AUTHOR=Zhou Zhitong , Liu Shangshu , Qu Fangzhou , Wei Yuanhui , Song Manya , Guan Xizhou TITLE=Development and validation of a clinical prediction model for pneumonia - associated bloodstream infections JOURNAL=Frontiers in Cellular and Infection Microbiology VOLUME=Volume 15 - 2025 YEAR=2025 URL=https://www.frontiersin.org/journals/cellular-and-infection-microbiology/articles/10.3389/fcimb.2025.1531732 DOI=10.3389/fcimb.2025.1531732 ISSN=2235-2988