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A Survey of Open Science Attitudes and Behaviors among US Pharmacy Faculty 美国药学院教师开放科学态度和行为调查
Pub Date : 2024-06-23 DOI: 10.1101/2024.06.20.24309260
Spencer E Harpe
Objectives: To describe the current attitudes, behaviors, and perceived disciplinary norms related to open science practices among full-time pharmacy faculty in the US and to examine differences in attitudes and behaviors across pharmacy disciplines.Methods: In this cross-sectional study, the Center for Open Science's Open Scholarship Survey modules on data sharing, code sharing, materials sharing, preregistration, preprints, and open access publishing were administered to a random sample of 3,200 faculty from the AACP Roster of Pharmacy Faculty as of February 2022. Individuals with at least a 0.8 full-time equivalent faculty appointment in pharmacy practice or one of the pharmaceutical sciences were eligible to participate. Results: Responses were obtained from 663 faculty (502 complete; 161 partial). The most positive attitudes were for open access publishing (overall mean [SD]: 4.1 [0.9]) with the lowest attitudes for study preregistration (3.2 [0.9]) and posting preprints (3.1 [1.1]). Statistically significant differences in attitudes across pharmacy disciplines were identified for data sharing, code sharing, and study preregistration. The most commonly reported open science practice was open access publishing (mean [SD], 27.7% [29.1%]). Study preregistration was the least common (mean [SD], 1.7% [7.0%]). After accounting for respondent and institutional characteristics, differences in open science behaviors were noted across pharmacy disciplines.Conclusion: This study provides a baseline assessment of faculty attitudes towards and engagement in open science practices among US pharmacy faculty. Given the relatively low frequency with which open science practices were reported, there is considerable room for improvement in the uptake of open science practices.
目的描述美国全职药学教师目前对开放科学实践的态度、行为和感知的学科规范,并研究不同药学学科在态度和行为上的差异:在这项横断面研究中,开放科学中心的开放学术调查模块涉及数据共享、代码共享、材料共享、预注册、预印本和开放获取出版,调查对象是从 2022 年 2 月的美国药学会药学教职员工名册中随机抽取的 3200 名教职员工。至少拥有相当于 0.8 名全职教职员工的药学实践或药剂学教师均有资格参与。结果:共收到 663 名教师的回复(502 份完整回复;161 份部分回复)。态度最积极的是开放存取出版(总体平均值 [SD]: 4.1 [0.9]),态度最低的是研究预注册(3.2 [0.9])和发布预印本(3.1 [1.1])。各药学学科对数据共享、代码共享和研究成果预注册的态度在统计学上存在明显差异。最常报告的开放科学实践是开放存取出版(平均值 [SD], 27.7% [29.1%])。最不常见的是研究预注册(平均值[标准差],1.7% [7.0%])。在考虑了受访者和机构的特征后,我们发现不同药学学科的开放科学行为存在差异:本研究对美国药学系教师对开放科学实践的态度和参与情况进行了基线评估。鉴于报告开放科学实践的频率相对较低,因此开放科学实践的采用还有很大的改进空间。
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引用次数: 0
Evaluating the Performance of ChatGPT-4o Vision Capabilities on Image-Based USMLE Step 1, Step 2, and Step 3 Examination Questions 评估 ChatGPT-4o 视觉功能在基于图像的 USMLE 第 1 步、第 2 步和第 3 步考试问题上的表现
Pub Date : 2024-06-19 DOI: 10.1101/2024.06.18.24309092
Avi A Gajjar, Harshitha Valluri, Tarun Prabhala, Amanda Custozzo, Alan S. Boulos, John C. Dalfino, Nicholas C. Field, Alexandra R. Paul
IntroductionArtificial intelligence (AI) has significant potential in medicine, especially in diagnostics and education. ChatGPT has achieved levels comparable to medical students on text-based USMLE questions, yet there's a gap in its evaluation on image-based questions. MethodsThis study evaluated ChatGPT-4's performance on image-based questions from USMLE Step 1, Step 2, and Step 3. A total of 376 questions, including 54 image-based, were tested using an image-captioning system to generate descriptions for the images. ResultsThe overall performance of ChatGPT-4 on USMLE Steps 1, 2, and 3 was evaluated using 376 questions, including 54 with images. The accuracy was 85.7% for Step 1, 92.5% for Step 2, and 86.9% for Step 3. For image-based questions, the accuracy was 70.8% for Step 1, 92.9% for Step 2, and 62.5% for Step 3. In contrast, text-based questions showed higher accuracy: 89.5% for Step 1, 92.5% for Step 2, and 90.1% for Step 3. Performance dropped significantly for difficult image-based questions in Steps 1 and 3 (p=0.0196 and p=0.0020 respectively), but not in Step 2 (p=0.9574). Despite these challenges, the AI's accuracy on image-based questions exceeded the passing rate for all three exams. ConclusionsChatGPT-4 can handle image-based USMLE questions above the passing rate, showing promise for its use in medical education and diagnostics. Further development is needed to improve its direct image processing capabilities and overall performance.
