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Impact of Workplace Violence Against Emergency Medical Services (EMS). 工作场所暴力对紧急医疗服务(EMS)的影响。
IF 2.1 3区 医学 Q2 EMERGENCY MEDICINE Pub Date : 2024-08-05 DOI: 10.1080/10903127.2024.2381218
Sarayna S McGuire, Michelle A Lampman, Olivia A Smith, Casey M Clements

Objectives: The objectives of this study were to: (1) understand the personal impact of workplace violence (WPV) on staff within a large multistate emergency medical services (EMS) agency, (2) describe the impact of WPV on subsequent patient interactions, examining how experiences of violence affect the quality of care provided by EMS clinicians, (3) examine the influence of WPV on perceived workplace safety among prehospital personnel and its correlation with retention in the EMS field, and (4) solicit recommendations from staff for the prevention and mitigation of WPV in the future.

Methods: We conducted virtual focus groups and individual interviews with 22 prehospital personnel using a descriptive qualitative design within a large multistate Midwest EMS agency between 4/5/2023-6/20/2023. Data were analyzed using Thematic Analysis to identify common perceptions among and across participants.

Results: Major themes of personal impact; impact on patient interactions; influence of WPV on career longevity/sustainability; and relationship between EMS culture and WPV were identified. Overall, participants shared the perception that WPV is "part of the job", and that verbal abuse was so common that they hadn't previously considered it as violence. Participants provided several examples of WPV and described how these experiences impacted them personally (e.g., hypervigilance) and impacted their subsequent interaction with patients (e.g., quicker to use restraints, loss of empathy). Participants shared the perception that EMS is no longer valued or respected by patients or communities. Several voiced concerns for the next generation of colleagues and nearly all participants reported the need for education and training in situational awareness, de-escalation, and self-defense tactics. Participants referenced desire for more coordination and communication with law enforcement, change in culture of abuse from patients without repercussions, and improved agency mental health support and peer support/mentoring following a violent event. Despite experiences with WPV, the majority reported plans to remain in EMS.

Conclusions: Emergency Medical Services personnel are commonly traumatized by violence in their work and nonphysical violence is underappreciated. Despite its impact on staff and subsequent patient interactions, most participants reported plans to remain within EMS. Multi-faceted system-focused efforts are needed to shift toward and support a zero-tolerance culture for WPV.

目标:本研究的目的是(1)了解工作场所暴力(WPV)对一家大型多州紧急医疗服务(EMS)机构内工作人员的个人影响;(2)描述工作场所暴力对后续患者互动的影响,研究暴力经历如何影响 EMS 临床医生提供的护理质量;(3)研究工作场所暴力对院前工作人员感知的工作场所安全的影响及其与在 EMS 领域留任的相关性;以及(4)征求工作人员对未来预防和减轻工作场所暴力的建议。方法:在 2023 年 5 月 4 日至 2023 年 6 月 20 日期间,我们在一家大型多州中西部急救医疗机构内采用描述性定性设计对 22 名院前工作人员进行了虚拟焦点小组和个别访谈。结果:确定了个人影响、对患者互动的影响、WPV 对职业寿命/可持续性的影响以及 EMS 文化与 WPV 之间的关系等主要专题。总体而言,参与者都认为 WPV 是 "工作的一部分",而且辱骂是如此常见,以至于他们以前并未将其视为暴力。与会者提供了几个 WPV 例子,并描述了这些经历如何影响他们个人(例如过度警惕)以及如何影响他们随后与患者的互动(例如更快地使用束缚手段、失去同理心)。与会者一致认为,急救医疗服务不再受到患者或社区的重视或尊重。几位与会者表达了对下一代同事的担忧,几乎所有与会者都表示需要在态势感知、降级和自卫战术方面进行教育和培训。与会者提到,希望与执法部门加强协调和沟通,改变患者施暴而不受到惩罚的文化,并在暴力事件发生后改善机构的心理健康支持和同伴支持/辅导。尽管经历过 WPV 事件,但大多数人表示计划继续从事急救医疗服务:结论:急救医疗服务人员在工作中通常会受到暴力创伤,而非身体暴力却未得到足够重视。尽管暴力对工作人员和随后的患者互动产生了影响,但大多数参与者表示计划继续留在急救医疗服务部门工作。需要开展以系统为重点的多方面工作,转变并支持对 WPV 零容忍的文化。
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引用次数: 0
Examining the Reliability and Validity of the ALS Certification Examinations with the Inclusion of Clinical Judgment: An Update on the ALS Examination Redesign. 通过临床判断检验 ALS 认证考试的可靠性和有效性:ALS 考试重新设计的最新进展。
IF 2.1 3区 医学 Q2 EMERGENCY MEDICINE Pub Date : 2024-08-05 DOI: 10.1080/10903127.2024.2379879
Brent A Stevenor, Yin Burgess, Greg Sampson, Nadine LeBarron McBride, Mihaiela R Gugiu, Jenna Copella, James Davis, Brad Wu, Ashish R Panchal

Objectives: Clinical judgment describes the process an emergency medical service clinician uses to evaluate problems and make decisions in the out-of-hospital setting. As part of the redesign of the Advanced Life Support (ALS) certification examinations, the National Registry of Emergency Medical Technicians is developing and evaluating items that measure clinical judgment, with the intention of assessing these as a new domain in the ALS certification examinations. In this study, we provide evidence around the redesign by evaluating the reliability and validity of the advanced emergency medical technician (AEMT) and paramedic certification examinations when clinical judgment is included as a sixth domain along with the five current domains.

Methods: Pretest (i.e., pilot, unscored) clinical judgment items were included as a new sixth clinical judgment domain. We then used the combination of operational (i.e., scored) and pretest items for all six domains and scored the redesigned AEMT and paramedic certification examinations. We evaluated the psychometric properties of these ALS examinations within the Rasch measurement framework with multiple assessments of reliability and validity including item-level statistics (e.g., mean-square infit and outfit, local dependence) and examination-level statistics (e.g., person reliability, item reliability, item separation, decision consistency, decision accuracy). Wright Maps were produced to evaluate whether the examination item difficulty statistics aligned with the candidate ability continuum.

