A proprietary sepsis prediction model reports AUC 0.99 and 99.99% accuracy, but the evaluation is undermined by likely patient-level leakage and an invalid comparison to COMPOSER.
Worldwide, around 48.9 million people are affected by sepsis annually, resulting in 11 million deaths (2, 3)
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Development and Validation of SXI++ LNM Algorithm for Sepsis Prediction
A proprietary sepsis prediction model reports AUC 0.99 and 99.99% accuracy, but the evaluation is undermined by likely patient-level leakage and an invalid comparison to COMPOSER.