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Performance of a large language model for identifying central line-associated bloodstream infections (CLABSI) using real clinical notes. 使用真实临床笔记识别中心静脉相关血流感染 (CLABSI) 的大型语言模型的性能。
IF 3 4区 医学 Q2 INFECTIOUS DISEASES Pub Date : 2024-10-30 DOI: 10.1017/ice.2024.164
Guillermo Rodriguez-Nava, Goar Egoryan, Katherine E Goodman, Daniel J Morgan, Jorge L Salinas

We evaluated one of the first secure large language models approved for protected health information, for identifying central line-associated bloodstream infections (CLABSIs) using real clinical notes. Despite no pretraining, the model demonstrated rapid assessment and high sensitivity for CLABSI identification. Performance would improve with access to more patient data.

我们对首批获准用于受保护健康信息的安全大型语言模型之一进行了评估,以利用真实的临床记录识别中心静脉相关性血流感染(CLABSI)。尽管没有预先训练,但该模型在 CLABSI 识别方面表现出了快速评估和高灵敏度。在获得更多患者数据后,性能将得到改善。
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引用次数: 0
System infection prevention in hospital networks in the United States-an SHEA research network inquiry into operational characteristics and current challenges. 美国医院网络的系统感染预防--SHEA 研究网络对运行特点和当前挑战的调查。
IF 3 4区 医学 Q2 INFECTIOUS DISEASES Pub Date : 2024-10-28 DOI: 10.1017/ice.2024.170
Michael P Stevens, Nkechi Emetuche, Catherine Passaretti, Graham Snyder, Rachael Snyders, Michael B Edmond, Jonas Marschall

A 54-question survey about System Healthcare Infection Prevention Programs (SHIPPs) was sent out to SHEA Research Network participants in August 2023. Thirty-eight United States-based institutions responded (38/93, 41%), of which 23 have SHIPPs. We found heterogeneity in the structure, staffing, and resources for system infection prevention (IP) programs.

2023 年 8 月,我们向 SHEA 研究网络的参与者发送了一份有关系统医疗感染预防计划 (SHIPP) 的调查问卷,共 54 个问题。38 家美国医疗机构做出了回复(38/93,41%),其中 23 家拥有 SHIPPs。我们发现,系统感染预防 (IP) 计划在结构、人员配备和资源方面存在差异。
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引用次数: 0
Impact of universal masking in reducing the risk of nosocomial respiratory viruses among people with cancer. 通用口罩对降低癌症患者感染鼻源性呼吸道病毒风险的影响。
IF 3 4区 医学 Q2 INFECTIOUS DISEASES Pub Date : 2024-10-25 DOI: 10.1017/ice.2024.144
Judy Yan, Tara McClure, Anoshé Aslam, Tania Bubb, N Esther Babady, Shauna Usiak, Mini Kamboj

Background: Universal masking within healthcare settings was adopted to combat the spread of coronavirus disease 2019 (COVID-19). In addition to mitigating the risk for Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) infection, it also had an added benefit of preventing the nosocomial transmission of other respiratory viral diseases.

Objective: This study examines the impact of the masking intervention on nosocomial respiratory viral infections (RVI) in vulnerable sub-populations of people with cancer at a tertiary care hospital.

Design: Interrupted time series analysis.

Methods: We reviewed non-SARS-CoV-2 nosocomial RVI between January 1, 2017 and December 31, 2023 and compared its quarterly trends before (January 2017 to March 2020) and after (April 2020 to December 2023) the universal masking intervention was implemented.

Results: Prior to the masking policy, there was no significant change in the quarterly rate of non-SARS-CoV-2 nosocomial RVI (baseline trend: P = 0.662). Crude infection rates decreased from 5.6% preintervention to 4.3% after the masking policy was implemented (P < 0.001). Quarterly trends continued to steadily decline post-intervention (β = -0.10, SE = 0.04, P < 0.007).

Conclusions: Our results suggest that universal face masking is associated with reduced non-SARS-CoV-2 nosocomial RVI, providing further evidence to support the continued use of face masks in healthcare settings to protect the health of immunocompromised patients.

