Prehospital early warning scores for adults with suspected sepsis: the PHEWS observational cohort and decision-analytic modelling study.

IF 3.5 2区 医学 Q1 HEALTH CARE SCIENCES & SERVICES Health technology assessment Pub Date : 2024-03-01 DOI:10.3310/NDTY2403
Steve Goodacre, Laura Sutton, Kate Ennis, Ben Thomas, Olivia Hawksworth, Khurram Iftikhar, Susan J Croft, Gordon Fuller, Simon Waterhouse, Daniel Hind, Matt Stevenson, Mike J Bradburn, Michael Smyth, Gavin D Perkins, Mark Millins, Andy Rosser, Jon Dickson, Matthew Wilson
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Data from 12,870 episodes at one hospital identified 348 (2.7%) with the primary reference standard. The National Early Warning Score, version 2 (NEWS2), had the highest area under the receiver operating characteristic curve when applied only to patients with a paramedic diagnostic impression of sepsis or infection (0.756, 95% confidence interval 0.729 to 0.783) or sepsis alone (0.655, 95% confidence interval 0.63 to 0.68). None of the strategies provided high sensitivity (> 0.8) with acceptable positive predictive value (> 0.15). NEWS2 provided combinations of sensitivity and specificity that were similar or superior to all other early warning scores. 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引用次数: 0

Abstract

Background: Guidelines for sepsis recommend treating those at highest risk within 1 hour. The emergency care system can only achieve this if sepsis is recognised and prioritised. Ambulance services can use prehospital early warning scores alongside paramedic diagnostic impression to prioritise patients for treatment or early assessment in the emergency department.

Objectives: To determine the accuracy, impact and cost-effectiveness of using early warning scores alongside paramedic diagnostic impression to identify sepsis requiring urgent treatment.

Design: Retrospective diagnostic cohort study and decision-analytic modelling of operational consequences and cost-effectiveness.

Setting: Two ambulance services and four acute hospitals in England.

Participants: Adults transported to hospital by emergency ambulance, excluding episodes with injury, mental health problems, cardiac arrest, direct transfer to specialist services, or no vital signs recorded.

Interventions: Twenty-one early warning scores used alongside paramedic diagnostic impression, categorised as sepsis, infection, non-specific presentation, or other specific presentation.

Main outcome measures: Proportion of cases prioritised at the four hospitals; diagnostic accuracy for the sepsis-3 definition of sepsis and receiving urgent treatment (primary reference standard); daily number of cases with and without sepsis prioritised at a large and a small hospital; the minimum treatment effect associated with prioritisation at which each strategy would be cost-effective, compared to no prioritisation, assuming willingness to pay £20,000 per quality-adjusted life-year gained.

Results: Data from 95,022 episodes involving 71,204 patients across four hospitals showed that most early warning scores operating at their pre-specified thresholds would prioritise more than 10% of cases when applied to non-specific attendances or all attendances. Data from 12,870 episodes at one hospital identified 348 (2.7%) with the primary reference standard. The National Early Warning Score, version 2 (NEWS2), had the highest area under the receiver operating characteristic curve when applied only to patients with a paramedic diagnostic impression of sepsis or infection (0.756, 95% confidence interval 0.729 to 0.783) or sepsis alone (0.655, 95% confidence interval 0.63 to 0.68). None of the strategies provided high sensitivity (> 0.8) with acceptable positive predictive value (> 0.15). NEWS2 provided combinations of sensitivity and specificity that were similar or superior to all other early warning scores. Applying NEWS2 to paramedic diagnostic impression of sepsis or infection with thresholds of > 4, > 6 and > 8 respectively provided sensitivities and positive predictive values (95% confidence interval) of 0.522 (0.469 to 0.574) and 0.216 (0.189 to 0.245), 0.447 (0.395 to 0.499) and 0.274 (0.239 to 0.313), and 0.314 (0.268 to 0.365) and 0.333 (confidence interval 0.284 to 0.386). The mortality relative risk reduction from prioritisation at which each strategy would be cost-effective exceeded 0.975 for all strategies analysed.

Limitations: We estimated accuracy using a sample of older patients at one hospital. Reliable evidence was not available to estimate the effectiveness of prioritisation in the decision-analytic modelling.

