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ChatGPT-guided translation of pediatric emergency department discharge instructions. chatgpt引导下的儿科急诊科出院说明书翻译。
IF 2 Pub Date : 2026-01-14 DOI: 10.1007/s43678-025-01069-z
Andrew Yuanbo Wang, Kristine Van Aarsen, Sheena Belisle

Background: Language barriers in pediatric emergency medicine discharge instructions can impact patient safety, leading to poorer post-discharge outcomes. Google Translate has been widely used clinically as an alternative to professional translations but is prone to errors. ChatGPT-4 is a large language model that has been shown to offer improved translation abilities in various domains. This study compares ChatGPT-4 and Google Translate for translating discharge instructions into Arabic and Simplified Chinese.

Methods: 15 standardized pediatric emergency department discharge instructions from our institution were translated from English to both Simplified Chinese and Arabic, using both ChatGPT-4 and Google Translate. Eight bilingual medical professionals (four per language group) were recruited as participants and presented with the English and the translated discharge instructions in a blinded manner. Participants rated the translations on a 5-point Likert scale for accuracy, safety, and understandability, followed by their overall translation preference.

Results: In Arabic, ChatGPT-4 was found to be more accurate than Google Translate, (mean 4.1 vs. 3.7, mean difference = 0.43, 95% CI 0.15, 0.72, p = 0.003). Similarly for Simplified Chinese, ChatGPT-4 was found to be more accurate than Google Translate (mean 4.4 vs. 4.2; mean difference = 0.28, 95% CI 0.07, 0.50, p = 0.010). There were no significant differences in safety or understandability between ChatGPT-4 and Google Translate in either language. ChatGPT-4-generated translations were consistently preferred over Google Translate in both languages.

Conclusion: Overall, ChatGPT-4 is a more accurate alternative to Google Translate in translating written pediatric discharge instructions from English to Simplified Chinese and Arabic. ChatGPT-4 could be a particularly valuable translation tool in healthcare settings with limited access to translation resources such as professional interpreters.

背景:儿科急诊医学出院说明中的语言障碍会影响患者安全,导致出院后预后较差。翻译作为专业翻译的替代方法在临床上被广泛使用,但翻译容易出错。ChatGPT-4是一个大型语言模型,已被证明可以在各个领域提供改进的翻译能力。本研究比较了ChatGPT-4和谷歌Translate将出院指令翻译成阿拉伯文和简体中文。方法:采用ChatGPT-4和谷歌翻译软件,将我院15份标准化儿科急诊科出院说明书从英文翻译成简体中文和阿拉伯语。招募了8名双语医疗专业人员(每个语言组4名)作为参与者,并以盲法向他们提供了英文和翻译后的出院说明。参与者对翻译的准确性、安全性和可理解性进行了5分李克特评分,然后是他们对翻译的总体偏好。结果:在阿拉伯语中,ChatGPT-4比谷歌Translate更准确(平均值4.1 vs. 3.7,平均差值= 0.43,95% CI 0.15, 0.72, p = 0.003)。同样,对于简体中文,ChatGPT-4比谷歌Translate更准确(平均4.4 vs. 4.2;平均差异= 0.28,95% CI 0.07, 0.50, p = 0.010)。ChatGPT-4和谷歌翻译在两种语言中的安全性和可理解性均无显著差异。在两种语言中,chatgpt -4生成的翻译始终优于谷歌翻译。结论:总体而言,ChatGPT-4在将儿科出院说明书从英文翻译成简体中文和阿拉伯语方面比谷歌Translate更准确。ChatGPT-4在医疗保健环境中可能是一个特别有价值的翻译工具,因为专业口译员等翻译资源有限。
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引用次数: 0
Two- vs three-hour hs-cTnI algorithms for ruling out acute myocardial infarction using the Beckman access high-sensitivity cardiac troponin I: a systematic review. 使用Beckman通道高灵敏度心肌肌钙蛋白I排除急性心肌梗死的两小时vs三小时hs-cTnI算法:一项系统综述
IF 2 Pub Date : 2026-01-13 DOI: 10.1007/s43678-025-01085-z
Angela Mak, Yi Li Chen, Inam Khalfan, Rachel Zhao, Safia Khalfan, Michael D Hill, Andrew D McRae

Background: Patients with symptoms of acute coronary syndrome make up a significant proportion of emergency department (EDs) presentations. High-sensitivity troponin testing is a standard component of evaluating patients with suspected symptomatic coronary disease. We sought to synthesize the evidence of the accuracy of 0/2-h and 0/3-h algorithms using the Beckman Access high-sensitivity cardiac troponin I (hs-cTnI) assay.