背景:在医疗机构中采用通用口罩是为了防止 2019 年冠状病毒病(COVID-19)的传播。除了降低感染严重急性呼吸系统综合征冠状病毒 2(SARS-CoV-2)的风险外,它还能预防其他呼吸道病毒性疾病的院内传播:本研究探讨了掩蔽干预措施对一家三甲医院癌症患者易感亚人群中的院内呼吸道病毒感染(RVI)的影响:设计:间断时间序列分析:我们回顾了 2017 年 1 月 1 日至 2023 年 12 月 31 日期间的非 SARS-CoV-2 非病原性 RVI,并比较了实施普遍掩蔽干预措施之前(2017 年 1 月至 2020 年 3 月)和之后(2020 年 4 月至 2023 年 12 月)的季度趋势:结果:在实施掩蔽政策之前,非 SARS-CoV-2 非病原性 RVI 的季度感染率没有明显变化(基线趋势:P = 0.662)。实施掩蔽政策后,粗感染率从干预前的 5.6% 降至 4.3%(P < 0.001)。干预后,季度趋势继续稳步下降(β = -0.10,SE = 0.04,P < 0.007):我们的研究结果表明,通用口罩与非 SARS-CoV-2 非病原性 RVI 的减少有关,为支持在医疗机构中继续使用口罩以保护免疫力低下患者的健康提供了进一步的证据。
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引用次数: 0
A call to action: the SHEA research agenda to combat healthcare-associated infections. 行动呼吁:SHEA 防治医源性感染研究议程。
IF 3 4区 医学 Q2 INFECTIOUS DISEASES Pub Date : 2024-10-25 DOI: 10.1017/ice.2024.125
Jennie H Kwon, Sonali D Advani, Westyn Branch-Elliman, Barbara I Braun, Vincent Chi-Chung Cheng, Kathleen Chiotos, Peggy Douglas, Shruti K Gohil, Sara C Keller, Eili Y Klein, Sarah L Krein, Eric T Lofgren, Katreena Merrill, Rebekah W Moehring, Elizabeth Monsees, Luci Perri, Felicia Scaggs Huang, Mark A Shelly, Felicia Skelton, Emily S Spivak, Pranavi V Sreeramoju, Katie J Suda, Joseph Y Ting, Gregory David Weston, Mohamed H Yassin, Matthew J Ziegler, Lona Mody
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引用次数: 0
Implementation of an initial specimen blood culture diversion device to reduce blood culture contamination: lessons learned. 实施初始标本血培养分流装置以减少血培养污染:经验教训。
IF 3 4区 医学 Q2 INFECTIOUS DISEASES Pub Date : 2024-10-25 DOI: 10.1017/ice.2024.152
Francine Touzard Romo, Dianne Auld, Alison de Abreu, Kimberly Roberts, Gail Jackson, Valerie Whitehead, Emerald O'Rourke, Phinnara Has, Leonard A Mermel
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引用次数: 0
Clinical characteristics associated with hospital-onset bacteremia and fungemia among cancer and transplant patients. 癌症和器官移植患者住院期间发生菌血症和真菌血症的相关临床特征。
IF 3 4区 医学 Q2 INFECTIOUS DISEASES Pub Date : 2024-10-23 DOI: 10.1017/ice.2024.160
Kalvin C Yu, John C O'Horo, ChinEn Ai, Molly Jung, Samantha Bastow

Objective: This study quantified the burden of hospital-onset bacteremia and fungemia (HOB) among cancer and transplant patients compared to other patients.

Methods: A retrospective cross-sectional study used data from 41 hospitals between October 2015 and June 2019. Hospitalizations were segmented into categories using diagnosis-related groups (DRG): myeloproliferative (MP) cancer, solid tumor cancer, transplant, and non-cancer/non-transplant ("reference group"). To quantify the association between DRG and HOB, multivariable adjusted Poisson regression models were fit. Analyses were stratified by length of stay (LOS).

