Analysis of Grade Classification for Prehospital Injury Severity Scores Applied in Shonan-area Medical Control Council.
The Tokai journal of experimental and clinical medicine · 2022-04-06 · Method & validation
Abstract
OBJECTIVE: To clarify the usefulness of grade classification for injury severity scores applied in Shonan-area Medical Control Council. METHODS: The participants included 11,668 injury cases that occurred in this jurisdiction from April to September 2016. Multivariate analysis was performed using "severity at the time of the disease" a s the response variable. The AUC-ROC was also compared with and without Grade classification, and potential improvements in discrimination ability were examined. RESULTS: There were 11,271 subjects in the "mild/moderate" group and 397 subjects in the "severe/dead" group. Almost all explanatory variables were significant and independent risk factors in the multivariate analysis, and the "Load & Go adaptation" had a particularly high odds ratio of 20.2. Discrimination ability improved (AUC-ROC: 0.773 VS. 0.787) when Grade classification was added to the conventional pre-hospitalization evaluation items. CONCLUSION: Load & Go adaptation has a great influence on severity, and discrimination ability is improved through Grade classification.