Methods: We developed an electronic search strategy retrieving research from three electronic databases (Medline, Embase, and Wiley Cochrane Library). Relevant research studies were screened and data extracted by a team of reviewers. Study quality and risk assessment were appraised using the QUADAS-2 tool. Findings were reported according to PRISMA guidelines.

Results: Five studies met inclusion criteria. No studies directly compared the 0 h/2 h and 0 h/3 h algorithms using the Beckman Coulter Access hs-cTnI assay, and heterogeneity in study design precluded meta-analysis. Included studies variably used 2-h, 3-h, or intermediate timepoints for serial troponin measurement. All studies reported consistently high sensitivity (> 97.7%) and NPV (> 98.9%) for ruling out acute myocardial infarction, supporting the reliability of both 0/2 h and 0/3 h hs-cTnI algorithms in the ED.

Conclusions: Of the five studies included, two studies suggest that a two-hour hs-TnI algorithm can effectively rule out myocardial infarction with similar accuracy to a longer three-hour protocol. Use of a 2-h hs-cTnI algorithm may lead to operational gains compared to a 3-h serial testing algorithm.

背景:有急性冠状动脉综合征症状的患者在急诊科(EDs)的就诊中占很大比例。高灵敏度肌钙蛋白检测是评估疑似症状性冠状动脉疾病患者的标准组成部分。我们试图综合使用Beckman Access高灵敏度心肌肌钙蛋白I (hs-cTnI)测定0/2-h和0/3-h算法准确性的证据。方法:我们开发了一种电子检索策略,从三个电子数据库(Medline、Embase和Wiley Cochrane Library)检索研究。相关研究的筛选和数据提取由一组审稿人。采用QUADAS-2工具对研究质量和风险评估进行评价。根据PRISMA指南报告调查结果。结果:5项研究符合纳入标准。没有研究使用Beckman Coulter Access hs-cTnI法直接比较0 h/2 h和0 h/3 h算法,研究设计的异质性排除了meta分析。纳入的研究不同地使用2-h、3-h或中间时间点进行肌钙蛋白系列测量。所有研究均报道了排除急性心肌梗死的高灵敏度(> 97.7%)和NPV(> 98.9%),支持了edd中0/2 h和0/3 h hs-cTnI算法的可靠性。结论:在纳入的五项研究中,两项研究表明,两小时hs-TnI算法可以有效地排除心肌梗死,其准确性与更长的三小时方案相似。与3小时串行测试算法相比,使用2小时hs-cTnI算法可能会带来操作增益。
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引用次数: 0
Between algorithms and humanity: what we risk losing in the age of artificial intelligence. 算法与人性之间:我们在人工智能时代可能失去的东西。
IF 2 Pub Date : 2026-01-13 DOI: 10.1007/s43678-025-01086-y
Paul Atkinson, Julie Copeland, Julie Easley, Wendy Stewart
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引用次数: 0
Re: The U-POCUS protocol: urinalysis and point-of-care ultrasound to exclude symptomatic ureterolithiasis in emergency department patients. U-POCUS方案:对急诊科患者进行尿液分析和即时超声检查以排除症状性输尿管结石。
IF 2 Pub Date : 2026-01-12 DOI: 10.1007/s43678-025-01087-x
Paul Atkinson, David Lewis, Kavish Chandra
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引用次数: 0
Just the facts: diagnosis and management of Stevens-Johnson syndrome/toxic epidermal necrolysis. 事实:史蒂文斯-约翰逊综合征/中毒性表皮坏死松解症的诊断和治疗。
IF 2 Pub Date : 2026-01-06 DOI: 10.1007/s43678-025-01041-x
Jensen Yeung, Marlene Dytoc, Eric Mutter, Jan P Dutz
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引用次数: 0
Crystal ball gazing clinical outcomes for older patients with moderate traumatic brain injury in the emergency department. 急诊科老年中度外伤性脑损伤患者的水晶球凝视临床结果
IF 2 Pub Date : 2026-01-01 DOI: 10.1007/s43678-025-01078-y
Abel Wakai, Fiona Lecky, Pierre-Géraud Claret
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引用次数: 0
Should physicians dispense ondansetron at discharge to children treated in the emergency department for acute gastroenteritis? 医生是否应该在急诊治疗急性胃肠炎的儿童出院时使用昂丹司琼?
IF 2 Pub Date : 2026-01-01 Epub Date: 2025-11-03 DOI: 10.1007/s43678-025-01059-1
Samara Adler, Ceilidh Kinlin, Krishan Yadav
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引用次数: 0
Left without being seen: from familiar problem to escalating crisis. 不被发现的离开:从熟悉的问题到升级的危机。
IF 2 Pub Date : 2026-01-01 Epub Date: 2025-11-03 DOI: 10.1007/s43678-025-01048-4
Paul Atkinson, Eddy Lang
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引用次数: 0
Global Research Highlights. 全球研究亮点。
IF 2 Pub Date : 2026-01-01 DOI: 10.1007/s43678-025-01081-3
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引用次数: 0
Demographic and socioeconomic characteristics of Royal College emergency medicine residents across Canada: a cross-sectional study. 加拿大皇家学院急诊科住院医师的人口统计学和社会经济特征:一项横断面研究。
IF 2 Pub Date : 2026-01-01 Epub Date: 2025-11-07 DOI: 10.1007/s43678-025-01023-z
Daniel Shi, Kenneth Choi, Alissa Zhang, Gracie Li-Ting-Wai, Niresha Velmurugiah