Results: The total population of all examination forms included were 20,136 (AEMT 4,983; paramedic 15,153). The Rasch-based statistics for the redesigned AEMT and paramedic examinations, for both item and examination-level statistics, were well within the psychometric standard values. Wright maps demonstrated that the developed items fall along the candidate ability continuum for both examinations. Further, the distribution of clinical judgment item difficulties fell within the current item distribution, providing evidence that these new items are of similar difficulty to the items measuring the five current domains.

Conclusion: We demonstrate strong reliability and validity evidence to support that the integrity of the examinations is upheld with the addition of clinical judgment items, while also providing a more robust candidate evaluation. Most importantly, the pass/fail decisions that candidates receive accurately reflect their level of ALS knowledge at the entry-level.

目标:临床判断描述了急诊医疗服务临床医师在院外环境中评估问题和做出决定的过程。作为重新设计高级生命支持(ALS)认证考试的一部分,国家急救医疗技术人员注册机构正在开发和评估测量临床判断的项目,目的是将其作为 ALS 认证考试的一个新领域进行评估。在本研究中,我们通过评估高级急救医疗技术员(AEMT)和辅助医务人员认证考试在将临床判断作为第六个领域纳入现有五个领域时的可靠性和有效性,为重新设计提供了证据:方法:将临床判断项目作为新的第六个临床判断领域纳入考前测试(即试验性无评分)。然后,我们将所有六个领域的操作(即计分)项目和预测试项目结合使用,并对重新设计的 AEMT 和辅助医务人员认证考试进行计分。我们在 Rasch 测量框架内对这些 ALS 考试的心理测量特性进行了评估,并对信度和效度进行了多重评估,包括项目级统计(如均方差 infit 和 outfit、局部依赖性)和考试级统计(如个人信度、项目信度、项目分离度、决策一致性、决策准确性)。我们还绘制了赖特图,以评估考试项目难度统计是否与考生能力连续体一致:纳入所有考试表格的总人数为 20,136 人(AEMT 4,983 人;护理人员 15,153 人)。重新设计的 AEMT 和辅助医务人员考试在项目和考试层面的 Rasch 统计数据均符合心理测量标准值。莱特图显示,所开发的两个考试项目均符合考生能力的连续性。此外,临床判断项目的难度分布与当前项目的难度分布一致,证明这些新项目与当前五个领域的测量项目难度相似:我们展示了强有力的信度和效度证据,证明增加临床判断项目后,考试的完整性得到了维护,同时也为考生提供了更有力的评估。最重要的是,考生获得的通过/未通过决定准确地反映了他们在入门阶段的 ALS 知识水平。
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引用次数: 0
Evaluation of the Use of Ketamine in Prehospital Seizure Management: A Retrospective Review of the ESO Database. 评估氯胺酮在院前癫痫发作治疗中的应用:对ESO数据库的回顾性研究。
IF 2.1 3区 医学 Q2 EMERGENCY MEDICINE Pub Date : 2024-07-31 DOI: 10.1080/10903127.2024.2382367
Joseph Daniel Finney, Paul D Schuler, James R Rudloff, Nicholas Agostin, Oleg V Lobanov, Jeffrey Siegler, Manish I Shah, Elan L Guterman, James M Chamberlain, Fahd A Ahmad

Objectives: Benzodiazepines are the primary antiseizure medication used by Emergency Medical Services (EMS) for seizures. Available literature in the United States and internationally shows 30% to 40% of seizures do not terminate with benzodiazepines called benzodiazepine refractory status epilepticus (BRSE). Ketamine is a potential treatment for BRSE due to its unique pharmacology. However, its application in the prehospital setting is mostly documented in case reports. Little is known about its use by EMS professionals for seizure management, whether as initial treatment or for BRSE, creating an opportunity to describe its current use and inform future research.

Methods: We performed a retrospective review of 9-1-1 EMS encounters with a primary or secondary impression of seizure using the ESO Data Collaborative from 2018 to 2021. We isolated encounters during which ketamine was administered. We excluded medication administrations prior to EMS arrival and encounters without medication administration. Subgroup analysis was performed to control for airway procedure as an indication for ketamine administration. We also evaluated for co-administration with other antiseizure medications, dose and route of administration, and response to treatment.

Results: We identified 99,576 encounters that met inclusion. There were 2,531/99,576 (2.54%) encounters with ketamine administration and 50.7% (1,283/2,531) received ketamine without an airway procedure. There were 616 cases (48%, 616/1,283) where ketamine was given without another antiseizure medication (ASM) and without any airway procedure. The remaining 667 (52%) cases received ketamine with at least one other ASM, most commonly midazolam (89%, 593/667). Adjusted for the growth in the ESO dataset, ketamine use by EMS professionals during encounters for seizures without an airway procedure increased from 0.90% (139/15,375) to 1.45% (416/28,651) an increase of 62% over the study period.

Conclusions: In this retrospective review of the ESO Data Collaborative, ketamine administration for seizure encounters without an airway procedure increased over the study period, both as a single agent and with another ASM. Most ketamine administrations were for adult patients in the south and in urban areas. The frequency of BRSE, the need for effective treatment, and the growth in ketamine use warrant prospective prehospital research to evaluate the value of ketamine in prehospital seizure management.

