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Generative Artificial Intelligence-Driven Clinical Case Simulation in Temporomandibular Disorder Education: ChatGPT Versus Real Patients. 生成人工智能驱动的颞下颌疾病教育临床病例模拟:ChatGPT与真实患者。
IF 1.6 4区 医学 Q3 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-11-12 DOI: 10.1002/jdd.70104
Paula Rodrigues-Pereira, Maria Amália Pereira Dias-Calças, Alex Moreira Mélo, Melissa de Oliveira Melchior, Lucas Gaspar Ribeiro, Antônio Pazin-Filho, Jardel Franciso Mazzi-Chaves, Laís Valencise Magri

Background: Temporomandibular disorders (TMDs) and orofacial pain (OFP) demand advanced diagnostic and clinical reasoning skills in dental education. Traditional simulations with real patients face limitations in availability and standardization. Generative artificial intelligence (GAI), such as ChatGPT-3.5, has emerged as a potential tool for clinical training.

Methods: This blinded, cross-sectional, crossover study involved 30 undergraduate dental students, each completing two simulated cases: one with ChatGPT-3.5 and one with standardized real patients. Cases were developed and validated by TMD/OFP specialists via the Delphi method and incorporated into the AI through structured prompts. Quantitative parameters (such as responses, word count, follow-up questions, reformulations, and diagnostic accuracy) and qualitative aspects (such as empathy, clarity, and relevant information) were analyzed.

Results: GAI simulations provided higher information density (231 vs.167 relevant units; p < 0.001) and clearer reasoning flow. Students interacting with real patients asked more follow-up questions (p = 0.004) and required more reformulations (p = 0.011), indicating more adaptive communication. Diagnostic accuracy did not differ significantly (p > 0.05). Relevant information correlated positively with diagnostic accuracy (r = 0.484; p = 0.007), whereas total word count correlated negatively (r = -0.386; p = 0.035).

Conclusions: ChatGPT-3.5 matched real patient simulations in diagnostic reasoning for TMD/OFP. Combining GAI's scalability and standardization with real patient variability may optimize clinical competency training.

背景:颞下颌疾病(TMDs)和口腔面部疼痛(OFP)在牙科教育中需要先进的诊断和临床推理技能。传统的真实患者模拟在可用性和标准化方面存在局限性。ChatGPT-3.5等生成式人工智能(GAI)已成为临床培训的潜在工具。方法:这项盲法、横断面、交叉研究涉及30名牙科本科学生,每人完成两个模拟病例:一个是ChatGPT-3.5,另一个是标准化的真实患者。案例由TMD/OFP专家通过德尔菲法开发和验证,并通过结构化提示整合到AI中。定量参数(如回答、字数、后续问题、重新表述和诊断准确性)和定性方面(如移情、清晰度和相关信息)进行了分析。结果:GAI模拟提供了更高的信息密度(231比167个相关单位;p 0.05)。相关信息与诊断准确性正相关(r = 0.484; p = 0.007),而总字数负相关(r = -0.386; p = 0.035)。结论:ChatGPT-3.5在TMD/OFP的诊断推理中与真实患者模拟相匹配。将GAI的可扩展性和标准化与患者的真实可变性相结合,可以优化临床能力培训。
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引用次数: 0
Research Trends in Medical and Dental Education (2015-2024) Based on Author Keywords: Commonalities, Differences, and Opportunities for Collaboration. 基于作者关键词:共性、差异与合作机会的医学与牙科教育研究趋势(2015-2024)
IF 1.6 4区 医学 Q3 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-11-06 DOI: 10.1002/jdd.70099
Yoon Min Gil

Objectives: Medical and dental education share the common goal of preparing clinically competent and socially responsible health professionals. Despite this shared goal, the two disciplines have evolved as distinct academic fields, with limited empirical comparisons between them. Understanding their commonalities and differences can foster mutual development and cross-disciplinary collaboration. This study aims to compare research priorities in medical and dental education by analyzing author keywords from representative journals in each field.

