重症监护医师对icu内病情恶化和持续性危重疾病发展预测的准确性:一项前瞻性队列研究

Elizabeth M Viglianti, Ashwatha Thenappan, Andrew J Admon, Kaitland M Byrd, Kathleen Tiffany Lee, Amy S B Bohnert, Theodore J Iwashyna, Hallie C Prescott
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引用次数: 0

摘要

理由:持续性危重疾病(ci)成本高昂,发病率不断上升,现有风险预测工具无法可靠预测。目的:评估重症监护医师是否能识别出发生pci的高危患者。方法:我们于2020年8月至2023年1月进行前瞻性纵向评估。在医学重症监护病房(ICU)入院24小时内和ICU第三天对每位患者进行重症监护医师评估。我们测量了重症监护人员对icu内事件(迟发性休克和/或急性缺氧呼吸衰竭[AHRF]和pi)的预测以及对预测的自评信心。在每个时间点计算两个结果的测试特征,并通过自评信心分层。结果:共完成评估1295次(有效率87.9%),共评估18名重症监护医师875例ICU入院患者。迟发性休克/AHRF和ci分别占ICU入院患者的7.3%和16.0%。入院时和入院第3天,迟发性休克/AHRF的强化预后c统计值分别为0.5 (95%CI:0.5-0.6)和0.6 (95%CI:0.5-0.6)。ci的c -统计值分别为0.7 (95%CI:0.7-0.7)和0.7 (95%CI:0.7-0.8)。迟发性休克/AHRF的c统计数据在自信评估和不自信评估中没有差异。自信评估与不自信评估的ci统计值更高(0.8 vs 0.6)。结论:强化医师对迟发性休克/AHRF发展的判别准确性较差,对ci发展的准确度中等。需要进一步的研究来了解哪些因素会影响重症监护医师对icu内病情恶化的预测,以及如何将这些信息传达给患者和家属。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Accuracy of Intensivist Prognostications of within-ICU Deterioration and Development of Persistent Critical Illness: A Prospective Cohort Study.

Rationale: Persistent critical illness (PerCI) is costly, rising in incidence, and not reliably predicted with existing risk-prediction tools.

Objective: To assess whether attending intensivists can identify patients at heightened risk of developing PerCI.

Methods: We conducted a prospective longitudinal assessment from August 2020 to January 2023. Intensivists were assessed on each patient within 24 hours of admission to the medical intensive care unit (ICU) and on ICU day three. We measured intensivists' prognostication of within-ICU events (late-onset shock and/or acute hypoxic respiratory failure [AHRF] and PerCI) and self-rated confidence in prognostications. Test characteristics were calculated for both outcomes, at each timepoint, and stratified by self-rated confidence.

Results: 1,295 assessments were completed (response rate: 87.9%), assessing 875 ICU admissions by 18 intensivists. Late-onset shock/AHRF and PerCI occurred in 7.3% and 16.0% of ICU admissions, respectively. C-statistics for intensivist prognostication of late-onset shock/AHRF were 0.5 (95%CI:0.5-0.6) and 0.6 (95%CI:0.5-0.6) on admission and day three, respectively. C-statistics for PerCI were 0.7 (95%CI:0.7-0.7) and 0.7 (95%CI:0.7-0.8), respectively. C-statistics for late-onset shock/AHRF were no different for confident vs unconfident assessments. C-statistics for PerCI were higher for confident vs unconfident assessments (0.8 vs 0.6, p<0.01) on admission, but not different on day three (0.7 vs 0.7, p=0.20).

Conclusions: Intensivist prognostications have poor discriminatory accuracy for the development of late-onset shock/AHRF and moderate accuracy for development of PerCI. Further research is needed to understand what factors influence intensivists' prognostications of within-ICU deterioration and how this information is conveyed to patients and families.

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