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Artificial intelligence and medicine - inevitable but not invulnerable for now. 人工智能和医学——不可避免,但目前并非无懈可击。
IF 2.2 4区 医学 Q2 SURGERY Pub Date : 2025-02-06 Print Date: 2025-01-01 DOI: 10.1503/cjs.000725
Edward J Harvey, Chad G Ball
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引用次数: 0
Lost in translation? How context shapes the implementation of Competence by Design in operative settings. 迷失在翻译中?环境如何在操作环境中塑造设计能力的实施。
IF 2.2 4区 医学 Q2 SURGERY Pub Date : 2025-02-06 Print Date: 2025-01-01 DOI: 10.1503/cjs.014623
Rachael Pack, Mary C Ott, Sayra Cristancho, Melissa Chin, Julie Ann Van Koughnett, Michael Ott

Background: Given the complexity of the transition to competency-based medical education (CBME) and the diversity of systems and learning contexts, the literature has acknowledged the need for principled yet contextual approaches to implementation. There is a need for research that examines these adaptations and their consequences, both intended and unintended.

Methods: We performed a constructivist grounded theory study to explore how the theory of CBME translated to practice in operative settings in a Canadian approach to CBME: Competence by Design (CBD).

Results: Program contexts both enabled and hindered how CBD translated into practice. The operative context was aligned with the principles of competency-focused instruction and allowed for frequent, direct observation and formative feedback. Time, personnel, and technology constraints unique to the patterns of practice in operative settings hindered programmatic assessment.

Conclusion: Adaptations to CBME that are responsive to the context of programs can support the intended conceptual learning conditions of CBME.