Methods: A bibliometric analysis was conducted using author keywords from two medical education journals (Advances in Health Sciences Education and BMC Medical Education) and two dental education journals (European Journal of Dental Education and Journal of Dental Education) over a 10-year period (2015-2024). Data were retrieved from the Web of Science database, including only original research articles and review articles. Frequency analysis of the top 10 author keywords was performed in 2-year intervals, and bump charts were created to visualize temporal ranking changes. In addition, co-occurrence network maps were constructed using all keywords appearing 10 or more times over the study period. Data processing and visualization were conducted using VOSviewer and Tableau software.

Results: A total of 9391 articles were analyzed, comprising 6806 articles from medical education journals and 2585 articles from dental education journals. Both fields consistently emphasized "students," "assessment," and "curriculum" as core research topics. However, medical education placed greater emphasis on "postgraduate medical education" and student mental health (e.g., empathy, resilience, and depression), whereas dental education focused more on "educational technology" and clinical skills development (e.g., simulation, virtual reality, and psychomotor skills). The keyword "covid-19" emerged prominently in both fields from 2019 to 2020 onward, reflecting the pandemic's transformative impact on education. "Interprofessional education" appeared as a shared emerging theme, suggesting growing recognition of collaborative practice needs.

Conclusion: This study identifies both foundational commonalities and discipline-specific innovations in medical and dental education research over the past decade. These findings suggest that shared interests and distinctive priorities can lead to meaningful opportunities for collaborative educational development and joint research efforts across health professions education.

目的:医学和牙科教育的共同目标是培养具有临床能力和对社会负责的卫生专业人员。尽管有这个共同的目标,但这两个学科已经发展成为不同的学术领域,它们之间的实证比较有限。了解它们的共性和差异可以促进相互发展和跨学科合作。本研究旨在通过分析医学和牙科教育领域代表性期刊的作者关键词,比较医学和牙科教育的研究重点。方法:采用2015-2024年10年间两种医学教育期刊(Advances in Health Sciences education和BMC medical education)和两种牙科教育期刊(European Journal of dental education和Journal of dental education)的作者关键词进行文献计量分析。数据从Web of Science数据库中检索,仅包括原创研究文章和综述文章。以2年为间隔对排名前10位的作者关键词进行频率分析,并创建凹凸图来可视化排名的时间变化。此外,使用在研究期间出现10次或以上的所有关键词构建共现网络地图。使用VOSviewer和Tableau软件对数据进行处理和可视化。结果:共分析文献9391篇,其中医学教育类期刊6806篇,口腔教育类期刊2585篇。这两个领域始终强调“学生”、“评估”和“课程”是核心研究课题。然而,医学教育更强调“研究生医学教育”和学生心理健康(例如,移情、恢复力和抑郁),而牙科教育更侧重于“教育技术”和临床技能发展(例如,模拟、虚拟现实和精神运动技能)。从2019年到2020年,“covid-19”这个关键词在这两个领域都出现了突出的位置,反映了疫情对教育的变革性影响。“跨专业教育”作为一个共同的新兴主题出现,表明人们越来越认识到合作实践的需求。结论:本研究确定了过去十年医学和牙科教育研究的基本共性和学科特定创新。这些发现表明,共同的兴趣和独特的优先事项可以为卫生专业教育的合作教育发展和联合研究工作带来有意义的机会。
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引用次数: 0
Changes in General and Dental-Specific Ageism Following Home-Visit Clinical Training With Older Adults: A Quasi-Experimental Pre-Post Study. 老年人家访临床培训后一般和牙科特异性年龄歧视的变化:一项准实验前后研究。
IF 1.6 4区 医学 Q3 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-11-06 DOI: 10.1002/jdd.70095
Akie Fujimoto, Maya Izumi, Yuko Imai, Nao Suzuki, Sumio Akifusa

Objectives: This study investigated whether interaction-focused clinical training with older adults reduces ageist attitudes among dental students, compared to treatment-focused training without interpersonal interaction.