Results: Of 645,315 patients, 59% were female and the majority 41 years of age or older (76%). Hospitalizations with MP cancer and transplant demonstrated higher HOB burden compared to the reference group, regardless of LOS category. For all hospitalizations, the >30 days LOS category had a higher burden of HOB. The median time to reportable HOB was within 30 days regardless of duration of hospitalization (reference, 8 days; solid tumor cancer, 8 days; transplant, 12 days; MP cancer, 13 days).

Conclusion: MP cancer and transplant patients had a higher burden of HOB compared to other hospitalized patients regardless of LOS. Whether these infections are preventable should be further evaluated to inform quality metrics involving reportable bacteremia and fungemia.

目的:本研究量化了癌症和移植患者与其他患者相比在医院发生菌血症和真菌血症(HOB)的负担:本研究量化了癌症和移植患者与其他患者相比在医院发生菌血症和真菌血症(HOB)的负担:一项回顾性横断面研究使用了 41 家医院在 2015 年 10 月至 2019 年 6 月期间的数据。住院病例按诊断相关组(DRG)进行分类:骨髓增生性(MP)癌症、实体瘤癌症、移植和非癌症/非移植("参照组")。为了量化 DRG 与 HOB 之间的关联,我们拟合了多变量调整泊松回归模型。分析按住院时间(LOS)进行分层:在 645,315 名患者中,59% 为女性,大多数患者年龄在 41 岁或以上(76%)。与参照组相比,MP 癌症和移植手术住院患者的 HOB 负担较高,与 LOS 类别无关。在所有住院病例中,LOS>30 天的病例的 HOB 负担较高。无论住院时间长短,报告HOB的中位时间均在30天内(参照组,8天;实体瘤癌症,8天;移植组,12天;MP癌症,13天):结论:与其他住院患者相比,MP 癌症和移植患者无论住院时间长短,都有较高的 HOB 感染率。应进一步评估这些感染是否可以预防,以便为涉及可报告菌血症和真菌血症的质量指标提供依据。
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引用次数: 0
The impact of statewide educational webinars on infection prevention and control knowledge and policy updates in acute and long-term care facilities during the COVID-19 pandemic: the Nebraska experience. 在 COVID-19 大流行期间,全州教育网络研讨会对急症和长期护理机构的感染预防和控制知识及政策更新的影响:内布拉斯加州的经验。
IF 3 4区 医学 Q2 INFECTIOUS DISEASES Pub Date : 2024-10-23 DOI: 10.1017/ice.2024.158
Daniel M Brailita, Mounica Soma, Rebecca Martinez, Laura Tyner, Josette McConville, Juan Teran Plasencia, Matthew Donahue, Muhammad Salman Ashraf

A Nebraska statewide webinar series was initiated during the coronavirus disease 2019 (COVID-19) pandemic for long-term care (LTC) and acute care/outpatient (AC) facilities. An impact survey was completed by 48 of 96 AC and 109 of 429 LTC facilities. The majority reported increased regulatory awareness (AC: 65%, LTC: 54%) and updated COVID-19 (AC: 61%, LTC: 69%) and general infection prevention (AC: 61%, LTC: 60%) policies.

在 2019 年冠状病毒病(COVID-19)大流行期间,内布拉斯加州针对长期护理(LTC)和急症护理/门诊病人(AC)机构启动了全州范围的系列网络研讨会。96 家 AC 机构中的 48 家和 429 家 LTC 机构中的 109 家完成了影响调查。大多数机构表示提高了监管意识(AC:65%,LTC:54%),更新了 COVID-19 政策(AC:61%,LTC:69%)和一般感染预防政策(AC:61%,LTC:60%)。
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引用次数: 0
Assessing effectiveness of cleaning and disinfection of equipment and environmental surfaces in cystic fibrosis clinics using an ATP assay. 使用 ATP 检测法评估囊性纤维化诊所设备和环境表面的清洁和消毒效果。
IF 3 4区 医学 Q2 INFECTIOUS DISEASES Pub Date : 2024-10-23 DOI: 10.1017/ice.2024.102
Marianne S Muhlebach, Thomas Shields, Kushal K Shah, Maria Ansar, Isabel Virella-Lowell, Juyan J Zhou, John J LiPuma, Lisa Saiman

Background: Infection control guidelines for cystic fibrosis (CF) stress cleaning of environmental surfaces and patientcare equipment in CF clinics. This multicenter study measured cleanliness of frequently touched surfaces in CF clinics using an ATP bioluminescence assay to assess the effectiveness of cleaning/disinfection and the impact of feedback.

