Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments. - Arlene Casey; Stuart Dunbar; Franz Gruber; Samuel McInerney; Matús Falis; Pamela Linksted; Katie Wilde; Kathy Harrison; Alison Hamilton; Christian Cole (CoRR, 2025)