Methods: A quasi-experimental, non-randomized, two-arm pre-post intervention study was conducted at two dental universities in Japan. Fifth-year undergraduate students were recruited (n = 120) and analyzed (n = 91). Students participated in either a treatment-focused (treatment group, n = 34) or interaction-focused program involving oral care and recreational activities with older adults (interaction group, n = 57). Ageist attitudes were assessed at baseline and end of intervention using Japanese version of Fraboni Scale of the Ageism (FSA-J) and the Aging Scale for Dental Students (ASDS-J); higher scores indicate greater ageism. A general linear model (GLM) was used to analyze factors related to score changes (educational intervention, adjusting for baseline score, gender, age, and cohabitation experience).

Results: Ninety-one students completed all assessments. FSA-J scores worsened significantly in the treatment group (p = 0.002, Hedges' g = 0.534), while ASDS-J scores improved significantly in the interaction group (p = 0.011, Hedges' g = - 0.313). GLM revealed no main effect of intervention alone, but significant three-way interactions with gender, age, and cohabitation experience were found for ASDS-J changes. Age was the only significant factor associated with FSA-J change. Effect sizes were small across outcomes.

Conclusions: Interaction-focused training may help reduce dental student-specific ageism. However, general ageism appear less responsive to brief interventions. With small effects observed, interaction-focused training offers a modest step toward reducing student-specific ageism; general ageism showed limited short-term change.

目的:本研究调查了以互动为重点的老年人临床培训与以治疗为重点的没有人际互动的培训相比,是否能减少牙科学生的年龄歧视态度。方法:在日本两所牙科大学进行了一项准实验、非随机、两组干预前后研究。招募五年级本科生(n = 120)并对其进行分析(n = 91)。学生们参加了以治疗为重点(治疗组,n = 34)或以互动为重点的项目,包括口腔护理和与老年人的娱乐活动(互动组,n = 57)。采用日文版Fraboni年龄歧视量表(FSA-J)和牙科学生老龄化量表(ASDS-J)在干预开始和结束时评估年龄歧视态度;分数越高表明年龄歧视越严重。采用一般线性模型(GLM)分析与评分变化相关的因素(教育干预、基线评分调整、性别、年龄和同居经历)。结果:91名学生完成了所有评估。治疗组患儿FSA-J评分明显加重(p = 0.002, Hedges' g = 0.534),而相互作用组患儿ASDS-J评分明显改善(p = 0.011, Hedges' g = - 0.313)。GLM未显示单独干预的主要作用,但性别、年龄和同居经历对ASDS-J的变化有显著的三方交互作用。年龄是唯一与FSA-J变化相关的显著因素。结果的效应量很小。结论:以互动为中心的培训有助于减少牙科学生特有的年龄歧视。然而,一般的年龄歧视似乎对简短的干预反应较弱。观察到的效果很小,以互动为中心的培训为减少学生特有的年龄歧视提供了适度的一步;普遍的年龄歧视表现出有限的短期变化。
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引用次数: 0
Mastery Exams: Giving Students a Second Opportunity to Demonstrate Understanding. 精通考试:给学生第二次展示理解的机会。
IF 1.6 4区 医学 Q3 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-11-06 DOI: 10.1002/jdd.70075
Alexandra Rasdal, Eleanor Streitwieser, Cynthia Rabuck, Faizan Alawi

 : Various stressors can affect student exam performance, and a single weak result may not reflect true understanding. To address this, a "Mastery" exam policy was introduced in the 2021-2022 academic year. If a student scores below 80% on a didactic or pre-clinical laboratory exam worth at least 10% of their final course grade, they can choose to retake the exam. The reassessment is a new exam, and may differ in format from the original. The formally recorded grade is the higher of the two scores, up to a maximum of 80%.

Method: Data from the 2021-2024 academic years were analyzed, tracking exam and course grades for all students. Original scores were retained for comparison with final grades before and after Mastery.