目的:苯二氮卓类药物是紧急医疗服务 (EMS) 用于治疗癫痫发作的主要抗癫痫药物。美国和国际上的现有文献显示,30% 到 40% 的癫痫发作在使用苯二氮卓类药物后不会终止,这被称为苯二氮卓类药物难治性癫痫状态(BRSE)。氯胺酮因其独特的药理作用而成为治疗 BRSE 的潜在药物。然而,其在院前环境中的应用大多记录在病例报告中。急救专业人员将氯胺酮用于癫痫发作管理(无论是作为初始治疗还是用于 BRSE)的情况鲜为人知,这为我们描述氯胺酮的当前使用情况并为未来研究提供信息创造了机会:我们使用 ESO 数据协作平台对 2018-2021 年期间以癫痫发作为主要或次要印象的 9-1-1 紧急医疗服务事件进行了回顾性审查。我们分离了使用氯胺酮的急救事件。我们排除了 EMS 到达前的用药和未用药的情况。我们进行了分组分析,以控制将气道手术作为氯胺酮给药指征的情况。我们还评估了与其他抗癫痫药物联合用药的情况、用药剂量和途径以及对治疗的反应:我们确定了 99,576 例符合纳入条件的病例。其中 2,531 次/99,576 次(2.54%)使用了氯胺酮,50.7%(1,283 次/2,531 次)使用氯胺酮时未进行气道手术。有 616 个病例(48%,616/1,283)在使用氯胺酮时未使用其他抗癫痫药物(ASM),也未进行任何气道操作。其余 667 个病例(52%)在使用氯胺酮的同时至少使用了一种其他 ASM,其中最常见的是咪达唑仑(89%,593/667)。根据ESO数据集的增长情况进行调整后,在研究期间,急救医疗专业人员在没有气道手术的癫痫发作情况下使用氯胺酮的比例从0.90%(139/15,375)上升到1.45%(416/28,651),增长了62%:在这项ESO数据协作组的回顾性研究中,氯胺酮作为单一药物或与另一种ASM一起用于无气道手术的癫痫发作在研究期间有所增加。大多数氯胺酮用于南方和城市地区的成年患者。BRSE 的发生频率、对有效治疗的需求以及氯胺酮使用量的增长都表明,有必要开展前瞻性院前研究,以评估氯胺酮在院前癫痫发作管理中的价值。
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引用次数: 0
Initial Validity Evidence for the American Board of Emergency Medicine Emergency Medical Services Certification Examination. 美国急诊医学委员会急诊医疗服务认证考试的初始有效性证据。
IF 2.1 3区 医学 Q2 EMERGENCY MEDICINE Pub Date : 2024-07-31 DOI: 10.1080/10903127.2024.2379872
Earl J Reisdorff, Kevin B Joldersma, Chadd K Kraus, Melissa A Barton, Barry J Knapp, Douglas F Kupas, Brian M Clemency, Mohamud Daya

Objectives: The American Board of Emergency Medicine (ABEM) Emergency Medical Services Medicine (EMS) subspecialty was approved by the American Board of Medical Specialties on September 23, 2010. Subspecialty certification in EMS was contingent on two key elements-completing Accreditation Council for Graduate Medical Education (ACGME)-accredited EMS training and passing the subspecialty certification examination developed by ABEM. The first EMS certification examination was offered in October 2013. Meaningful certification requires rigorous assessment. In this instance, the EMS certification examination sought to embrace the tenets of validity, reliability, and fairness. For the purposes of this report, the sources of validity evidence were anchored on the EMS core content, the examination development process, and the association between fellowship training and passing the certification examination.

Methods: We chose to use validity evidence that included: 1) content validity (based on the EMS core content); 2) response processes (test items required intended cognitive processes); 3) internal structure supported by the internal relationships among items; 4) relations to other variables, specifically the association between examination performance and ACGME-accredited fellowship training; and 5) the consequences of testing.

Results: There is strong content validity evidence for the EMS examination based on the core content and its detailed development process. The core content and supporting job-task analysis was also used to define the examination blueprint. Internal structure support was evidenced by Cronbach's coefficient alpha, which ranged from 0.82 to 0.92. Physicians who completed ACGME-accredited EMS fellowship training were more likely to pass the EMS certification examination (chi square, p < 0.0001; Cramér's, V = 0.24). Finally, there were two sources of consequential validity evidence-use of test results to determine certification and use of the resulting certificate.

Conclusions: There is substantial and varied validity evidence to support the use of the EMS certifying examination in making summative decisions to award certification in EMS. Of note, there was a statistically significant association between ACGME-accredited fellowship training and passing the examination.

