• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

行政数据中的国际疾病分类第十版(ICD-10)诊断代码可识别出大多数实验室确诊的新冠病毒感染住院病例,但会遗漏许多从急诊科出院的病例。

Administrative data ICD-10 diagnostic codes identifies most lab-confirmed SARS-CoV-2 admissions but misses many discharged from the Emergency Department.

作者信息

Moura Cristiano S, Morrison Laurie J, Hohl Corinne M, Grant Lars, Pilote Louise, Neville Autumn, Hau Jeffrey P, Bernatsky Sasha

机构信息

McGill University, Montreal, QC, Canada.

Department of Emergency Services, Sunnybrook Health Sciences Centre, Toronto, ON, Canada.

出版信息

Sci Rep. 2024 Mar 12;14(1):6008. doi: 10.1038/s41598-023-49501-7.

DOI:10.1038/s41598-023-49501-7
PMID:38472258
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10933440/
Abstract

We estimated the operating characteristics of ICD-10 code U07.1, introduced by the World Health Organization in 2020, to identify lab-confirmed SARS-CoV-2. CCEDRRN is a national research registry of adults (March 2020-August 2021) with suspected/confirmed SARS-CoV-2 identified in Canadian emergency departments (EDs) using chart review (symptoms, clinical information, and lab test results including SARS-CoV-2 polymerase chain reaction, PCR results). CCEDRRN data were linked to administrative hospitalization discharge and ED ICD-10 diagnostic codes (accessed centrally via the Canadian Institute for Health Information). We identified ICD-10 diagnostic codes in CCEDRRN participants. We defined lab-confirmed SARS-CoV-2 based on at least one positive PCR in the 0-14 days before the ED presentation and/or during hospitalization (in those admitted from ED). We performed separate analyses for CCEDRRN participants discharged from ED and those hospitalized from the ED. Additional analyses were stratified by province, sex, age, and (for hospitalized patients) timing of the first PCR test. The sensitivity of ICD-10 code U07.1 for a positive SARS-CoV-2 test was 93.6% (95% CI 93.0-94.1%) in those hospitalized from ED and 83.0% (95% CI 82.1-83.9%) in those discharged from the ED. Sensitivity was similar across provinces and demographics, but in each stratified analysis, values were higher in those hospitalized versus those discharged from ED. The ICD-10 diagnostic code for U07.1 within administrative data identified most lab-confirmed SARS-CoV-2 within persons hospitalized from ED, although a significant number of cases discharged from ED were missed. This should be considered when using administrative data for research and public health planning.

摘要

我们评估了世界卫生组织于2020年引入的用于识别实验室确诊的严重急性呼吸综合征冠状病毒2(SARS-CoV-2)的国际疾病分类第十版(ICD-10)编码U07.1的运行特征。加拿大急诊室确诊登记研究网络(CCEDRRN)是一项针对成年人(2020年3月至2021年8月)的全国性研究登记,这些成年人在加拿大急诊科因疑似/确诊SARS-CoV-2接受检查,通过病历审查(症状、临床信息以及包括SARS-CoV-2聚合酶链反应即PCR结果在内的实验室检测结果)进行识别。CCEDRRN数据与行政住院出院数据以及急诊科ICD-10诊断编码相关联(通过加拿大卫生信息研究所集中获取)。我们在CCEDRRN参与者中识别ICD-10诊断编码。我们根据急诊科就诊前0至14天内和/或住院期间(对于从急诊科收治的患者)至少一次PCR检测呈阳性来定义实验室确诊的SARS-CoV-2。我们对从急诊科出院的CCEDRRN参与者和从急诊科住院的参与者分别进行了分析。额外的分析按省份、性别、年龄以及(对于住院患者)首次PCR检测时间进行分层。对于从急诊科住院的患者,ICD-10编码U07.1对SARS-CoV-2检测呈阳性的敏感性为93.6%(95%置信区间93.0 - 94.1%),对于从急诊科出院的患者为83.0%(95%置信区间82.1 - 83.9%)。各省和不同人口统计学特征的敏感性相似,但在每项分层分析中,住院患者的值高于从急诊科出院的患者。行政数据中的ICD-10诊断编码U07.1识别出了大多数从急诊科住院的实验室确诊的SARS-CoV-2病例,尽管有相当数量从急诊科出院的病例被遗漏。在将行政数据用于研究和公共卫生规划时应考虑到这一点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1384/10933440/8bf518d6c442/41598_2023_49501_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1384/10933440/8bf518d6c442/41598_2023_49501_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1384/10933440/8bf518d6c442/41598_2023_49501_Fig1_HTML.jpg

