Toh, Ming Ren
Ang, Shu Wei
Ng, Gerald Xuan Zhong
Goel, Ishita
Low, Kai Xin
Tan, Vivian
Ong, Kheng Yong
Chan, Hong Ngee
Wu, Jun Tian
Lee, Chun Fan
Ong, Marcus Eng Hock
Matchar, David Bruce
Tan, Ngiap Chuan
Loo, Chian Min
Lam, Shao Wei
Koh, Mariko Siyue
Funding for this research was provided by:
GlaxoSmithKline
Article History
Received: 22 December 2024
Accepted: 8 September 2025
First Online: 29 September 2025
Declarations
:
: Human Ethics and Consent to Participate declarations: Ethics board approval was obtained as part of the SDG-CARE collaboration, prior to developing the SCDM (SingHealth Centralized Institutional Review Board Ref No. 2017/2950). Informed consent has been waived by SingHealth Centralized Institutional Review Board Ref No. 2017/2950. All research were performed in accordance with the Declaration of Helsinki.
: Not applicable as the research does not involve any individual person’s data.
: The authors declare no competing interests.
: Not applicable.