Purpose: The cultural mosaic within Canadian emergency department patient populations remains underrepresented in the medical workforce, yet minimal data exist on emergency medicine trainee demographics. This raises questions about recruitment practices and how equity, diversity, inclusion, Indigeneity, and accessibility are being advanced. This study evaluates the current state of diversity and inclusion among Royal College emergency medicine residents to identify key areas of underrepresentation.

Methods: A national cross-sectional survey was conducted across all programs. An online Qualtrics® questionnaire, adapted from the Canadian Resident Matching Service self-identification tool, was distributed to residents (PGY 1-5) by program directors and administrators. The survey captured gender identity, sexual orientation, racialized background, teenage household income, and disability. It was translated into French by a French-speaking author. Ethics approval was granted by the University of British Columbia research ethics board. Descriptive statistics were applied and responses were compared with 2021 Canadian Census data.

Results: We received 227/418 responses (54.3%) from residents across all programs. Emergency medicine residents were significantly less likely to report teenage household income under $100,000 (36.1% vs. 59.6% in the Canadian population). Disability was reported by 10.1% of residents, compared to 27.0% nationally. Indigenous representation was slightly lower overall (4.0% vs. 5.0%), with the largest regional gap in the Prairies (2.5% vs. 10.6%). Visible minority representation was comparable nationally (27.4% vs. 26.5%) but varied geographically, with lower proportions in the Prairies and Ontario. Representation was higher among junior trainees, suggesting recent progress in admissions inclusivity.

Conclusion: This is the first national description of the demographic and socioeconomic profile of Canadian emergency medicine residents. While some national-level metrics were encouraging, significant underrepresentation was observed in income, disability, and Indigenous identity, with notable regional disparities. Establishing this baseline enables ongoing monitoring and informs equity-focused reforms in admissions and residency training. Query ID="Q3" Text="As per the instruction, other language abstracts like ……….. are required, but are not provided. Could you please provide the other language abstracts?"