相似文献

1
Administrative data ICD-10 diagnostic codes identifies most lab-confirmed SARS-CoV-2 admissions but misses many discharged from the Emergency Department.行政数据中的国际疾病分类第十版(ICD-10)诊断代码可识别出大多数实验室确诊的新冠病毒感染住院病例,但会遗漏许多从急诊科出院的病例。
Sci Rep. 2024 Mar 12;14(1):6008. doi: 10.1038/s41598-023-49501-7.
2
Validity of ICD-10 codes for COVID-19 patients with hospital admissions or ED visits in Canada: a retrospective cohort study.加拿大新冠病毒疾病患者住院或急诊就诊时国际疾病分类第十版编码的有效性:一项回顾性队列研究
BMJ Open. 2022 Jan 21;12(1):e057838. doi: 10.1136/bmjopen-2021-057838.
3
Validity of hospital diagnostic codes to identify SARS-CoV-2 infections in reference to polymerase chain reaction results: a descriptive study.参照聚合酶链反应结果,医院诊断编码识别新型冠状病毒2019感染的有效性:一项描述性研究。
CMAJ Open. 2023 Oct 24;11(5):E982-E987. doi: 10.9778/cmajo.20230033. Print 2023 Sep-Oct.
4
Outcomes of SARS-CoV-2-Positive Youths Tested in Emergency Departments: The Global PERN-COVID-19 Study.急诊科检测出的 SARS-CoV-2 阳性青少年的结局:全球 PERN-COVID-19 研究。
JAMA Netw Open. 2022 Jan 4;5(1):e2142322. doi: 10.1001/jamanetworkopen.2021.42322.
5
Clinical Characteristics Associated with Return Visits to the Emergency Department after COVID-19 Diagnosis.临床特征与 COVID-19 诊断后急诊复诊相关。
West J Emerg Med. 2021 Nov 5;22(6):1257-1261. doi: 10.5811/westjem.2021.9.52824.
6
CCEDRRN COVID-19 Infection Score (CCIS): development and validation in a Canadian cohort of a clinical risk score to predict SARS-CoV-2 infection in patients presenting to the emergency department with suspected COVID-19.CCEDRRN COVID-19 感染评分(CCIS):在加拿大疑似 COVID-19 急诊患者队列中开发和验证用于预测 SARS-CoV-2 感染的临床风险评分。
BMJ Open. 2021 Dec 2;11(12):e055832. doi: 10.1136/bmjopen-2021-055832.
7
Treatments, resource utilization, and outcomes of COVID-19 patients presenting to emergency departments across pandemic waves: an observational study by the Canadian COVID-19 Emergency Department Rapid Response Network (CCEDRRN).在大流行期间,急诊科就诊的 COVID-19 患者的治疗方法、资源利用和结局:加拿大 COVID-19 急诊科快速反应网络(CCEDRRN)的观察性研究。
CJEM. 2022 Jun;24(4):397-407. doi: 10.1007/s43678-022-00275-3. Epub 2022 Apr 1.
8
Intubation practices and outcomes for patients with suspected or confirmed COVID-19: a national observational study by the Canadian COVID-19 Emergency Department Rapid Response Network (CCEDRRN).疑似或确诊 COVID-19 患者的插管实践和结果:加拿大 COVID-19 急诊快速反应网络(CCEDRRN)的一项全国性观察性研究。
CJEM. 2023 Apr;25(4):335-343. doi: 10.1007/s43678-023-00487-1. Epub 2023 Apr 5.
9
Prognostic association between d-dimer thresholds and 30-day pulmonary embolism diagnosis among emergency department patients with suspected SARS-CoV-2 infection: a Canadian COVID-19 Emergency Department Rapid Response Network study.急诊科疑似 SARS-CoV-2 感染患者中 D-二聚体阈值与 30 天内肺栓塞诊断的预后关联:加拿大 COVID-19 急诊科快速反应网络研究。
CJEM. 2023 Feb;25(2):134-142. doi: 10.1007/s43678-022-00440-8. Epub 2023 Jan 10.
10
The digital divide between primary and secondary care: An analysis using SARS-CoV-2 hospital admissions.初级保健和二级保健之间的数字鸿沟:使用 SARS-CoV-2 住院治疗进行的分析。
Health Informatics J. 2024 Jul-Sep;30(3):14604582241249929. doi: 10.1177/14604582241249929.

