Ethics approval and consent to participate
Ethics approval for this analysis was obtained from the University of British Columbia’s Research Ethics Board (H17-00938) and National University of Singapore’s Institutional Review Board (2021 − 387). All methods were carried out in accordance with the Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD) guideline. Consent to participate was not applicable.