目的:加拿大急诊科患者群体的文化马赛克在医疗劳动力中仍然代表性不足,但关于急诊医学培训生的人口统计数据很少。这就提出了有关招聘实践的问题,以及如何促进公平、多样性、包容性、土著性和可及性。本研究评估了英国皇家学院急诊医学住院医师的多样性和包容性现状,以确定代表性不足的关键领域。方法:对所有项目进行全国性横断面调查。一份在线qualics®问卷,改编自加拿大居民匹配服务自我识别工具,由项目主管和管理人员分发给居民(PGY 1-5)。调查包括性别认同、性取向、种族背景、青少年家庭收入和残疾。它被一位讲法语的作家翻译成了法语。伦理批准由不列颠哥伦比亚大学研究伦理委员会批准。采用描述性统计,并将调查结果与2021年加拿大人口普查数据进行比较。结果:我们从所有项目的住院医师中收到227/418份回复(54.3%)。急诊医师报告青少年家庭收入低于10万美元的可能性明显较低(36.1%对59.6%的加拿大人口)。10.1%的居民报告残疾,而全国的这一比例为27.0%。总体而言,土著代表比例略低(4.0%对5.0%),草原地区的区域差距最大(2.5%对10.6%)。少数族裔的比例在全国范围内是相当的(27.4%对26.5%),但在地域上有所不同,大草原和安大略省的比例较低。初级学员的比例更高,这表明最近在招生包容性方面取得了进展。结论:这是第一次对加拿大急诊科居民的人口和社会经济状况进行全国性描述。虽然一些国家级指标令人鼓舞,但在收入、残疾和土著身份方面的代表性明显不足,地区差异明显。建立这一基线可以进行持续监测,并为以公平为重点的招生和住院医师培训改革提供信息。查询ID="Q3“ Text=”根据指令,其他语言抽象如...........是必需的,但不提供。你能提供其他语言摘要吗?”
{"title":"Demographic and socioeconomic characteristics of Royal College emergency medicine residents across Canada: a cross-sectional study.","authors":"Daniel Shi, Kenneth Choi, Alissa Zhang, Gracie Li-Ting-Wai, Niresha Velmurugiah","doi":"10.1007/s43678-025-01023-z","DOIUrl":"10.1007/s43678-025-01023-z","url":null,"abstract":"<p><strong>Purpose: </strong>The cultural mosaic within Canadian emergency department patient populations remains underrepresented in the medical workforce, yet minimal data exist on emergency medicine trainee demographics. This raises questions about recruitment practices and how equity, diversity, inclusion, Indigeneity, and accessibility are being advanced. This study evaluates the current state of diversity and inclusion among Royal College emergency medicine residents to identify key areas of underrepresentation.</p><p><strong>Methods: </strong>A national cross-sectional survey was conducted across all programs. An online Qualtrics® questionnaire, adapted from the Canadian Resident Matching Service self-identification tool, was distributed to residents (PGY 1-5) by program directors and administrators. The survey captured gender identity, sexual orientation, racialized background, teenage household income, and disability. It was translated into French by a French-speaking author. Ethics approval was granted by the University of British Columbia research ethics board. Descriptive statistics were applied and responses were compared with 2021 Canadian Census data.</p><p><strong>Results: </strong>We received 227/418 responses (54.3%) from residents across all programs. Emergency medicine residents were significantly less likely to report teenage household income under $100,000 (36.1% vs. 59.6% in the Canadian population). Disability was reported by 10.1% of residents, compared to 27.0% nationally. Indigenous representation was slightly lower overall (4.0% vs. 5.0%), with the largest regional gap in the Prairies (2.5% vs. 10.6%). Visible minority representation was comparable nationally (27.4% vs. 26.5%) but varied geographically, with lower proportions in the Prairies and Ontario. Representation was higher among junior trainees, suggesting recent progress in admissions inclusivity.</p><p><strong>Conclusion: </strong>This is the first national description of the demographic and socioeconomic profile of Canadian emergency medicine residents. While some national-level metrics were encouraging, significant underrepresentation was observed in income, disability, and Indigenous identity, with notable regional disparities. Establishing this baseline enables ongoing monitoring and informs equity-focused reforms in admissions and residency training. Query ID=\"Q3\" Text=\"As per the instruction, other language abstracts like ……….. are required, but are not provided. Could you please provide the other language abstracts?\"</p>","PeriodicalId":93937,"journal":{"name":"CJEM","volume":" ","pages":"55-63"},"PeriodicalIF":2.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145460881","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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