引言 人工智能(AI)在医学,尤其是诊断和教育方面具有巨大潜力。在基于文本的 USMLE 问题上,ChatGPT 已经达到了与医学生相当的水平,但在基于图像的问题上,对它的评估还存在差距。方法本研究评估了 ChatGPT-4 在 USMLE 第 1 步、第 2 步和第 3 步基于图像的问题上的表现。共测试了 376 个问题,其中包括 54 个基于图像的问题,测试时使用了图像字幕系统来生成图像描述。结果使用 376 个问题(包括 54 个带图片的问题)评估了 ChatGPT-4 在 USMLE 第一步、第二步和第三步中的总体性能。步骤 1 的准确率为 85.7%,步骤 2 为 92.5%,步骤 3 为 86.9%。对于基于图像的问题,步骤 1 的准确率为 70.8%,步骤 2 为 92.9%,步骤 3 为 62.5%。相比之下,文字类问题的准确率更高:步骤 1 为 89.5%,步骤 2 为 92.5%,步骤 3 为 90.1%。在第 1 步和第 3 步中,基于图像的难题的准确率明显下降(分别为 p=0.0196 和 p=0.0020),但在第 2 步中没有下降(p=0.9574)。尽管存在这些挑战,人工智能在图像类问题上的准确率仍然超过了所有三个考试的通过率。结论ChatGPT-4可以处理高于通过率的基于图像的USMLE问题,显示了其在医学教育和诊断中的应用前景。要提高其直接图像处理能力和整体性能,还需要进一步开发。
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引用次数: 0
Evaluation of a Novel Large Language Model (LLM) Powered Chatbot for Oral-Boards Scenarios 评估用于口试场景的新型大语言模型(LLM)聊天机器人
Pub Date : 2024-06-01 DOI: 10.1101/2024.05.31.24308044
Caitlin Silvestri, Joshua Roshal, Meghal Shah, Warren D. Widmann, Courtney Townsend, Riley Brian, Joseph C. L’Huillier, Sergio M. Navarro, Sarah Lund, Tejas S. Sathe
Introduction While previous studies have demonstrated that generative artificial intelligence (AI) can pass medical licensing exams, AI’s role as an examiner in complex, interactive assessments remains unknown. AI-powered chatbots could serve as educational tools to simulate oral examination dialogues. Here, we present initial validity evidence for an AI-powered chatbot designed for general surgery residents to prepare for the American Board of Surgery (ABS) Certifying Exam (CE).
引言 虽然之前的研究已经证明,生成式人工智能(AI)可以通过医学执照考试,但在复杂的交互式评估中,人工智能作为考官的作用仍然未知。人工智能驱动的聊天机器人可以作为模拟口试对话的教育工具。在此,我们介绍了一个人工智能驱动的聊天机器人的初步有效性证据,该聊天机器人专为普外科住院医师准备美国外科学委员会(ABS)认证考试(CE)而设计。
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引用次数: 0
More Than Words: An Integrative Review of Innovative Elicitation Techniques for Qualitative Interviews 不仅仅是语言定性访谈创新诱导技术的综合评述
Pub Date : 2024-05-29 DOI: 10.1101/2024.05.29.24308062
Renate Kahlke, Lauren A. Maggio, Mark Lee, Sayra Cristancho, Kori LaDonna, Zahra Abdallah, Aakashdeep Khehra, Kushal Kshatri, Tanya Horsley, Lara Varpio
Introduction Interviews are central to many qualitative studies in health professions education (HPE). However, researchers often rely only on oral questioning despite the existence of techniques tailored to elicit the rich data needed to address complex problems and meaningfully engage participants. Elicitation techniques are strategies – e.g. participant photography, neighbourhood walks – used to generate rich conversations, but guidance on these techniques is scattered across literatures from diverse fields. In this synthesis, we offer an overview of the elicitation techniques available and advice about how to choose between them.