Results: Overall, 47.1% of the students completed at least one Mastery exam, with 83.6% improving their scores. At our institution, students are placed on academic probation after one course failure, and risk dismissal after a second failure. Improved performances on Mastery exams resulted in 85.2% of students originally at risk of at least academic probation avoiding any formal administrative action. The initiative was well-received-89.8% of surveyed students reported improved morale, well-being, and reduced exam-related stress.

Conclusion: This institution-wide initiative yielded several important academic outcomes, including fewer final course failures and fewer students at risk of academic probation or dismissal. This supports the notion that any given exam may be only a reflection of the student's ability to perform to their capabilities at the specific time the exam is administered.

:各种各样的压力因素会影响学生的考试成绩,一个薄弱的成绩可能并不能反映真正的理解。为了解决这个问题,在2021-2022学年引入了“精通”考试政策。如果学生在教学或临床前实验室考试中得分低于80%,至少占其期末课程成绩的10%,他们可以选择重新参加考试。重新评估是一种新的考试,可能与原来的考试形式有所不同。正式记录的分数是两个分数中较高者,最高可达80%。方法:对我校2021-2024学年的数据进行分析,跟踪所有学生的考试成绩和课程成绩。保留原始分数,以便与精通前后的最终分数进行比较。结果:总体而言,47.1%的学生完成了至少一次精通考试,83.6%的学生成绩提高。在我们学校,学生在一门课不及格后将被留校察看,在第二次不及格后将有被开除的危险。精通考试成绩的提高使85.2%的学生原本至少有留校观察的风险,避免了任何正式的行政处分。这一举措受到了好评——89.8%的受访学生表示,他们的士气和幸福感得到了提高,并减少了与考试相关的压力。结论:这一全学院范围内的举措产生了几个重要的学术成果,包括减少了期末考试不及格的人数,减少了学生被留校察看或开除的风险。这支持了这样一种观点,即任何给定的考试都可能只是学生在考试进行的特定时间内的能力的反映。
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引用次数: 0
A Longitudinal Spaced-Learning Approach to Support Faculty Calibration in Periodontal Diagnosis. 纵向间隔学习方法支持牙周诊断教师校准。
IF 1.6 4区 医学 Q3 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-10-29 DOI: 10.1002/jdd.70100
Clara S Kim, Karen Matsumura-Lem, Simon Hong, Tobias K Boehm
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引用次数: 0
Enhancing Incremental Composite Placement Training with 3D-Printed Enlarged Tooth Models. 用3d打印放大牙齿模型增强增量复合材料放置训练。
IF 1.6 4区 医学 Q3 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-10-29 DOI: 10.1002/jdd.70094
Yvette Alania, Fotini Anagnostopoulos-King, Joyce Huey, Marina Fileva
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引用次数: 0
A Case for Bespoke Faculty Development Programs: Thematic Analysis of a Dental Model. 定制教师发展计划的案例:牙科模型的专题分析。
IF 1.6 4区 医学 Q3 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-10-29 DOI: 10.1002/jdd.70060
Drew W Fallis, Ronald M Cervero, Steven J Durning

Purpose/objectives: This research was designed to identify themes and competency domains required for military dental educators to accomplish academic, operational, and leadership missions, support the future construction of a comprehensive developmental framework, and inform the study of other specialized non-military faculty groups.

Methods: Structured interviews were conducted of senior military dental leaders with over 300 combined years of academic and operational military experience. Inductive and deductive coding was used; a sensitizing framework based on the competency domains in the University of Michigan's (UMich) Health Professions Education degree program informed our deductive approach. This combined approach provided a mechanism for participants to confirm/modify the core domains established for multiple health professions within the UMich framework (e.g., deductive process) as well as identify additional unique competency requirements (e.g., inductive process). Thematic analysis of transcribed data was completed using the codes: Theories of Teaching and Learning, Teaching Practice, Assessment and Evaluation, Research and Scholarship, Leadership, and Additional Essential Characteristics, Factors, or Skills.