Methods: Eight surfaces were tested across 19 clinics (10 pediatric, 9 adult) over 5 rounds of testing. Rounds 1 and 2 served as uncleaned baseline, and Round 3 occurring after routine cleaning. Rounds 4 and 5 were performed after feedback provided to staff and measured after cleaning. Pass rates defined as <250 relative light units were the primary outcome.

Results: Of the 750 tests performed, 72% of surfaces passed at baseline, and 79%, 83%, and 85% of surfaces passed in Rounds 3, 4, and 5, respectively. The overall pass-rate was significantly higher in adult compared to pediatric clinics (86% vs 71%; P < 0.001). In pediatric clinics, blood pressure equipment and computer keyboards in the pulmonary function lab consistently passed, but the exam room patient/visitor chairs consistently failed in all rounds. In adult clinics blood pressure equipment, keyboards in exam rooms and exam tables passed in all rounds and no surface consistently failed.

Conclusion: We demonstrate the feasibility of an ATP bioluminescence assay to measure cleanliness of patient care equipment and surfaces in CF clinics. Pass rates improved after cleaning and feedback for certain surfaces. We found that surfaces are more challenging to keep clean in clinics taking care of younger patients.

背景:囊性纤维化(CF)感染控制指南强调清洁CF诊所的环境表面和患者护理设备。这项多中心研究使用 ATP 生物发光检测法测量了 CF 诊所中经常接触的表面的清洁度,以评估清洁/消毒的效果和反馈的影响:19家诊所(10家儿科诊所,9家成人诊所)在5轮测试中对8种表面进行了测试。第一轮和第二轮作为未清洁基线,第三轮在常规清洁后进行。第 4 轮和第 5 轮在向员工提供反馈后进行,并在清洁后进行测量。合格率定义为结果:在进行的 750 次测试中,72% 的表面通过了基线测试,79%、83% 和 85% 的表面分别通过了第 3、4 和 5 轮测试。成人诊所的总体合格率明显高于儿科诊所(86% 对 71%;P < 0.001)。在儿科诊所,肺功能实验室的血压设备和电脑键盘始终合格,但检查室的病人/访客座椅在所有轮次中始终不合格。在成人诊所,血压设备、检查室的键盘和检查桌在所有查房中均合格,没有任何表面持续不合格:我们证明了 ATP 生物发光检测法测量 CF 诊所病人护理设备和表面清洁度的可行性。在对某些表面进行清洁和反馈后,合格率有所提高。我们发现,在照顾年轻患者的诊所中,保持表面清洁更具挑战性。
{"title":"Assessing effectiveness of cleaning and disinfection of equipment and environmental surfaces in cystic fibrosis clinics using an ATP assay.","authors":"Marianne S Muhlebach, Thomas Shields, Kushal K Shah, Maria Ansar, Isabel Virella-Lowell, Juyan J Zhou, John J LiPuma, Lisa Saiman","doi":"10.1017/ice.2024.102","DOIUrl":"https://doi.org/10.1017/ice.2024.102","url":null,"abstract":"<p><strong>Background: </strong>Infection control guidelines for cystic fibrosis (CF) stress cleaning of environmental surfaces and patientcare equipment in CF clinics. This multicenter study measured cleanliness of frequently touched surfaces in CF clinics using an ATP bioluminescence assay to assess the effectiveness of cleaning/disinfection and the impact of feedback.</p><p><strong>Methods: </strong>Eight surfaces were tested across 19 clinics (10 pediatric, 9 adult) over 5 rounds of testing. Rounds 1 and 2 served as uncleaned baseline, and Round 3 occurring after routine cleaning. Rounds 4 and 5 were performed after feedback provided to staff and measured after cleaning. Pass rates defined as <250 relative light units were the primary outcome.</p><p><strong>Results: </strong>Of the 750 tests performed, 72% of surfaces passed at baseline, and 79%, 83%, and 85% of surfaces passed in Rounds 3, 4, and 5, respectively. The overall pass-rate was significantly higher in adult compared to pediatric clinics (86% vs 71%; <i>P</i> < 0.001). In pediatric clinics, blood pressure equipment and computer keyboards in the pulmonary function lab consistently passed, but the exam room patient/visitor chairs consistently failed in all rounds. In adult clinics blood pressure equipment, keyboards in exam rooms and exam tables passed in all rounds and no surface consistently failed.</p><p><strong>Conclusion: </strong>We demonstrate the feasibility of an ATP bioluminescence assay to measure cleanliness of patient care equipment and surfaces in CF clinics. Pass rates improved after cleaning and feedback for certain surfaces. We found that surfaces are more challenging to keep clean in clinics taking care of younger patients.</p>","PeriodicalId":13663,"journal":{"name":"Infection Control and Hospital Epidemiology","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142499758","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A survey of healthcare workers on the acceptance and value of personal protective equipment for patient care. 关于医护人员对病人护理个人防护设备的接受程度和价值的调查。
IF 3 4区 医学 Q2 INFECTIOUS DISEASES Pub Date : 2024-10-23 DOI: 10.1017/ice.2024.157
Gregory M Schrank, Lyndsay M O'Hara, Lisa Pineles, Saskia Popescu, Jessica P Brown, Larry Magder, Anthony D Harris

