phoenix: an R package and Python']Python module for calculating the Phoenix pediatric sepsis score and criteria

被引:0
|
作者
DeWitt, Peter E. [1 ]
Russell, Seth [1 ]
Rebull, Margaret N. [1 ]
Sanchez-Pinto, L. Nelson [2 ,3 ,4 ]
Bennett, Tellen D. [1 ,5 ]
机构
[1] Univ Colorado, Univ Colorado Sch Med, Dept Biomed Informat, Anschutz Med Campus, Aurora, CO 80045 USA
[2] Northwestern Univ, Feinberg Sch Med, Dept Pediat Crit Care, Chicago, IL 60611 USA
[3] Ann & Robert H Lurie Childrens Hosp Chicago, Chicago, IL 60611 USA
[4] Northwestern Univ, Feinberg Sch Med, Dept Prevent Med Hlth & Biomed Informat, Chicago, IL 60611 USA
[5] Univ Colorado, Univ Colorado Sch Med, Dept Pediat, Sect Crit Care Med,Anschutz Med Campus, Aurora, CO 80045 USA
关键词
sepsis; septic shock; pediatrics; computer software; EHR; INTERNATIONAL CONSENSUS DEFINITIONS;
D O I
10.1093/jamiaopen/ooae066
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Objectives: The publication of the Phoenix criteria for pediatric sepsis and septic shock initiates a new era in clinical care and research of pediatric sepsis. Tools to consistently and accurately apply the Phoenix criteria to electronic health records (EHRs) is one part of building a robust and internally consistent body of research across multiple research groups and datasets. Materials and Methods: We developed the phoenix R package and Python module to provide researchers with intuitive and simple functions to apply the Phoenix criteria to EHR data. Results: The phoenix R package and Python module enable researchers to apply the Phoenix criteria to EHR datasets and derive the relevant indicators, total scores, and sub-scores. Discussion: The transition to the Phoenix criteria marks a major change in the conceptual definition of pediatric sepsis. Applicable across differentially resourced settings, the Phoenix criteria should help improve clinical care and research. Conclusion: The phoenix R package and Python model are freely available on CRAN, PyPi, and GitHub. These tools enable the consistent and accurate application of the Phoenix criteria to EHR datasets.
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页数:5
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