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Authors
Khair, Duaa O. https://orcid.org/0000-0001-8659-4257
Kale, Aditya U.
Agbakoba, Ruth
Goh, Ethan https://orcid.org/0009-0001-7491-4257
Mateen, Bilal A. https://orcid.org/0000-0003-4423-6472
Ong, Ariel Y.
McAteer, Sara-Jane
Shelmerdine, Susan C.
Mackintosh, Maxine
Liu, Xiaoxuan
McCradden, Melissa D. https://orcid.org/0000-0002-6476-2165
D’Souza, Hayley
Robinson, Torie
Pearson, Russell
Mistry, Pritesh
Machirori, Mavis
Downing, Andrea https://orcid.org/0000-0001-8401-8686
Blease, Charlotte
Alderman, Joseph E. https://orcid.org/0000-0001-8273-9009
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Article History
First Online: 19 February 2026
Competing interests
: X.L. is health research lead at Microsoft AI. C.B. has received payment as an independent ethics consultant to Google DeepMind and attended a conference sponsored by Angelini Pharmaceuticals in 2025.