目标:美国急诊医学委员会(ABEM)急诊医疗服务医学(EMS)于 2010 年 9 月 23 日获得美国医学专科委员会批准。急救医疗服务亚专科认证取决于两个关键要素--完成毕业医学教育认证委员会(ACGME)认可的急救医疗服务培训和通过 ABEM 制定的亚专科认证考试。首次急救医疗认证考试于 2013 年 10 月举行。有意义的认证需要严格的评估。在这种情况下,急救医疗认证考试力求体现有效性、可靠性和公平性的原则。就本报告而言,有效性证据的来源主要是急救医疗核心内容、考试开发过程以及研究员培训与通过认证考试之间的关联:我们选择使用的有效性证据包括1) 内容效度(基于 EMS 核心内容);2) 反应过程(测试项目需要预期的认知过程);3) 由项目间内部关系支持的内部结构;4) 与其他变量的关系,特别是考试成绩与 ACGME 认可的研究员培训之间的关系;以及 5) 测试的结果:结果:基于核心内容及其详细的开发过程,急救医疗考试的内容效度证据确凿。核心内容和支持性工作任务分析也用于确定考试蓝图。Cronbach's coefficient alpha(克朗巴赫系数α)从 0.82 到 0.92 不等,证明了内部结构的支持。完成 ACGME 认可的 EMS 研究员培训的医生更有可能通过 EMS 认证考试(chi square,p < 0.0001;Cramér's,V = 0.24)。最后,结果有效性证据有两个来源--使用考试结果来确定认证和使用所获得的证书:有大量不同的有效性证据支持使用急救医疗服务认证考试来做出授予急救医疗服务认证的终结性决定。值得注意的是,ACGME 认可的研究员培训与通过考试之间存在统计学意义上的显著关联。
{"title":"Initial Validity Evidence for the American Board of Emergency Medicine Emergency Medical Services Certification Examination.","authors":"Earl J Reisdorff, Kevin B Joldersma, Chadd K Kraus, Melissa A Barton, Barry J Knapp, Douglas F Kupas, Brian M Clemency, Mohamud Daya","doi":"10.1080/10903127.2024.2379872","DOIUrl":"10.1080/10903127.2024.2379872","url":null,"abstract":"<p><strong>Objectives: </strong>The American Board of Emergency Medicine (ABEM) Emergency Medical Services Medicine (EMS) subspecialty was approved by the American Board of Medical Specialties on September 23, 2010. Subspecialty certification in EMS was contingent on two key elements-completing Accreditation Council for Graduate Medical Education (ACGME)-accredited EMS training and passing the subspecialty certification examination developed by ABEM. The first EMS certification examination was offered in October 2013. Meaningful certification requires rigorous assessment. In this instance, the EMS certification examination sought to embrace the tenets of validity, reliability, and fairness. For the purposes of this report, the sources of validity evidence were anchored on the EMS core content, the examination development process, and the association between fellowship training and passing the certification examination.</p><p><strong>Methods: </strong>We chose to use validity evidence that included: 1) content validity (based on the EMS core content); 2) response processes (test items required intended cognitive processes); 3) internal structure supported by the internal relationships among items; 4) relations to other variables, specifically the association between examination performance and ACGME-accredited fellowship training; and 5) the consequences of testing.</p><p><strong>Results: </strong>There is strong content validity evidence for the EMS examination based on the core content and its detailed development process. The core content and supporting job-task analysis was also used to define the examination blueprint. Internal structure support was evidenced by Cronbach's coefficient alpha, which ranged from 0.82 to 0.92. Physicians who completed ACGME-accredited EMS fellowship training were more likely to pass the EMS certification examination (chi square, <i>p</i> < 0.0001; Cramér's, <i>V</i> = 0.24). Finally, there were two sources of consequential validity evidence-use of test results to determine certification and use of the resulting certificate.</p><p><strong>Conclusions: </strong>There is substantial and varied validity evidence to support the use of the EMS certifying examination in making summative decisions to award certification in EMS. Of note, there was a statistically significant association between ACGME-accredited fellowship training and passing the examination.</p>","PeriodicalId":20336,"journal":{"name":"Prehospital Emergency Care","volume":" ","pages":"1-6"},"PeriodicalIF":2.1,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141752480","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Blood Product Administration in the Prehospital Setting: A Scoping Review 院前环境中的血液制品管理:范围审查
IF 2.4 3区 医学 Q2 EMERGENCY MEDICINE Pub Date : 2024-07-30 DOI: 10.1080/10903127.2024.2386007
Caitlin Turnbull, Lisa Clegg, Abishek Santhakumar, Peter S. Micalos
OBJECTIVES: Implementing prehospital blood products for treating hemorrhagic shock has been utilised globally in military and civilian settings. This review aims to compare various guidelines for u...
目的: 院前血液制品治疗失血性休克已在全球军事和民用环境中得到广泛应用。本综述旨在比较院前血液制品治疗失血性休克的各种指南。
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引用次数: 0
Acute Non-ST Segment Elevation Myocardial Infarction Following Intravenous Injection of Sublingual Suboxone. 静脉注射舌下含服苏波克酮后发生急性非ST段抬高型心肌梗死。
IF 2.1 3区 医学 Q2 EMERGENCY MEDICINE Pub Date : 2024-07-23 DOI: 10.1080/10903127.2024.2374999
Lucas Belmore, Timothy Ahn, Eric Nguyen, Timothy Lenz

Non-ST segment elevation myocardial infarction (NSTEMI) is a relatively unknown complication of injecting sublingual Suboxone (buprenorphine/naloxone). Buprenorphine/naloxone should be taken as a sublingual tablet or a buccal film and not injected, so its effects from this mode of administration are not well known. While the differential diagnosis for chest pain is very broad, many practitioners do not associate chest pain with the use of buprenorphine/naloxone. We recommend considering serial electrocardiograms (ECGs) and high-sensitivity troponins for a patient who presents with chest pain after buprenorphine/naloxone use.

非 ST 段抬高型心肌梗死(NSTEMI)是注射舌下含服 Suboxone(丁丙诺啡/纳洛酮)的一种相对未知的并发症。丁丙诺啡/纳洛酮应作为舌下片剂或口腔胶片服用,而不应注射,因此这种给药方式的影响尚不清楚。虽然胸痛的鉴别诊断范围很广,但许多医生并不会将胸痛与使用丁丙诺啡/纳洛酮联系起来。我们建议考虑对使用丁丙诺啡/纳洛酮后出现胸痛的患者进行连续心电图检查和高敏肌钙蛋白检查。
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引用次数: 0
The Performance of ChatGPT-4 and Gemini Ultra 1.0 for Quality Assurance Review in Emergency Medical Services Chest Pain Calls. ChatGPT-4 和 Gemini Ultra 1.0 在紧急医疗服务胸痛呼叫质量保证审查中的性能。
IF 2.1 3区 医学 Q2 EMERGENCY MEDICINE Pub Date : 2024-07-22 DOI: 10.1080/10903127.2024.2376757
Graham Brant-Zawadzki, Brent Klapthor, Chris Ryba, Drew C Youngquist, Brooke Burton, Helen Palatinus, Scott T Youngquist

Objectives: This study assesses the feasibility, inter-rater reliability, and accuracy of using OpenAI's ChatGPT-4 and Google's Gemini Ultra large language models (LLMs), for Emergency Medical Services (EMS) quality assurance. The implementation of these LLMs for EMS quality assurance has the potential to significantly reduce the workload on medical directors and quality assurance staff by automating aspects of the processing and review of patient care reports. This offers the potential for more efficient and accurate identification of areas requiring improvement, thereby potentially enhancing patient care outcomes.

Methods: Two expert human reviewers, ChatGPT GPT-4, and Gemini Ultra assessed and rated 150 consecutively sampled and anonymized prehospital records from 2 large urban EMS agencies for adherence to 2020 National Association of State EMS metrics for cardiac care. We evaluated the accuracy of scoring, inter-rater reliability, and review efficiency. The inter-rater reliability for the dichotomous outcome of each EMS metric was measured using the kappa statistic.

