“…The model for Oncotype DX, approved for clinical use, was ultimately derived from pooling three clinical trials' results (Paik et al, 2014). In the case of sepsis, attempts to use publicly available data to improve robustness may similarly prove fruitful (Sweeney et al, 2018a;Sweeney et al, 2018b;Cano-Gamez et al, 2022). Likewise, more groups taking steps to ensure their analyses can be reproduced and applied to new populations, by sharing code and data, should also hasten this process (Heil et al, 2021).…”