Predictors of the need for re-evacuation of newborns from secondary level hospitals

R. Mukhametshin, O. Kovtun, N. S. Davydova
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Abstract

BACKGROUND: The medical evacuation of premature newborns to institutions providing a higher level of medical care results in the reduction of death risk. The use of pediatric intensive care units in level 2 organizations for the hospitalization of newborns can be a potential solution to the lack of neonatal beds in level 3 institutions. AIM: This study aimed to determine the predictors of the re-evacuation of newborns from level 2 medical organizations to level 3 institutions. MATERIALS AND METHODS: This observational, cohort, retrospective study included data of 284 cases of the evacuation of newborns from level 1 and 2 medical organizations without a pediatric intensive care unit to level 2 medical organizations with a pediatric intensive care unit. The sample was divided into two groups: the first group included patients who received the necessary therapy in level 2 medical organizations and did not require further evacuation to level 3 (n = 261), and the second group included patients who required further transfer to level 3 (n = 23). Anamnesis data, nosological structure, respiratory support parameters, intensive therapy, and volume of pretransoport activities in the groups were analyzed. Methods of statistical analysis included median, interquartile range, proportion and its 95% CI, Fisher exact test, MannWhitney test, receiver operating characteristic analysis, and odds ratio. RESULTS: The predictor of the requirement for re-evacuation was birthweight (area under the curve [AUC] 0.658 [0.5220.795]). When only patients on a ventilator were included in the analysis, the saturation oxygenation index (AUC 0.730 [0.5790.863]) and the SpO2/FiO2 ratio (AUC 0.720 [0.5710.869]) have the maximum predictive value. CONCLUSIONS: Birthweight of 1390 g (AUC 0.658 [0.5220.795], sensitivity 0.348 [0.1530.542], and specificity 0.950 [0.9240.977]) is a predictor of the requirement for further evacuation of newborns from level 2 pediatric and neonatal intensive care units to a level 3 organization. For patients on a ventilator, such predictors included saturation oxygenation index 4.25 (AUC 0.730 [0.5790.863], sensitivity 0.471 [0.2330.708] and specificity 0.928 [0.8880.967]) and SpO2/FiO2 ratio 265.71 (AUC 0.720 [0.5710.869], sensitivity 0.588 [0.3540.822], and specificity 0.837 [0.7810.893]). However, the high negative and low positive predictive values for these parameters do not allow their solitary use when deciding about routing a newborn.
二级医院新生儿重新后送需求的预测因素
背景:将早产新生儿医疗后送至医疗水平较高的机构可降低死亡风险。在二级医疗机构中使用儿科重症监护病房来收治新生儿,可能是解决三级医疗机构缺乏新生儿床位问题的一个潜在解决方案。目的:本研究旨在确定新生儿从二级医疗机构再后送至三级医疗机构的预测因素。材料与方法:本观察性、队列性、回顾性研究纳入284例新生儿从无儿科重症监护病房的1级和2级医疗机构转至有儿科重症监护病房的2级医疗机构的数据。样本分为两组:第一组包括在2级医疗机构接受必要治疗且不需要进一步转至3级的患者(n = 261),第二组包括需要进一步转至3级的患者(n = 23)。分析两组患者的记忆数据、病区结构、呼吸支持参数、强化治疗和转运前活动量。统计分析方法包括中位数、四分位间距、比例及其95% CI、Fisher精确检验、MannWhitney检验、受试者工作特征分析、优势比。结果:出生体重(曲线下面积[AUC] 0.658[0.5220.795])是再次抽吸需求的预测因子。当仅纳入使用呼吸机的患者时,饱和氧合指数(AUC 0.730[0.5790.863])和SpO2/FiO2比值(AUC 0.720[0.5710.869])的预测值最大。结论:出生体重1390 g (AUC为0.658[0.520.795],敏感性为0.348[0.1530.542],特异性为0.950[0.9240.977])是新生儿是否需要从二级儿科和新生儿重症监护病房转至三级机构的预测指标。对于使用呼吸机的患者,这些预测指标包括饱和氧合指数4.25 (AUC 0.730[0.5790.863],敏感性0.471[0.2330.708],特异性0.928[0.8880.967])和SpO2/FiO2比值265.71 (AUC 0.720[0.5710.869],敏感性0.588[0.3540.822],特异性0.837[0.7810.893])。然而,这些参数的高阴性和低阳性预测值不允许在决定新生儿路线时单独使用它们。
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