背景:鉴于向以能力为基础的医学教育(CBME)过渡的复杂性以及系统和学习环境的多样性,文献已经承认需要有原则但有背景的方法来实施。有必要研究这些适应及其后果,无论是有意的还是无意的。方法:我们进行了一项基于建构主义的理论研究,探讨加拿大CBME方法:设计能力(CBD)如何将CBME理论转化为手术环境中的实践。结果:项目背景既促进也阻碍了CBD如何转化为实践。行动环境符合以能力为重点的指导原则,并允许经常、直接观察和形成性反馈。时间、人员和技术限制是操作环境中实践模式所特有的,阻碍了方案评估。结论:对CBME的适应性反应可以支持CBME的预期概念学习条件。
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引用次数: 0
C-CASE 2024: Surgical Education Through Innovation: Canadian Conference for the Advancement of Surgical Education, Oct. 17-18, 2024, Toronto, Ontario. C-CASE 2024:外科教育创新:加拿大外科教育进步会议,2024年10月17-18日,安大略省多伦多。
IF 2.2 4区 医学 Q2 SURGERY Pub Date : 2025-02-06 Print Date: 2025-01-01 DOI: 10.1503/cjs.000225
Daniel Josué Guerra Ordaz, Magdalena Cordoba, Éolie Delisle, Rocío Branes, Sophie Nguyen, Waiel Abdulaziz Daghistani, Maryam Mozafarinia, Carlos Cordoba, Jessica Maher, Marisa Dorling, Kirk Haan, Danah Fahad, Alexander Moise, Gizelle Francis, Youssef Omar, Elysia Grose, Timothy Phillips, Alexandra D'Souza, Shaishav Datta, Kyle Wanzel, Retage Al Bader, Clementine Affana, Ashish Kumar, Nancy Posel, David Fleiszer, Emily Lan-Vy Nguyen, Prachikumari Patel, Ahmer Irfan, Jason Aubrey, Taylor M Coe, Hala Muaddi, Roxana Bucur, Nadia Rukavina, Chaya Shwaartz, Khaled Skaik, Wassim Elmasry, Devon Haseltine, Matthew Bilson, Mahmoud Moustafa, Amrit Das, Maryam Wagner, Carlos Gomez-Garibello, Cariane Driad, Xavier Sonesaksith-Turcotte, Émilie Sandman, Lily Trang Huynh, Prevost Jantchou, Marie-Lyne Nault, Jasmine Ng, Jaskarn Dhaliwal, Henna Salim, Ayesha Shakeel, Suffia Malik, Wiley Chung, Lucy Yang, Abdullah Al-Ani, Mohamed Bondok, Helen Chung, Patrick Gooi, Giancarlo Sticca, Joseph Petruccelli, Dominique Dorion, Gizelle Francis, Alexander Moise, Yousef Abdelkhalek Saber Omar, Kalpesh Hathi, Elysia Grose, Timothy Philips, Lalenthra Naidoo, Xin Yu Yang, Gabrielle Massé, Jean-François Tremblay, Franck Vandenbroucke-Menu, Mai-Kim Gervais, Julien Letendre, Hugues Jeanmart, Ariane Lacaille-Ranger, Farbod Niazi, Abrar Ahmed, Zeel Patel, Saman Arfaie, Crystal Ma, Retage Al Bader, Ashish Kumar, Joseph Petruccelli, Giancarlo Sticca, Gregory Mikerov, Jack Legler, Emily Steinberg, Elie Fadel, Liam Murad, Julia Biris, Charles Desgagné, Justine Colivas, Brandon Noyon, Giancarlo Sticca, Joseph Petruccelli, Adam Dubrowski, Érica Patocskai, Jason Kreutz, Donald McPhalen, Claire Temple-Oberle, Sonaina Chopra, Jasmin Dhanoa, Jason M Harley, Anita Acai, Amy Keuhl, Quang Ngo, Jonathan Sherbino, Ereny Bassilious, Elif Bilgic, Anushka Pradhan, Emily Volfson, Zackary Tsang, Megan Mak, Mojgan Hodaie, Emily Volfson, Anushka Pradhan, Megan Mak, Zackary Tsang, Mojgan Hodaie, Denesh Peramakumar, Rebecca Hisey, Elizabeth Klosa, Aden Wong, Farah Zaza, Gabor Fichtinger, Boris Zevin, Prachikumari Patel, James Lisondra, Remi Gao, Albert Fung, Chaya Shwaartz, Alicia Belaiche, Johanie Victoria Piché, Adam Hocini, Myriam Belaiche, Louise McNaughton-Filion, Constance Bouthillier, Éolie Delisle, Tomas Cordoba, Magdalena Cordoba, Carlos Cordoba, Charlotte McEwen, Iqbal Jaffer, Elif Bilgic, Faizan Amin, Jeffrey Barsuk, William McGaghie, Matthew Sibbald, Edgar Akuffo-Addo, Jaycie Dalson, Kwame Agyei, Samiha Mohsen, Safia Yusuf, Clara Juando-Prats, Jory Simpson, Gursharan Sohi, Jory Simpson, Bianca Giglio, Vanja Davidovic, Recai Yilmaz, Abdulmajeed Albeloushi, Mohamed Alhantoobi, Abicumaran Uthamacumaran, Jason Lapointe, Ahmad Alhaj, Rothaina Saeedi, Trisha Tee, Rolando Del Maestro, Victoria Tran, Brenna Swift, Dana Soroka, Monica Pearl, Andrea Simpson, Elizabeth Miazga, Megan Skakum, Giuseppe Retrosi, Rachael Allen, Tianna Mm Murray, Navah Ball, Ingrid de Vries, Natalie Wagner, Stephen Mann, Glenio B Mizubuti, Peter Szasz, Boris Zevin, Amrit Das, Khaled Skaik, Andrew Farah, Wassim Elmasry, Omar Toubar, Devon Haseltine, Matthew Bilson, Siddharth Nath, Stephanie Chan, Alyson McKenna, Roxanne Morneau-Carrier, Roxane Macret, Sandy Abdo, Florence Pelletier, Melissa Kyriakos, Erica Patocskai, Adam Dubrowski
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引用次数: 0
The integrated surgical hospital. 综合外科医院。
IF 2.2 4区 医学 Q2 SURGERY Pub Date : 2025-02-06 Print Date: 2025-01-01 DOI: 10.1503/cjs.99513-l
Vivian C McAlister
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引用次数: 0
Colorectal surgeon physical pain and conditioning: a national survey. 结直肠外科医生身体疼痛和调理:一项全国性调查。
IF 2.2 4区 医学 Q2 SURGERY Pub Date : 2025-02-06 Print Date: 2025-01-01 DOI: 10.1503/cjs.007724
Garrett Johnson, Haven Roy, Sandra Webber, Farhana Shariff, Ramzi Helewa, David Hochman, Jason Park, Eric Hyun