Objective: Assess healthcare workers' (HCW) attitudes toward universal masking, and gowns and gloves used as part of transmission-based precautions.

Design: Cross-sectional survey.

Setting: Academic, tertiary care medical center in Baltimore, Maryland.

Participants: HCW who work in patient care areas and have contact with patients.

Methods: In May 2023, a 15-question web-based survey was distributed by the hospital's communications team via email. The survey contained questions to assess HCW perceptions of universal masking policies prior to the availability of COVID-19 vaccines and at the time of the survey, and the use of gowns and gloves for transmission-based precautions. Descriptive statistics were used to summarize data. Differences in agreement with universal masking over time, level of agreement with gown and glove policies, and with all PPE types across respondent characteristics were assessed.

Results: 257 eligible respondents completed the survey. Nurses and patient care technicians (43%) and providers (17%) were the most commonly reported roles. Agreement with universal mask use decreased from 84% early in the pandemic to 55% at the time of the survey. 70% and 72% of HCW agreed masks protect themselves and others, respectively. 63% expressed any level of annoyance with mask wearing, the most often due to communication challenges or physical discomfort. 75% agreed with gown use for antibiotic-resistant bacteria compared with 90% for glove use.

Conclusions: The majority of HCW agree with the use of PPE to prevent pathogen transmission in the healthcare setting. Agreement with universal mask use for patient care shifted during the COVID-19 pandemic.

目标:评估医护人员(HCW)对通用口罩以及作为传播预防措施一部分的防护服和手套的态度:评估医护人员(HCW)对通用口罩以及作为传播性预防措施一部分的防护服和手套的态度:设计:横断面调查:地点:马里兰州巴尔的摩市的三级学术医疗中心:方法:在患者护理区工作并与患者接触的医护人员:2023 年 5 月,医院宣传团队通过电子邮件发布了一份包含 15 个问题的网络调查。调查包含一些问题,用于评估 HCW 在 COVID-19 疫苗上市前和调查时对通用掩蔽政策的看法,以及对使用防护服和手套进行传播性预防的看法。我们使用了描述性统计来总结数据。结果:257 名符合条件的受访者完成了调查。护士和病人护理技术人员(43%)以及医疗服务提供者(17%)是最常报告的角色。同意普遍使用口罩的比例从大流行初期的 84% 下降到调查时的 55%。分别有 70% 和 72% 的医护人员同意口罩可以保护自己和他人。63% 的人表示戴口罩会带来一定程度的烦恼,最常见的原因是沟通困难或身体不适。75%的医护人员同意使用防护服来保护抗生素耐药菌,而90%的医护人员同意使用手套:结论:大多数医护人员同意在医疗环境中使用个人防护设备来防止病原体传播。在 COVID-19 大流行期间,对在患者护理中普遍使用口罩的认同度发生了变化。
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引用次数: 0
Comparing the effectiveness of universal admission testing and risk-based testing at emergency admission for preventing nosocomial COVID-19: a multicenter retrospective cohort study in Japan. 比较普遍入院检测和基于风险的急诊入院检测对预防鼻疽 COVID-19 的有效性:日本一项多中心回顾性队列研究。
IF 3 4区 医学 Q2 INFECTIOUS DISEASES Pub Date : 2024-10-22 DOI: 10.1017/ice.2024.161
Kenta Iijima, Hitomi Osako, Kentaro Iwata

