Establishment of a differential diagnosis method and an online prediction platform for AOSD and sepsis based on gradient boosting decision trees algorithm.

"availability of data and materials all the data in this study came from the affiliated hospital of xuzhou medical university the dataset can be accessed at https://doi org/10 6084/m9 figshare 22117556 declarations ethics approval and consent to participate written informed consent for all data was obtained from patients during their hospitalization and the ethics committee of the affiliated hospital of xuzhou medical university approved the study (xyfy2022-kl426-01). availability of data and materials all the data in this study came from the affiliated hospital of xuzhou medical university the dataset can be accessed at https://doi"

"Declarations Ethics approval and consent to participateWritten informed consent for all data was obtained from patients during their hospitalization, and the Ethics Committee of the Affiliated Hospital of Xuzhou Medical University approved the study. (XYFY2022-KL426-01). Consent for publicationNot applicable. Competing interestsThe authors declare no competing interests. Competing interests The authors declare no competing interests."

"Funding This work was supported by the national key research and development program of China (2020YFC2006600)."