导言:访谈是卫生职业教育(HPE)领域许多定性研究的核心。然而,研究人员往往只依赖于口头提问,尽管有专门的技术来获取解决复杂问题所需的丰富数据,并有意义地吸引参与者。诱导技术是用于产生丰富对话的策略,如参与者摄影、邻里走访等,但有关这些技术的指导散见于不同领域的文献中。在本综述中,我们将概述现有的诱导技术,并就如何在这些技术之间进行选择提供建议。
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引用次数: 0
International medical graduates’ experiences of clinical competency assessment in postgraduate and licensing examinations: a scoping review protocol 国际医学毕业生在研究生考试和执业资格考试中接受临床能力评估的经验:范围界定审查方案
Pub Date : 2024-05-28 DOI: 10.1101/2024.05.28.24307860
Helen Hynes, Anél Wiese, Nora McCarthy, Catherine Sweeney, Tony Foley, Deirdre Bennett
An international medical graduate (IMG) is a doctor who has received their basic medical qualification from a medical school located in a different country from that in which they practice or intend to practice. IMGs are known to face difficulties in their working lives, including differential attainment in assessment.
国际医学毕业生(IMG)是指在与其执业或打算执业的国家不同的医学院校获得基本医学资格的医生。众所周知,IMG 在工作生活中会遇到各种困难,包括在评估方面的差异。
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引用次数: 0
Using Generative AI to Simulate Patient History-Taking in a Problem-Based Learning Tutorial: A Mixed-Methods Study 在基于问题的学习教程中使用生成式人工智能模拟患者病史采集:混合方法研究
Pub Date : 2024-05-03 DOI: 10.1101/2024.05.02.24306753
Allison Mool, Jacob Schmid, Thomas Johnston, William Thomas, Emma Fenner, Kevin Lu, Raya Gandhi, Adam Western, Brendan Seabold, Kodi Smith, Zachary Patterson, Hannah Feldt, Daniel Vollmer, Roshan Nallaveettil, Anthony Fanelli, Logan Schmillen, Shelley Tischkau, Anna T. Cianciolo, Pinckney Benedict, Richard Selinfreund
Background Medical educators who implement problem-based learning (PBL) strive to balance realism and feasibility when simulating patient cases, aiming to stimulate collaborative group discussion, engage students’ clinical reasoning, motivate self-directed learning, and promote the development of actionable scientific understanding. Recent advances in generative artificial intelligence (AI) offer exciting new potential for patient simulation in PBL
背景实施基于问题的学习(PBL)的医学教育工作者在模拟病人病例时,努力在真实性和可行性之间取得平衡,旨在激发小组合作讨论,调动学生的临床推理能力,激励自主学习,并促进可操作的科学认识的发展。人工智能(AI)的最新进展为 PBL 中的病人模拟提供了令人兴奋的新潜力
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引用次数: 0
Telehealth Equity and Access Communication Skills Pilot Simulation for Practicing Clinicians 面向执业临床医生的远程医疗公平与可及性沟通技能试点模拟项目
Pub Date : 2024-04-17 DOI: 10.1101/2024.04.16.24305892
Christopher J. Nash, Susan E. Farrell, Jossie A. Carreras Tartak, Alexei Wagner, Lea C. Brandt, Emily M. Hayden
Objectives This pilot study evaluated a telehealth training simulation program for practicing clinicians, specifically focused on addressing patient issues of equity and access to healthcare via improving telehealth communication.