Objective: To compare the effectiveness of universal admission testing (UAT) and risk-based testing (RBT) in preventing nosocomial coronavirus disease 2019 (COVID-19) after the implementation of strict infection control measures.

Design: Retrospective multicenter cohort study.

Setting: Five community hospitals in Japan.

Patients: 14,028 adult patients admitted emergently from June 1, 2022, to January 31, 2023.

Methods: We calculated crude incidence density rates of community-acquired COVID-19 (positive test ≤4 days postadmission), hospital-acquired COVID-19 (positive test ≥8 days postadmission), total postadmission COVID-19 (all cases of positive test postadmission), and primary cases (sporadic and index cases). A generalized estimating equation model was used to adjust for local incidence (new COVID-19 patients per 100,000 population), single-bed room proportion, and admission proportion of patients older than 65 years.

Results: The weekly local incidence in the study areas was less than 1,800 per 100,000 population (1.8%). Two hospitals implemented RBT and 3 implemented UAT. The median admission testing rate was higher in the UAT group than in the RBT group (95% vs 55%; difference 45.2%, 95% CI, 40.3%-48.8%). Crude and adjusted analyses revealed no significant associations between incidence density rates (IRR; >1 indicates higher incidence with UAT) and admission strategies for any of the outcomes: community-acquired cases (adjusted IRR = 1.23; 95% CI, 0.46-3.31), hospital-acquired cases (1.46; 0.80-2.66), total postadmission COVID-19 (1.22; 0.79-1.87), and primary cases (0.81; 0.59-1.12).

Conclusions: Compared with risk-based testing, universal admission testing may have limited additional benefits in preventing nosocomial COVID-19 transmission during a period of low-moderate local incidence.

目的比较在实施严格的感染控制措施后,普遍入院检测(UAT)和基于风险的检测(RBT)在预防2019年鼻腔冠状病毒病(COVID-19)方面的效果:设计:回顾性多中心队列研究:背景:日本五家社区医院:14,028名2022年6月1日至2023年1月31日期间急诊入院的成人患者:我们计算了社区获得性COVID-19(入院后4天内检测呈阳性)、医院获得性COVID-19(入院后8天内检测呈阳性)、入院后总COVID-19(入院后检测呈阳性的所有病例)和原发病例(散发性病例和指数病例)的粗发病密度率。采用广义估计方程模型对当地发病率(每10万人口中新增COVID-19患者)、单人病房比例和65岁以上入院患者比例进行调整:研究地区的每周当地发病率低于每 10 万人 1,800 例(1.8%)。两家医院实施了 RBT,三家医院实施了 UAT。UAT 组的入院检测率中位数高于 RBT 组(95% vs 55%;差异为 45.2%,95% CI,40.3%-48.8%)。粗略分析和调整分析表明,在社区获得性病例(调整后IRR = 1.23; 95% CI, 0.46-3.31)、医院获得性病例(1.46; 0.80-2.66)、入院后COVID-19总计(1.22; 0.79-1.87)和原发性病例(0.81; 0.59-1.12)等结果中,发病密度率(IRR;>1表示UAT的发病率更高)与入院策略之间均无显著关联:结论:与基于风险的检测相比,在当地发病率处于中低水平的时期,普遍入院检测在预防 COVID-19 的院内传播方面的额外益处可能有限。
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引用次数: 0
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Infection Control and Hospital Epidemiology
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