-market clinical follow-up evaluated a clinical decision support system embedded in routine care within a large private healthcare network. Adults completed a structured symptom assessment before consultation, and both p…

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