Results: Data revealed five themes: Peer-recognized qualifications, desirable personality characteristics and motivations, military context (three sub-themes), academic competency domains, and priorities or prerequisites. Within Theme 4, eleven domains were identified, five from the UMich framework and an additional six identified as essential from outside the core framework.

Conclusion: This study provides a structural framework for the competency development of military dental educators based on an amalgamation of core domains for multiple health professions and additional domains tailored to unique military workplace requirements or context. Methods and findings could inform the construction of requirements of other non-military faculty groups.

目的/目标:本研究旨在确定军事牙科教育工作者完成学术、操作和领导任务所需的主题和能力领域,支持未来全面发展框架的构建,并为其他专业非军事教师群体的研究提供信息。方法:对具有300年以上学术和军事实践经验的军队高级牙科领导进行结构化访谈。采用归纳和演绎编码;一个基于密歇根大学(UMich)健康职业教育学位课程能力领域的敏感框架为我们的演绎方法提供了依据。这种综合方法为参与者提供了一种机制,以确认/修改UMich框架内为多个卫生专业建立的核心领域(例如,演绎过程),并确定额外的独特能力要求(例如,归纳过程)。对转录数据的专题分析使用以下代码完成:教与学理论、教学实践、评估与评价、研究与奖学金、领导力和其他基本特征、因素或技能。结果:数据揭示了五个主题:同行认可的资格、理想的人格特征和动机、军事背景(三个子主题)、学术能力领域和优先事项或先决条件。在主题4中,确定了11个领域,其中5个来自UMich框架,另外6个从核心框架之外确定为必不可少的。结论:本研究为军事牙科教育者的能力发展提供了一个结构框架,该框架基于多个卫生专业的核心领域和针对独特军事工作场所要求或背景的附加领域的融合。方法和研究结果可为其他非军事教师群体需求的构建提供参考。
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引用次数: 0
Stitching the Future: Comparing Multiple Suturing Models for Training Predoctoral Dental Students. 缝合未来:多种缝合模式在培养牙科博士预科生中的比较。
IF 1.6 4区 医学 Q3 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-10-29 DOI: 10.1002/jdd.70098
Ahmet Altan, Melike Havva Nur Al, Melih Aslan, Rebecca Glanville, Kamran Ali

Purpose/objectives: The aim of this study was to evaluate the experiences of predoctoral dental students in practicing suturing skills across multiple models and to determine which model is most suitable for providing appropriate learning to consolidate these skills.

Methods: In this study, a total of 44 fifth-year predoctoral dental students attended the training-a 1-h session on suture materials, instruments, and techniques. Four distinct tissue-like materials were used: dry sponge, banana peel, silicone, and chicken breast. The students placed three simple sutures on each material, after which a questionnaire was administered to them to evaluate the suture models. Two experienced oral and maxillofacial surgeons evaluated the students' sutures on each model. The participants also reported their perceived confidence levels before and after the theoretical training and after practicing suturing on the models.

Results: The suturing experience varied significantly across tissue types, with the silicone model receiving the highest scores from students (p < 0.001). Students who practiced on models demonstrated a statistically significant increase in self-confidence in placing sutures (p < 0.001). The silicone model achieved the highest scores from the assessors.

Conclusion: Simulated dental settings provide a suitable learning environment for dental students to learn basic suturing techniques before their transition to clinical practice. The findings suggest that silicone models can be used effectively to train dental students in basic suturing skills.