Results: Human reviewers showed high interrater reliability, with 91.2% agreement and a kappa coefficient 0.782 (0.654-0.910). ChatGPT-4 achieved substantial agreement with human reviewers in EKG documentation and aspirin administration (76.2% agreement, kappa coefficient 0.401 (0.334-0.468), but performance varied across other metrics. Gemini Ultra's evaluation was discontinued due to poor performance. No significant differences were observed in median review times: 01:28 min (IQR 1:12 - 1:51 min) per human chart review, 01:24 min (IQR 01:09 - 01:53 min) per ChatGPT-4 chart review (p = 0.46), and 01:50 min (IQR 01:10-03:34 min) per Gemini Ultra review (p = 0.06).

Conclusions: Large language models demonstrate potential in supporting quality assurance by effectively and objectively extracting data elements. However, their accuracy in interpreting non-standardized and time-sensitive details remains inferior to human evaluators. Our findings suggest that current LLMs may best offer supplemental support to the human review processes, but their current value remains limited. Enhancements in LLM training and integration are recommended for improved and more reliable performance in the quality assurance processes.

目的本研究评估了将 OpenAI 的 ChatGPT-4 和谷歌的 Gemini Ultra 大型语言模型 (LLM) 用于紧急医疗服务 (EMS) 质量保证的可行性、评分者之间的可靠性和准确性。将这些 LLMs 用于 EMS 质量保证有可能通过自动处理和审查病人护理报告的各个方面,大大减轻医务主任和质量保证人员的工作量。这为更高效、更准确地识别需要改进的领域提供了可能,从而有可能提高患者护理效果。方法: 两名专家级人工审核员 ChatGPT GPT-4 和 Gemini Ultra 对来自 2 个大型城市急救医疗机构的 150 份连续抽样的匿名院前记录进行了评估和评分,以确定其是否符合 2020 年国家急救医疗协会的心脏护理指标。我们对评分的准确性、评分者之间的可靠性和审核效率进行了评估。结果:人工评审员的评审结果显示了较高的评审员间可靠性,一致率为 91.2%,卡帕系数为 0.782(0.654-0.910)。在心电图记录和阿司匹林给药方面,ChatGPT-4 与人工审核人员的一致性很高(一致性为 76.2%,卡帕系数为 0.401 (0.334-0.468)),但在其他指标上的表现各不相同。Gemini Ultra 的评估因表现不佳而终止。审查时间中位数无明显差异:每次人工病历审核时间为 01:28 分钟(IQR 1:12 - 1:51 分钟),每次 ChatGPT-4 病历审核时间为 01:24 分钟(IQR 01:09 - 01:53 分钟)(p = 0.46),每次 Gemini Ultra 审核时间为 01:50 分钟(IQR 01:10-03:34 分钟)(p = 0.06):大型语言模型通过有效、客观地提取数据元素,在支持质量保证方面显示出潜力。结论:大型语言模型通过有效、客观地提取数据元素,在支持质量保证方面显示出潜力,但在解释非标准化和时间敏感性细节方面,其准确性仍然不如人类评估员。我们的研究结果表明,目前的 LLM 最能为人工评审流程提供补充支持,但其价值仍然有限。建议加强 LLM 的培训和整合,以改进质量保证流程并提高其可靠性。
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引用次数: 0
A Qualitative Analysis of Barriers to Evidence-Based Care in the Prehospital Management of Patients with Suspected Acute Coronary Syndrome. 对疑似急性冠状动脉综合征患者院前管理中循证护理障碍的定性分析。
IF 2.1 3区 医学 Q2 EMERGENCY MEDICINE Pub Date : 2024-07-22 DOI: 10.1080/10903127.2024.2372817
Kailey Winkler, Jared McKinney, Carrie Reale, Shilo Anders, Melissa Rubenstein, Lauren Cavagnini, Remle Crowe, Michael J Ward

Objectives: Prehospital electrocardiogram (ECG) and administration of aspirin are evidence-based strategies for patients with acute coronary syndrome (ACS). However, emergency medical services (EMS) compliance in patients with suspected ACS varies widely. We sought to understand the barriers to prehospital ECG acquisition and aspirin administration for patients with suspected ACS.

Methods: In this qualitative study, we interviewed EMS clinicians at three geographically diverse United States (U.S.)-based EMS agencies. We interviewed practicing clinicians and quality and operations leaders at these agencies. Based on the Reach, Effectiveness, Adoption, Implementation, and Maintenance (RE-AIM) framework, interviews were recorded, transcribed, and analyzed using a grounded qualitative approach with open coding. The Systems Engineering Initiative for Patient Safety (SEIPS) framework and a constant comparison technique were used to identify and refine themes.

Results: Twenty-five paramedics and 20 additional agency personnel participated. Median age was 41 (IQR: 34-51) years and 13 (29%) were female. Themes were organized using SEIPS and longitudinally through four phases of an EMS call. During the pre-arrival phase, staffing challenges, training quality, and dispatch may anchor EMS clinicians on a diagnosis. During the diagnosis and treatment phase, safety and communication barriers may take priority over care delivery. Additionally, EMS clinicians must allocate assets (e.g. whether to send an advanced life support unit) and financial resources; veteran EMS clinicians identified their experience whereas newer clinicians cited their recent education when making these decisions. Also, diagnostic uncertainty due to increasing patient complexity and atypical presentations contributed to diagnostic errors. During the response and transport phase, the scope of practice limits the use and interpretation of the ECG, with clinicians reporting that liberal use of ECG led to more rapid decision-making. Finally, in the after phase, personnel reported the "psychologically taxing" nature of the job contributing to biases, bad habits, and burnout. Performance feedback was desired for personal development, though currently perceived as infrequent and punitive.

Conclusions: Multiple, interrelated themes underscored the complexities of delivering evidence-based care to prehospital patients with ACS. Education in ECG interpretation, resource allocation, bias, and enhancing feedback may serve as strategies to address the identified barriers.