Background: Workplace injuries are increasingly recognized as a substantial detriment to surgeon longevity and productivity. Limited data exist on pain and injury prevalence among rectal surgeons. In this epidemiologic study, we aimed to estimate the prevalence of physical discomfort among rectal surgeons in Canada and identify potential causative factors.

Methods: We distributed a web-based survey to rectal surgeons in Canada between January and October 2022. We included colorectal surgeons, surgical oncologists, and colorectal surgery fellows associated with Canadian university hospitals.

Results: Of the 72 surgeons we contacted, 48 participated (67%). More than 98% reported experiencing physical discomfort or pain during rectal surgery, with more than half experiencing these symptoms weekly. Neck, shoulders, and back were common pain or discomfort locations, whether surgeons were performing open surgery or using a minimally invasive platform. Laparoscopic equipment, headlight, and pelvic retractor use were the most common causes. Many surgeons (54%) sought professional treatment and employed risk-reducing strategies such as intraoperative stretching (48%) or after-work strength training exercises (52%). Satisfaction with pain levels during surgery was uncommon (40%). Multivariable analysis showed advancing age (odds ratio [OR] 1.12, 95% confidence interval [CI] 1.02-1.23) and larger percentage of minimally invasive surgeries (OR 2.61, 95% CI 1.28-5.33) as significant predictors of increased discomfort. After-work exercise participation was protective in both open (OR 0.14, 95% CI 0.02-0.95) and minimally invasive surgeries (OR 0.60, 95% CI 0.37-0.98).

Conclusion: Rectal surgeons in Canada commonly experience pain and injury during surgery, underscoring the need for improved safety measures to preserve their physical health and career longevity.

背景:工作场所伤害越来越被认为是对外科医生寿命和工作效率的重大损害。关于直肠外科医生疼痛和损伤患病率的数据有限。在这项流行病学研究中,我们旨在估计加拿大直肠外科医生身体不适的患病率,并确定潜在的致病因素。方法:我们在2022年1月至10月期间向加拿大的直肠外科医生分发了一份基于网络的调查。我们包括结直肠外科医生、外科肿瘤学家和与加拿大大学医院有关的结直肠外科研究员。结果:在我们联系的72位外科医生中,48位参与了手术(67%)。超过98%的人报告在直肠手术中感到身体不适或疼痛,超过一半的人每周都会出现这些症状。无论外科医生是进行开放手术还是使用微创平台,颈部、肩部和背部都是常见的疼痛或不适部位。腹腔镜设备、前灯和骨盆牵开器的使用是最常见的原因。许多外科医生(54%)寻求专业治疗,并采取降低风险的策略,如术中拉伸(48%)或术后力量训练(52%)。手术期间对疼痛程度的满意度不高(40%)。多变量分析显示,高龄(优势比[OR] 1.12, 95%可信区间[CI] 1.02-1.23)和较大比例的微创手术(优势比[OR] 2.61, 95% CI 1.28-5.33)是不适感增加的重要预测因素。在开放性手术(OR 0.14, 95% CI 0.02-0.95)和微创手术(OR 0.60, 95% CI 0.37-0.98)中,参加下班后运动均具有保护作用。结论:加拿大直肠外科医生在手术过程中通常会遇到疼痛和损伤,强调需要改进安全措施以保护他们的身体健康和职业寿命。
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引用次数: 0
Outcomes of the Canadian Orthopaedic Surgery Medical Education Course (COSMEC): a virtual curriculum to enhance medical student learning. 加拿大矫形外科医学教育课程(COSMEC)的成果:一个增强医学生学习的虚拟课程。
IF 2.2 4区 医学 Q2 SURGERY Pub Date : 2025-02-06 Print Date: 2025-01-01 DOI: 10.1503/cjs.014723
Anser Daud, Tyler M Hauer, Kalter Hali, Noah Carr-Pries, Jesse I Wolfstadt, Peter Ferguson

