A novel, standardised approach to balancing effectiveness, efficiency and utility of surveillance AI prediction models for hospitalised patients using sepsis prediction as an exemplar. - Anton H. van der Vegt; Victoria Campbell; Robert Webb; Balasubramanian Venkatesh; Paul J. Lane; Kathryn Wilks; Steven McPhail; Michael Rice; Tara Isaacs; Ahmad Abdel-Hafez; Stephen Whebell; Adam Irwin; et al. (J. Am. Medical Informatics Assoc., 2026)