目的:院前心电图(ECG)和服用阿司匹林是针对急性冠状动脉综合征(ACS)患者的循证策略。然而,急诊医疗服务(EMS)对疑似 ACS 患者的依从性差异很大。我们试图了解疑似 ACS 患者院前心电图采集和阿司匹林用药的障碍。方法:在这项定性研究中,我们采访了三家地理位置不同的美国急救医疗机构的急救医疗临床医生。我们采访了这些机构的临床医生以及质量和运营负责人。根据 "到达、效果、采用、实施和维护"(RE-AIM)框架,我们对访谈进行了记录、转录,并采用开放式编码的基础定性方法进行了分析。采用患者安全系统工程倡议(SEIPS)框架和恒定比较技术来确定和完善主题。年龄中位数为 41 岁(IQR:34-51),女性 13 人(29%)。使用 SEIPS 对主题进行了组织,并对急救呼叫的四个阶段进行了纵向分析。在到达前阶段,人员配备挑战、培训质量和调度可能会让急救临床医生对诊断产生依赖。在诊断和治疗阶段,安全和沟通障碍可能会优先于护理服务。此外,EMS 临床医生必须分配资产(如是否派遣高级生命支持小组)和财政资源;在做出这些决定时,资深的 EMS 临床医生认为他们经验丰富,而新的临床医生则认为他们刚接受过教育。此外,由于患者的复杂性和非典型表现不断增加,诊断的不确定性也是导致诊断错误的原因之一。在响应和转运阶段,执业范围限制了心电图的使用和解释,临床医生报告说,自由使用心电图可以更快地做出决策。最后,在事后阶段,工作人员报告说,工作的 "心理负担 "性质导致了偏见、坏习惯和职业倦怠。他们希望通过绩效反馈促进个人发展,但目前认为这种反馈并不频繁,而且具有惩罚性:多个相互关联的主题强调了为院前 ACS 患者提供循证护理的复杂性。心电图解读、资源分配和偏见方面的教育以及加强反馈可作为解决已发现障碍的策略。
{"title":"A Qualitative Analysis of Barriers to Evidence-Based Care in the Prehospital Management of Patients with Suspected Acute Coronary Syndrome.","authors":"Kailey Winkler, Jared McKinney, Carrie Reale, Shilo Anders, Melissa Rubenstein, Lauren Cavagnini, Remle Crowe, Michael J Ward","doi":"10.1080/10903127.2024.2372817","DOIUrl":"10.1080/10903127.2024.2372817","url":null,"abstract":"<p><strong>Objectives: </strong>Prehospital electrocardiogram (ECG) and administration of aspirin are evidence-based strategies for patients with acute coronary syndrome (ACS). However, emergency medical services (EMS) compliance in patients with suspected ACS varies widely. We sought to understand the barriers to prehospital ECG acquisition and aspirin administration for patients with suspected ACS.</p><p><strong>Methods: </strong>In this qualitative study, we interviewed EMS clinicians at three geographically diverse United States (U.S.)-based EMS agencies. We interviewed practicing clinicians and quality and operations leaders at these agencies. Based on the Reach, Effectiveness, Adoption, Implementation, and Maintenance (RE-AIM) framework, interviews were recorded, transcribed, and analyzed using a grounded qualitative approach with open coding. The Systems Engineering Initiative for Patient Safety (SEIPS) framework and a constant comparison technique were used to identify and refine themes.</p><p><strong>Results: </strong>Twenty-five paramedics and 20 additional agency personnel participated. Median age was 41 (IQR: 34-51) years and 13 (29%) were female. Themes were organized using SEIPS and longitudinally through four phases of an EMS call. During the <i>pre-arrival phase</i>, staffing challenges, training quality, and dispatch may anchor EMS clinicians on a diagnosis. During the <i>diagnosis and treatment phase</i>, safety and communication barriers may take priority over care delivery. Additionally, EMS clinicians must allocate assets (e.g. whether to send an advanced life support unit) and financial resources; veteran EMS clinicians identified their experience whereas newer clinicians cited their recent education when making these decisions. Also, diagnostic uncertainty due to increasing patient complexity and atypical presentations contributed to diagnostic errors. During the <i>response and transport phase</i>, the scope of practice limits the use and interpretation of the ECG, with clinicians reporting that liberal use of ECG led to more rapid decision-making. Finally, in the <i>after phase</i>, personnel reported the \"psychologically taxing\" nature of the job contributing to biases, bad habits, and burnout. Performance feedback was desired for personal development, though currently perceived as infrequent and punitive.</p><p><strong>Conclusions: </strong>Multiple, interrelated themes underscored the complexities of delivering evidence-based care to prehospital patients with ACS. Education in ECG interpretation, resource allocation, bias, and enhancing feedback may serve as strategies to address the identified barriers.</p>","PeriodicalId":20336,"journal":{"name":"Prehospital Emergency Care","volume":" ","pages":"1-9"},"PeriodicalIF":2.1,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141564141","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
State-Based Evaluation of the Workforce Pipeline from Paramedic Program Enrollment to Agency Affiliation. 以州为基础,评估从辅助医务人员计划注册到机构附属的劳动力培养途径。
IF 2.1 3区 医学 Q2 EMERGENCY MEDICINE Pub Date : 2024-07-19 DOI: 10.1080/10903127.2024.2371945
Jonathan R Powell, Shea L van den Bergh, Adrienne Kramer, Christopher B Gage, Adam Harrell, Deborah T Akers, Ashish R Panchal

Objectives: The strength and stability of the paramedic workforce is dependent on the continual flow of EMS clinicians into the field. Workforce entry requires three distinct steps: program completion, certification attainment, and affiliation with an EMS agency. At each of these steps, future EMS clinicians may be lost to the workforce but the contribution of each is unknown. Our objective was to evaluate these inflection points using a state-based registry of EMS clinicians from their point of entry into the EMS education system to eventual EMS agency affiliation.

Methods: This is a retrospective cohort evaluation of paramedic students in the Commonwealth of Virginia. We included any student who enrolled in a paramedic program in 2017 or 2018. Data were provided by the Virginia Office of Emergency Medical Services, who tracks the development of EMS clinicians from the point of entry into an educational program through their affiliation with an EMS agency upon employment. Our primary outcomes include proportions of enrolled students who complete a program, graduating students who attain national/state certification, and nationally certified EMS clinicians who affiliate with an EMS agency. Proportions were calculated at each step and compared to the overall population of students enrolled.