目的/目的:本研究的目的是评估博士前牙科学生在多个模型中练习缝合技能的经验,并确定哪种模型最适合提供适当的学习来巩固这些技能。方法:对44名五年级的牙科博士预科生进行了1小时的缝合材料、器械和技术培训。使用了四种不同的类似组织的材料:干海绵、香蕉皮、硅胶和鸡胸肉。学生在每种材料上放置三根简单的缝合线,然后对他们进行问卷调查以评估缝合线模型。两位经验丰富的口腔颌面外科医生对每个模型的缝合进行了评估。参与者还报告了他们在理论训练前后和在模型上练习缝合后的感知信心水平。结果:不同组织类型的缝合体验差异显著,硅胶模型在学生中得分最高(p < 0.001)。在模型上练习的学生在缝合时表现出统计学上显著的自信心增加(p < 0.001)。硅胶模型获得了评审员的最高分。结论:模拟牙科环境为牙科学生在临床实习前学习基本缝合技术提供了适宜的学习环境。研究结果表明,硅胶模型可以有效地用于训练牙科学生的基本缝合技能。
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引用次数: 0
Student Perception of Academic Dentistry During an Introductory Training Pathway: Future Academic Clinician-Educators (FACE). 学生在入门培训途径中对学术牙科的感知:未来的学术临床医生-教育者(FACE)。
IF 1.6 4区 医学 Q3 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-10-29 DOI: 10.1002/jdd.70097
Sarah Rollor, Nisha Ganesh, Mary Anne S Melo
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引用次数: 0
The Effect of 3D Printed Models on the Ability of Dental Students to Locate the Second Mesiobuccal Canal in Maxillary First Molars. 3D打印模型对牙科学生上颌第一磨牙第二中颊管定位能力的影响。
IF 1.6 4区 医学 Q3 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-10-28 DOI: 10.1002/jdd.70092
Eda Gürsu Şahin, Remzi Orkun Akgün

Objectives: Endodontic treatment is one of the final options aimed at preserving a tooth before extraction. The complex root canal anatomy of maxillary first molars (MFMs), particularly the detection of the second canal located in the mesiobuccal root, presents a significant clinical challenge. This study evaluates the influence of 3D-printed MFM models on the ability of dental students to identify the second mesiobuccal (MB2) canal.

Methods: A total of 50 dental students who had completed their preclinical endodontic training were included in the study. In the first phase, standardized 3D printed models (3DPMs) were given to the students, who were then instructed to perform access cavity preparations and locate the root canals. Subsequently, a theoretical lecture on the morphology of the MB2 canal was delivered using digital 3D visualizations, supported by an enlarged 3DPM magnified fivefold. Following the theoretical training, the same procedure was repeated using new models. Participants' feedback was collected through a five-point Likert scale questionnaire.

Results: Prior to the training, only one student was able to accurately identify the MB2 canal; however, this number increased significantly following the educational intervention (p < 0.001). A total of 96% of the participants reported that the 3DPM were effective in distinguishing canal locations, and 100% indicated that the models contributed educationally to their understanding of endodontic anatomy.

Conclusion: Educational materials based on 3D printing technology enhance the effectiveness of preclinical endodontic training and improve students' ability to perceive and identify complex root canal anatomies.

目的:牙髓治疗是在拔牙前保存牙齿的最后选择之一。上颌第一磨牙(MFMs)复杂的根管解剖,特别是位于中颊根的第二根管的检测,提出了一个重大的临床挑战。本研究评估了3d打印MFM模型对牙科学生识别第二中颊管(MB2)能力的影响。方法:共50名完成临床前牙髓学训练的牙科学生纳入研究。在第一阶段,给学生提供标准化的3D打印模型(3dpm),然后指导他们进行通道腔准备和定位根管。随后,使用数字3D可视化技术,在放大5倍的3DPM的支持下,进行了关于MB2管形态的理论讲座。在理论训练之后,使用新模型重复相同的过程。参与者的反馈是通过李克特五分制问卷收集的。结果:训练前,仅有1名学员能够准确识别MB2根管;然而,这一数字在教育干预后显著增加(p < 0.001)。共有96%的参与者报告3DPM在区分根管位置方面是有效的,100%的参与者表示该模型有助于他们对根管解剖学的理解。结论:基于3D打印技术的教学材料提高了临床前根管训练的有效性,提高了学生对复杂根管解剖结构的感知和识别能力。
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引用次数: 0
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Journal of Dental Education
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