Background: Studies have highlighted inadequate exposure to musculoskeletal education and orthopedic surgery in mandatory medical school curricula; thus, the Canadian Orthopaedic Surgery Medical Education Course (COSMEC) was designed to enhance medical education around orthopedic surgery and common musculoskeletal presentations encountered in primary care. We sought to explore the effectiveness of COSMEC in preparing medical students for clinical training and future practice.

Methods: Canadian and international medical students were invited to participate in COSMEC, a 12-week virtual course led by orthopedic faculty and senior residents. Teaching objectives were guided by the musculoskeletal objectives of the Medical Council of Canada Qualifying Examination and expert opinion. We administered pre- and postcourse surveys to assess outcomes related to participant knowledge, confidence, and interest in orthopedic surgery.

Results: A total of 133 medical students registered and completed COSMEC. Of these, we received 84 paired pre- and postcourse surveys. Knowledge scores improved from 7.9 (standard deviation [SD] 2.6) to 9.7 (SD 2.0) out of 14 (p < 0.001). There were significant improvements in participant-reported confidence in performing a history and physical examination, understanding the basic components of fracture management, managing bone and joint emergencies, and describing fracture radiographs (p < 0.001).

Conclusion: Overall, COSMEC enhanced knowledge and confidence in orthopedic and musculoskeletal topics and is an effective extracurricular learning resource for medical students. It can help prepare medical students for future training and practice involving orthopedic and musculoskeletal patient presentations.