Results: In 2017 and 2018, 775 and 603 students were enrolled in paramedic programs, respectively. Approximately a quarter of students did not complete their paramedic program (2017: 25% [192/775]; 2018: 28% [170/603]). Of those who graduated, the proportion of students not gaining certification was lower (2017: 11% [62/583]; 2018: 17% [75/433]). Of those who certified, those not affiliating was similarly low (2017: 15% [77/521]; 2018: 13% [46/358]). Evaluating the effect of each of these steps on the total entry into the workforce, nearly half of those who originally enrolled did not join the workforce through agency affiliation (2017: 43% [331/775]; 2018: 48% [291/603]).

Conclusions: There are multiple areas to enhance retention of potential EMS trainees from program enrollment to EMS agency affiliation. This analysis suggests that educational attrition has a larger impact on the availability of new paramedics than certification examinations or agency affiliation decisions, though is limited to a singular state evaluation.

目标:辅助医务人员队伍的实力和稳定性取决于不断有急救医疗服务临床医生进入该领域。医务人员的加入需要经过三个不同的步骤:完成课程、获得认证和加入急救医疗机构。在上述每个步骤中,未来的急救医疗临床医生都可能流失,但每个步骤的贡献尚不清楚。我们的目标是通过一个基于州的急救医疗临床医生登记册,对他们从进入急救医疗教育系统到最终隶属于急救医疗机构的过程中的这些拐点进行评估。我们纳入了2017年或2018年就读辅助医务人员课程的所有学生。数据由弗吉尼亚州急救医疗服务办公室提供,该办公室负责追踪急救医疗服务临床医生从进入教育计划到就业后隶属于急救医疗服务机构的发展情况。我们的主要结果包括完成课程的注册学生比例、获得国家/州认证的毕业学生比例以及获得国家认证的急救医疗临床医生与急救医疗机构的隶属关系。结果:2017 年和 2018 年,分别有 775 名和 603 名学生注册了辅助医务人员课程。约四分之一的学生没有完成辅助医务人员课程(2017 年:25% [192/775];2018 年:28% [170/603])。在毕业的学生中,未获得认证的比例较低(2017 年:11% [62/583];2018 年:17% [75/433])。在获得认证的学生中,未加入附属机构的比例同样较低(2017 年:15% [77/521]; 2018 年:13% [46/358])。在评估这些步骤中的每一个步骤对加入劳动力队伍的总人数的影响时,最初注册的人员中有近一半没有通过机构隶属关系加入劳动力队伍(2017 年:43% [331/775];2018 年:48% [291/603]):从项目注册到 EMS 机构隶属关系,有多个领域可提高潜在 EMS 学员的保留率。该分析表明,与认证考试或机构隶属决策相比,教育损耗对新辅助医务人员可用性的影响更大,但仅限于单个州的评估。
{"title":"State-Based Evaluation of the Workforce Pipeline from Paramedic Program Enrollment to Agency Affiliation.","authors":"Jonathan R Powell, Shea L van den Bergh, Adrienne Kramer, Christopher B Gage, Adam Harrell, Deborah T Akers, Ashish R Panchal","doi":"10.1080/10903127.2024.2371945","DOIUrl":"10.1080/10903127.2024.2371945","url":null,"abstract":"<p><strong>Objectives: </strong>The strength and stability of the paramedic workforce is dependent on the continual flow of EMS clinicians into the field. Workforce entry requires three distinct steps: program completion, certification attainment, and affiliation with an EMS agency. At each of these steps, future EMS clinicians may be lost to the workforce but the contribution of each is unknown. Our objective was to evaluate these inflection points using a state-based registry of EMS clinicians from their point of entry into the EMS education system to eventual EMS agency affiliation.</p><p><strong>Methods: </strong>This is a retrospective cohort evaluation of paramedic students in the Commonwealth of Virginia. We included any student who enrolled in a paramedic program in 2017 or 2018. Data were provided by the Virginia Office of Emergency Medical Services, who tracks the development of EMS clinicians from the point of entry into an educational program through their affiliation with an EMS agency upon employment. Our primary outcomes include proportions of enrolled students who complete a program, graduating students who attain national/state certification, and nationally certified EMS clinicians who affiliate with an EMS agency. Proportions were calculated at each step and compared to the overall population of students enrolled.</p><p><strong>Results: </strong>In 2017 and 2018, 775 and 603 students were enrolled in paramedic programs, respectively. Approximately a quarter of students did not complete their paramedic program (2017: 25% [192/775]; 2018: 28% [170/603]). Of those who graduated, the proportion of students not gaining certification was lower (2017: 11% [62/583]; 2018: 17% [75/433]). Of those who certified, those not affiliating was similarly low (2017: 15% [77/521]; 2018: 13% [46/358]). Evaluating the effect of each of these steps on the total entry into the workforce, nearly half of those who originally enrolled did not join the workforce through agency affiliation (2017: 43% [331/775]; 2018: 48% [291/603]).</p><p><strong>Conclusions: </strong>There are multiple areas to enhance retention of potential EMS trainees from program enrollment to EMS agency affiliation. This analysis suggests that educational attrition has a larger impact on the availability of new paramedics than certification examinations or agency affiliation decisions, though is limited to a singular state evaluation.</p>","PeriodicalId":20336,"journal":{"name":"Prehospital Emergency Care","volume":" ","pages":"1-5"},"PeriodicalIF":2.1,"publicationDate":"2024-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141493051","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Disposition Outcomes Following Prehospital Use of Naloxone in a Large Metropolitan City in the United States. 美国某大都市院前使用纳洛酮后的处置结果。
IF 2.1 3区 医学 Q2 EMERGENCY MEDICINE Pub Date : 2024-07-11 DOI: 10.1080/10903127.2024.2369774
James R Langabeer, Christine Bakos-Block, A Sarah Cohen, Ishmam Alam, Bhanumathi Gopal, Marylou Cardenas-Turanzas, Arlo F Weltge, David Persse, Tiffany Champagne-Langabeer

Objectives: During a drug overdose, research suggests individuals may not call 9-1-1 out of fear of criminal justice concerns. Of those that call, research is inconclusive about the disposition of the emergency transport. We evaluated transport outcomes for adults with opioid-related overdose in the Emergency Medical Services (EMS) of a large metropolitan city in the United States.