目标 本试点研究评估了针对执业临床医生的远程医疗培训模拟项目,特别关注通过改善远程医疗沟通来解决患者的公平性和医疗服务的可及性问题。
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引用次数: 0
North American Pharmacist Licensure Examination Absolute Failures Warrant Monitoring of Colleges and Schools of Pharmacy 北美药剂师执照考试绝对不及格需要对药学院进行监督
Pub Date : 2024-04-10 DOI: 10.1101/2024.04.09.24305491
John M. Pezzuto, Natalia Shcherbakova, Kimberly A. Pesaturo
Over the past three years, 7,978 graduates of pharmacy programs have failed the North American Pharmacist Licensure Examination (NAPLEX) on the first attempt. At present, the ACPE monitors programs with a passage rate of ≥2 standard deviations (SD) below the national mean pass rate. In 2023, this would lead to monitoring seven programs that produced 140 failures out of the total of 2,472 failures (i.e., 5.7%). In our view, this is neither equitable nor demonstrative of sufficient accountability. Analysis of failure counts among the 144 programs reported by NABP demonstrates a distribution curve highly skewed to the right. After evaluating average failure counts across all the programs, we suggest that schools with absolute failures ≥2 SD higher than the average number of failures of all programs should be flagged for monitoring. Based on the 2023 data, this corresponds to ≥35 failures/program. This threshold would flag 18 programs and 36.5% of the total failures. Of the seven programs that will be monitored based on the current Accreditation Council for Pharmacy Education criteria, only one would be captured by the ≥35 failure method of selection with the remaining six contributing only 85 total failures to the pool. Thus, if both criteria were to be applied, i.e., ≥35 failures and of ≥2 standard deviations below the national mean pass rate, a total of 24 programs would be monitored (16.6% of the 144 programs), that contribute 987 (39.9%) of the total failures.
在过去的三年中,有 7978 名药学专业的毕业生在北美药剂师执照考试 (NAPLEX) 初试中未能通过。目前,ACPE 对通过率低于全国平均通过率≥2 个标准差 (SD) 的项目进行监控。2023 年,这将导致对 7 个项目进行监控,而在总共 2472 个未通过项目中,有 140 个未通过(即 5.7%)。我们认为,这既不公平,也不能充分体现问责制。对 NABP 报告的 144 个计划中的失败次数进行分析后发现,其分布曲线高度向右倾斜。在对所有计划的平均失败次数进行评估后,我们建议,如果学校的绝对失败次数比所有计划的平均失败次数高出≥2 SD,则应将其标记为监测对象。根据 2023 年的数据,这相当于每项计划的不及格人数≥35 人。这一阈值将标记 18 个计划,占故障总数的 36.5%。在根据现行药学教育认证委员会标准进行监测的 7 个项目中,只有 1 个项目会被≥35 个不及格项目的选择方法所捕获,其余 6 个项目的不及格项目总数仅为 85 个。因此,如果同时采用这两种标准,即不及格人数≥35 人,且不及格率低于全国平均及格率≥2 个标准差,则共有 24 个项目将受到监测(占 144 个项目的 16.6%),其不及格人数占总数的 987 人(39.9%)。
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引用次数: 0
An exploratory study on becoming a traditional spiritual healer among Baganda in Central Uganda 关于乌干达中部巴干达人成为传统精神治疗师的探索性研究
Pub Date : 2024-04-03 DOI: 10.1101/2024.04.02.23297238
Yahaya H. K. Sekagya, Charles Muchunguzi, Payyappallimana Unnikrishnan, Edgar M. Mulogo
Traditional medicinal knowledge and healing practices of indigenous spiritual healers play important roles in health care, and contribute towards achieving Universal Health Care. Traditional spiritual healers (TSHs) are grouped into three categories. One category of Baganda TSHs, Balubaale, engage ancestral spirits during health management. Balubaale are socially significant but not legally accepted. Their initiation and training practices have not been documented in Uganda. The study purpose was to understand and establish the training of traditional spiritual healers. Twelve (10M, 2F); practicing TSHs in Central Uganda were purposively selected and recruited between 15th July 2019 and 29th April 2020, and were prospectively interacted with for 24 months. Transcribed data was coded and thematically analyzed using ATLAS ti. 22 computer software and presented based on an inductive approach. Findings show key areas of TSHs training include connecting with ancestral spirits and the spiritual powers of non-materials and materials such as living and non-living things through rituals. Spiritual healers train in diagnosis and health management based on ancestral spirits and they finally pass out in a communal ceremony witnessed by family and community members. We conclude that TSHs undergo training and are supervised and supported by experienced spiritualists, family and the community. We recommend similar studies among other ethnic groups to contextualize the process of becoming a TSH, compare and harmonize findings to facilitate inter-medical systems communication and policy considerations.
