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ate are recommended to be investigated. Of the existing sepsis markers, immature granulocytes (IG) most frequently reflect the presence of an infection. The importance of IG as an early predictor of sepsis and bacteremia is evaluated differently for each study. This study aimed to evaluate the effectiveness of the Sysmex XN series' IG% as an independent prognostic indicator of sepsis using machine learning. A total of 2465 IG% results from 117 severe burn patients in the intensive care unit of one institution were retrospectively analyz