Methods: We reviewed the EMS incident report database from the patient care record system for years 2018 to 2022. We queried all records, searching for relevant terms, and two reviewers cross-checked the database to identify cases that did not result in death at the scene. Study outcome was defined as hospital transportation or no transportation. Multivariable logistic regression was used to estimate odds ratios (OR) and 95% confidence intervals (95% CI) for hospital transport with patient age, sex, race and ethnicity as the independent variables.

Results: We identified 5,482 cases of nonfatal opioid-related overdose. Of these, 4,984 (90.9%) were transported to the hospital; 37 (0.7%) were placed in police custody; 304 (5.5%) were not transferred; and 157 (2.9%) had unknown outcomes. Among 5,288 with data on the transport outcome, the majority were male (65%), and the highest proportion were White (39%). Compared to those who were not transported, each 1-year increase in age was related to a 2% increase in the odds of transportation (OR: 1.02, 95% CI: 1.01-1.02). Compared to White patients, Black and Hispanic patients were 43% OR: 1.43, 95% CI: 1.07-1.90) and 44% (OR: 1.44, 95% CI: 1.03-2.00) more likely to be transported.

Conclusions: Individuals with suspected opioid-related overdose who call 9-1-1 are most often transported to the hospital. Current EMS procedures are successful at on-scene treatment and transportation; however, data on the long-term impact of opioid-related overdoses are still needed.

目标:研究表明,在吸毒过量时,由于担心刑事司法问题,人们可能不会拨打 9-1-1。对于那些拨打了 9-1-1 的人,有关紧急转运的处置情况尚无定论。我们对美国一个大都市的紧急医疗服务(EMS)中阿片类药物过量相关成人的转运结果进行了评估:我们查阅了患者护理记录系统中 2018 年至 2022 年的 EMS 事件报告数据库。我们查询了所有记录,搜索了相关术语,并由两名审查员对数据库进行交叉核对,以确定未导致现场死亡的病例。研究结果被定义为医院转运或无转运。以患者年龄、性别、种族和民族为自变量,采用多变量逻辑回归法估算医院转运的几率比(OR)和 95% 置信区间(95% CI):我们发现了 5482 例与阿片类药物相关的非致命性用药过量病例。其中,4984 例(90.9%)被送往医院;37 例(0.7%)被警方拘留;304 例(5.5%)未被转院;157 例(2.9%)结果未知。在 5288 名有转送结果数据的人员中,男性占大多数(65%),白人比例最高(39%)。与未被转运的患者相比,年龄每增加 1 岁,转运几率就增加 2%(OR:1.02,95% CI:1.01-1.02)。与白人患者相比,黑人和西班牙裔患者被转运的几率分别为43% OR:1.43,95% CI:1.07-1.90)和44%(OR:1.44,95% CI:1.03-2.00):结论:拨打 9-1-1 的阿片类药物过量疑似患者最常被送往医院。目前的急救程序在现场治疗和转运方面是成功的,但仍需要有关阿片类药物相关过量的长期影响的数据。
{"title":"Disposition Outcomes Following Prehospital Use of Naloxone in a Large Metropolitan City in the United States.","authors":"James R Langabeer, Christine Bakos-Block, A Sarah Cohen, Ishmam Alam, Bhanumathi Gopal, Marylou Cardenas-Turanzas, Arlo F Weltge, David Persse, Tiffany Champagne-Langabeer","doi":"10.1080/10903127.2024.2369774","DOIUrl":"10.1080/10903127.2024.2369774","url":null,"abstract":"<p><strong>Objectives: </strong>During a drug overdose, research suggests individuals may not call 9-1-1 out of fear of criminal justice concerns. Of those that call, research is inconclusive about the disposition of the emergency transport. We evaluated transport outcomes for adults with opioid-related overdose in the Emergency Medical Services (EMS) of a large metropolitan city in the United States.</p><p><strong>Methods: </strong>We reviewed the EMS incident report database from the patient care record system for years 2018 to 2022. We queried all records, searching for relevant terms, and two reviewers cross-checked the database to identify cases that did not result in death at the scene. Study outcome was defined as hospital transportation or no transportation. Multivariable logistic regression was used to estimate odds ratios (OR) and 95% confidence intervals (95% CI) for hospital transport with patient age, sex, race and ethnicity as the independent variables.</p><p><strong>Results: </strong>We identified 5,482 cases of nonfatal opioid-related overdose. Of these, 4,984 (90.9%) were transported to the hospital; 37 (0.7%) were placed in police custody; 304 (5.5%) were not transferred; and 157 (2.9%) had unknown outcomes. Among 5,288 with data on the transport outcome, the majority were male (65%), and the highest proportion were White (39%). Compared to those who were not transported, each 1-year increase in age was related to a 2% increase in the odds of transportation (OR: 1.02, 95% CI: 1.01-1.02). Compared to White patients, Black and Hispanic patients were 43% OR: 1.43, 95% CI: 1.07-1.90) and 44% (OR: 1.44, 95% CI: 1.03-2.00) more likely to be transported.</p><p><strong>Conclusions: </strong>Individuals with suspected opioid-related overdose who call 9-1-1 are most often transported to the hospital. Current EMS procedures are successful at on-scene treatment and transportation; however, data on the long-term impact of opioid-related overdoses are still needed.</p>","PeriodicalId":20336,"journal":{"name":"Prehospital Emergency Care","volume":" ","pages":"1-6"},"PeriodicalIF":2.1,"publicationDate":"2024-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141437343","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
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Prehospital Emergency Care
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