传统医药知识和土著精神治疗师的治疗方法在医疗保健中发挥着重要作用,并有助于实现全民医疗保健。传统精神治疗师(TSHs)分为三类。其中一类巴干达传统精神治疗师(Balubaale)在健康管理过程中与祖先的灵魂接触。Balubaale 具有重要的社会意义,但在法律上不被接受。他们的入门和培训做法在乌干达还没有记录。这项研究的目的是了解和确定传统精神治疗师的培训情况。在 2019 年 7 月 15 日至 2020 年 4 月 29 日期间,有目的性地挑选并招募了 12 名(10 名男性,2 名女性)在乌干达中部地区执业的传统精神治疗师,并与他们进行了为期 24 个月的前瞻性互动。使用 ATLAS ti.22 计算机软件进行了编码和主题分析,并以归纳法为基础进行了阐述。研究结果表明,灵疗师培训的主要领域包括通过仪式与祖先的灵魂以及非物质和材料(如生物和非生物)的精神力量建立联系。精神治疗师接受基于祖灵的诊断和健康管理培训,最后在家人和社区成员的见证下,在集体仪式中出师。我们的结论是,祖灵治疗师需要接受培训,并得到经验丰富的灵疗师、家人和社区的监督和支持。我们建议在其他族裔群体中开展类似研究,以了解成为临时住家医生的过程,比较和协调研究结果,促进医疗系统间的沟通和政策考虑。
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引用次数: 0
A preliminary study to evaluate the exposure of human fetus to heavy metals in the umbilical cord blood in Syria 评估叙利亚胎儿脐带血重金属暴露的初步研究
Pub Date : 2024-03-19 DOI: 10.1101/2024.03.17.24304428
maryana kabbaa, Ekbal Fadel, Flora Mayhoub
AbstractThe environmental situation in Syria needs a comprehensive assessment, especially in light of the conditions it has been experiencing for thirteen years, which have exacerbated pollution with heavy metals (HM) in various regions, including the coastal one.This preliminary and first survey in Syria aims to evaluate the exposure of human fetus in the population to HM by measuring the toxic metals spread in the coastal environment in the umbilical cord blood (UCB), which are lead (Pb), mercury (Hg), cadmium (Cd), arsenic (As), chromium (Cr) and nickel (Ni).The study was conducted between May 2022 and April 2023 among healthy newborns of the National Maternity Hospital in the Mediterranean coastal city of Tartous. This study adopted the official method of the American Association for Analytical Chemistry (AOAC, 2002) in collecting, preserving and processing UCB samples, and the heavy metals were measured using an Atomic Absorption Spectrometer. The statistical study was carried out using SPSS Statistics 23.0 (Statistical Package for Social Sciences).The lower and upper limits for the concentrations of the studied elements in UCB range between: Pb (6.18-17.60µg/L), Hg (1.05-7.62µg/L), Cd (0.01-0.67µg/L), As (0.30-5.70µg/L), Cr (0.02-0.43µg/L), Ni (0.01-0.94µg/L).The concentrations of all HM measured in UCB are below the recommended international reference limits. This paper represents the first step in studying the assessment of fetal exposure to HM in our region. The current and future studies aim to expand the study area to include all of Syria, in addition to linking laboratory levels of HM with various sources of exposure and pregnancy outcomes observed at birth.
摘要 叙利亚的环境状况需要进行全面评估,特别是考虑到叙利亚十三年来所经历的情况,这些情况加剧了包括沿海地区在内的各个地区的重金属(HM)污染。这项初步调查是叙利亚的首次调查,旨在通过测量脐带血(UCB)中散布于沿海环境中的有毒金属(铅(Pb)、汞(Hg)、镉(Cd)、砷(As)、铬(Cr)和镍(Ni)),评估人口中人类胎儿受 HM 影响的情况。该研究采用美国分析化学协会(AOAC,2002 年)的官方方法收集、保存和处理 UCB 样品,并使用原子吸收光谱仪测量重金属含量。使用 SPSS 统计软件包 23.0(社会科学统计软件包)进行了统计研究:枸橼酸中所有有害物质的浓度均低于建议的国际参考限值。本文是研究评估本地区胎儿暴露于 HM 的第一步。目前和未来的研究旨在扩大研究范围,将叙利亚全境包括在内,并将实验室中的 HM 水平与各种接触来源和出生时观察到的妊娠结果联系起来。
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引用次数: 0
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medRxiv - Medical Education
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