Simplified Estimates of the Probability of Death After Burn Injuries: Extending and Updating the Baux Score

被引:301
作者
Osler, Turner [1 ]
Glance, Laurent G. [2 ]
Hosmer, David W. [3 ]
机构
[1] Univ Vermont, Dept Surg, Colchester, VT 05446 USA
[2] Univ Rochester, Sch Med & Dent, Dept Anesthesiol, Rochester, NY USA
[3] Univ Massachusetts, Sch Publ Hlth & Hlth Sci, Dept Publ Hlth, Amherst, MA 01003 USA
来源
JOURNAL OF TRAUMA-INJURY INFECTION AND CRITICAL CARE | 2010年 / 68卷 / 03期
基金
美国医疗保健研究与质量局;
关键词
Burns; Outcome prediction; Logistic regression; INHALATION INJURY; MORTALITY;
D O I
10.1097/TA.0b013e3181c453b3
中图分类号
R4 [临床医学];
学科分类号
100218 [急诊医学];
摘要
Background: Generations of clinicians have used the Baux score, defined as the sum of age in years and percent body burn, to predict percent mortality after trauma, but advances in burn care have rendered the predictions of this score too pessimistic. Additionally, this score does not include the effects of inhalation injury. Methods: We revised the Baux score to include inhalation injury and recalibrated its predictions using a single-term logistic regression model developed using data on 39,888 burned patients provided by the national burn repository. We compared this revised Baux score to a more complex logistic regression model derived from the same data set and predictors. Results: A preliminary logistic regression model showed that age and percent burn contribute almost equally to mortality and further that the presence of inhalation injury added the equivalent of 17 years ( or 17% burn). These observations suggested a revised Baux Score: Age + Percent Burn + 17 * (Inhalation Injury, 1 = yes, 0 = no) A logistic model based on the Revised Baux Score performed well, but a more complex model obtained using modern statistical model building tools had better discrimination and calibration. Conclusions: Our proposed revised Baux score is simple enough for mental calculation, and its inverse logit transformation ( provided with a calculator or nomogram) can provide precise predictions of mortality. Better predictions can be obtained using our more complex statistical model. Burn surgeons and nurses accustomed to using the original Baux score may welcome an updated version.
引用
收藏
页码:690 / 697
页数:8
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