引用本文的文献

1
Surveillance of severe acute respiratory infections associated with SARS-CoV-2, influenza virus and RSV using ICD-10 codes: a case definition accuracy study across five European countries, 2021 to 2023.使用国际疾病分类第10版(ICD-10)编码对与严重急性呼吸综合征冠状病毒2(SARS-CoV-2)、流感病毒和呼吸道合胞病毒(RSV)相关的严重急性呼吸道感染进行监测:2021年至2023年五个欧洲国家的病例定义准确性研究
Euro Surveill. 2025 Jul;30(27). doi: 10.2807/1560-7917.ES.2025.30.27.2400748.
2
Characteristics of influenza, SARS-CoV-2, and RSV surveillance systems that utilise ICD-coded data: a systematic review.利用国际疾病分类编码数据的流感、新冠病毒和呼吸道合胞病毒监测系统的特征:一项系统综述
J Glob Health. 2025 May 23;15:04177. doi: 10.7189/jogh.15.04177.

本文引用的文献

1
Accuracy of COVID-19-Like Illness Diagnoses in Electronic Health Record Data: Retrospective Cohort Study.电子健康记录数据中新冠病毒样疾病诊断的准确性:回顾性队列研究
JMIR Form Res. 2023 Jan 17;7:e39231. doi: 10.2196/39231.
2
Sensitivity and Diagnostic Yield of the First SARS-CoV-2 Nucleic Acid Amplification Test Performed for Patients Presenting to the Hospital.首诊于医院患者的 SARS-CoV-2 核酸扩增检测的灵敏度和诊断收益。
JAMA Netw Open. 2022 Oct 3;5(10):e2236288. doi: 10.1001/jamanetworkopen.2022.36288.
3
Assessment of performance characteristics of COVID-19 ICD-10-CM diagnosis code U07.1 using SARS-CoV-2 nucleic acid amplification test results.
利用 SARS-CoV-2 核酸扩增检测结果评估 COVID-19 ICD-10-CM 诊断代码 U07.1 的性能特征。
PLoS One. 2022 Aug 18;17(8):e0273196. doi: 10.1371/journal.pone.0273196. eCollection 2022.
4
Treatments, resource utilization, and outcomes of COVID-19 patients presenting to emergency departments across pandemic waves: an observational study by the Canadian COVID-19 Emergency Department Rapid Response Network (CCEDRRN).在大流行期间,急诊科就诊的 COVID-19 患者的治疗方法、资源利用和结局:加拿大 COVID-19 急诊科快速反应网络(CCEDRRN)的观察性研究。
CJEM. 2022 Jun;24(4):397-407. doi: 10.1007/s43678-022-00275-3. Epub 2022 Apr 1.
5
Validation of diagnosis codes to identify hospitalized COVID-19 patients in health care claims data.验证诊断代码以在医疗保健索赔数据中识别住院的 COVID-19 患者。
Pharmacoepidemiol Drug Saf. 2022 Apr;31(4):476-480. doi: 10.1002/pds.5401. Epub 2022 Jan 3.
6
CCEDRRN COVID-19 Infection Score (CCIS): development and validation in a Canadian cohort of a clinical risk score to predict SARS-CoV-2 infection in patients presenting to the emergency department with suspected COVID-19.CCEDRRN COVID-19 感染评分(CCIS):在加拿大疑似 COVID-19 急诊患者队列中开发和验证用于预测 SARS-CoV-2 感染的临床风险评分。
BMJ Open. 2021 Dec 2;11(12):e055832. doi: 10.1136/bmjopen-2021-055832.
7
Positive Predictive Value of COVID-19 ICD-10 Diagnosis Codes Across Calendar Time and Clinical Setting.COVID-19国际疾病分类第十版(ICD-10)诊断代码在整个日历时间和临床环境中的阳性预测值
Clin Epidemiol. 2021 Oct 27;13:1011-1018. doi: 10.2147/CLEP.S335621. eCollection 2021.
8
Accuracy of ICD-10 Diagnostic Codes to Identify COVID-19 Among Hospitalized Patients.国际疾病分类第十版(ICD-10)诊断编码在识别住院患者中新型冠状病毒肺炎(COVID-19)的准确性
J Gen Intern Med. 2021 Aug;36(8):2532-2535. doi: 10.1007/s11606-021-06936-w. Epub 2021 Jun 7.
9
Development of the Canadian COVID-19 Emergency Department Rapid Response Network population-based registry: a methodology study.加拿大 COVID-19 急诊科快速反应网络人群登记系统的开发:方法学研究。
CMAJ Open. 2021 Mar 17;9(1):E261-E270. doi: 10.9778/cmajo.20200290. Print 2021 Jan-Mar.
10
Uptake and Accuracy of the Diagnosis Code for COVID-19 Among US Hospitalizations.美国住院患者 COVID-19 诊断代码的使用率和准确性。
JAMA. 2020 Dec 22;324(24):2553-2554. doi: 10.1001/jama.2020.20323.