Conclusions: No strategy is ideal but using NEWS2, in patients with a paramedic diagnostic impression of infection or sepsis could identify one-third to half of sepsis cases without prioritising unmanageable numbers. No other score provided clearly superior accuracy to NEWS2. Research is needed to develop better definition, diagnosis and treatments for sepsis.

Study registration: This study is registered as Research Registry (reference: researchregistry5268).

Funding: This award was funded by the National Institute for Health and Care Research (NIHR) Health Technology Assessment programme (NIHR award ref: 17/136/10) and is published in full in Health Technology Assessment; Vol. 28, No. 16. See the NIHR Funding and Awards website for further award information.

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成人疑似败血症患者院前预警评分:PHEWS 观察性队列和决策分析建模研究。
背景:败血症指南建议在 1 小时内治疗风险最高的患者。只有当败血症得到识别并被优先处理时,急救系统才能实现这一目标。救护车服务可利用院前预警评分和辅助医务人员的诊断印象来确定患者在急诊科接受治疗或早期评估的优先次序:确定使用早期预警评分和辅助医务人员诊断印象来识别需要紧急治疗的败血症的准确性、影响和成本效益:设计:回顾性诊断队列研究,对操作后果和成本效益进行决策分析建模:地点:英格兰的两家救护车服务机构和四家急症医院:通过急救车送往医院的成人,不包括受伤、精神健康问题、心脏骤停、直接转至专科服务或无生命体征记录的病例:21项早期预警评分与辅助医务人员的诊断印象一起使用,分为败血症、感染、非特异性表现或其他特殊表现:四家医院优先处理的病例比例;脓毒症-3定义的脓毒症诊断准确性和接受紧急治疗的情况(主要参考标准);一家大型医院和一家小型医院每天优先处理的有脓毒症和无脓毒症病例的数量;与不优先处理相比,每种策略具有成本效益的与优先处理相关的最小治疗效果,假定每获得质量调整生命年愿意支付20,000英镑:来自四家医院、涉及 71204 名患者的 95022 个病例的数据显示,当应用于非特异性就诊或所有就诊时,大多数预警评分在其预先指定的阈值下可优先处理 10% 以上的病例。一家医院的 12,870 次就诊数据中,有 348 次(2.7%)符合主要参考标准。当仅应用于辅助医务人员诊断为败血症或感染的患者(0.756,95% 置信区间为 0.729 至 0.783)或仅应用于败血症的患者(0.655,95% 置信区间为 0.63 至 0.68)时,第 2 版国家预警评分(NEWS2)的接收者操作特征曲线下面积最大。没有一种策略具有较高的灵敏度(> 0.8)和可接受的阳性预测值(> 0.15)。NEWS2 提供的灵敏度和特异性组合与所有其他预警评分相似或更优。将 NEWS2 应用于脓毒症或感染的辅助医务人员诊断印象,阈值分别为 >4、>6 和 >8,其灵敏度和阳性预测值(95% 置信区间)分别为 0.522(0.469 至 0.15)和 0.522(0.469 至 0.15)。522(0.469 至 0.574)和 0.216(0.189 至 0.245),0.447(0.395 至 0.499)和 0.274(0.239 至 0.313),以及 0.314(0.268 至 0.365)和 0.333(置信区间为 0.284 至 0.386)。在所有分析的策略中,通过优先排序降低死亡率相对风险的成本效益均超过 0.975:局限性:我们使用一家医院的老年患者样本对准确性进行了估计。在决策分析建模中,没有可靠的证据来估计优先次序的有效性:没有一种策略是理想的,但在辅助医务人员诊断出感染或败血症的患者中使用 NEWS2 可以识别三分之一到一半的败血症病例,而无需优先处理无法处理的病例。没有其他评分的准确性明显优于 NEWS2。我们需要开展研究,以便更好地定义、诊断和治疗败血症:研究注册:本研究已注册为研究注册(参考文献:Researchregistry5268):该奖项由美国国家健康与护理研究所(NIHR)健康技术评估项目资助(NIHR奖项编号:17/136/10),全文发表于《健康技术评估》第28卷第16期。如需了解更多奖项信息,请访问 NIHR Funding and Awards 网站。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Health technology assessment
Health technology assessment 医学-卫生保健
CiteScore
6.90
自引率
0.00%
发文量
94
审稿时长
>12 weeks
期刊介绍: Health Technology Assessment (HTA) publishes research information on the effectiveness, costs and broader impact of health technologies for those who use, manage and provide care in the NHS.
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