背景:研究强调,在医学院校的必修课程中,肌肉骨骼教育和骨科手术的曝光不足;因此,加拿大矫形外科医学教育课程(COSMEC)旨在加强围绕矫形外科和初级保健中遇到的常见肌肉骨骼症状的医学教育。我们试图探索COSMEC在为医学生临床培训和未来实践做准备方面的有效性。方法:邀请加拿大和国际医学生参加COSMEC,这是一个由骨科教师和老年住院医师领导的为期12周的虚拟课程。教学目标以加拿大医学委员会资格考试的肌肉骨骼目标和专家意见为指导。我们进行了课前和课后调查,以评估参与者对骨科手术的知识、信心和兴趣相关的结果。结果:共有133名医学生注册并完成了COSMEC。其中,我们收到了84个配对的课前和课后调查。知识得分从7.9分(标准差[SD] 2.6)提高到9.7分(SD 2.0) (p < 0.001)。参与者在进行病史和体格检查、了解骨折处理的基本组成部分、处理骨和关节紧急情况以及描述骨折x线片方面报告的信心有显著提高(p < 0.001)。结论:总体而言,COSMEC增强了医学生对骨科和肌肉骨骼主题的认识和信心,是一种有效的课外学习资源。它可以帮助医学生为将来的培训和实践做好准备,包括骨科和肌肉骨骼病人的介绍。
{"title":"Outcomes of the Canadian Orthopaedic Surgery Medical Education Course (COSMEC): a virtual curriculum to enhance medical student learning.","authors":"Anser Daud, Tyler M Hauer, Kalter Hali, Noah Carr-Pries, Jesse I Wolfstadt, Peter Ferguson","doi":"10.1503/cjs.014723","DOIUrl":"10.1503/cjs.014723","url":null,"abstract":"<p><strong>Background: </strong>Studies have highlighted inadequate exposure to musculoskeletal education and orthopedic surgery in mandatory medical school curricula; thus, the Canadian Orthopaedic Surgery Medical Education Course (COSMEC) was designed to enhance medical education around orthopedic surgery and common musculoskeletal presentations encountered in primary care. We sought to explore the effectiveness of COSMEC in preparing medical students for clinical training and future practice.</p><p><strong>Methods: </strong>Canadian and international medical students were invited to participate in COSMEC, a 12-week virtual course led by orthopedic faculty and senior residents. Teaching objectives were guided by the musculoskeletal objectives of the Medical Council of Canada Qualifying Examination and expert opinion. We administered pre- and postcourse surveys to assess outcomes related to participant knowledge, confidence, and interest in orthopedic surgery.</p><p><strong>Results: </strong>A total of 133 medical students registered and completed COSMEC. Of these, we received 84 paired pre- and postcourse surveys. Knowledge scores improved from 7.9 (standard deviation [SD] 2.6) to 9.7 (SD 2.0) out of 14 (<i>p</i> < 0.001). There were significant improvements in participant-reported confidence in performing a history and physical examination, understanding the basic components of fracture management, managing bone and joint emergencies, and describing fracture radiographs (<i>p</i> < 0.001).</p><p><strong>Conclusion: </strong>Overall, COSMEC enhanced knowledge and confidence in orthopedic and musculoskeletal topics and is an effective extracurricular learning resource for medical students. It can help prepare medical students for future training and practice involving orthopedic and musculoskeletal patient presentations.</p>","PeriodicalId":9573,"journal":{"name":"Canadian Journal of Surgery","volume":"68 1","pages":"E55-E61"},"PeriodicalIF":2.2,"publicationDate":"2025-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11818783/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143363737","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
IA et médecine — un mariage incontournable, mais encore imparfait. 人工智能和医学——一个不可避免但仍不完美的结合。
IF 2.2 4区 医学 Q2 SURGERY Pub Date : 2025-02-06 Print Date: 2025-01-01 DOI: 10.1503/cjs.001025
Edward J Harvey, Chad G Ball
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引用次数: 0
The acceptance of robots in the orthopedic joint replacement operating room. 机器人在骨科关节置换手术室的接受情况。
IF 2.2 4区 医学 Q2 SURGERY Pub Date : 2025-01-16 Print Date: 2025-01-01 DOI: 10.1503/cjs.016523
Lauren Kelenc, Daryl Stephenson, Dianne Bryant, Brent Lanting

Background: Robotic surgery has seen substantial growth over the years and continues to show promise, with recent implementation into orthopedic surgery. There is limited literature available on patient attitudes and comfort level with robotic compared with conventional surgery. We aimed to develop an understanding of patient views on robot-assisted knee replacement to help the development of patient education materials and facilitate successful implementation.

Methods: A qualitative, descriptive methodology was used. Included participants were those who had undergone total knee replacement in the last 5 years. Participants completed an online semistructured interview assessing their past experiences and their fears and assumptions about robotic surgery. An inductive thematic analysis was completed to organize and present the major themes.

Results: Four overarching themes described the areas patients focused on: advancements in surgery, perception of robotic surgery and surgeons, reliability, and patient education materials. Major subthemes included the proven reliability of robots, safety fears, and efficacy. Some participants' fear centred around robot autonomy. Greater comfort with the use of robots would occur if patients were given information about the role of the robot before surgery.

Conclusion: Patient education materials can help alleviate fears and prevent misperceptions about robot-assisted knee replacement. Materials should include themes of surgical advancements and how surgeons interact with these advancements, level of robot autonomy, and the reliability and safety of the robot.

背景:近年来,机器人手术取得了长足的发展,并继续显示出前景,最近在骨科手术中得到了应用。与传统手术相比,机器人手术的患者态度和舒适度方面的文献有限。我们的目的是了解患者对机器人辅助膝关节置换术的看法,以帮助开发患者教育材料并促进成功实施。方法:采用定性、描述性研究方法。研究对象为在过去5年内接受过全膝关节置换术的患者。参与者完成了一项在线半结构化访谈,评估他们过去的经历,以及他们对机器人手术的恐惧和假设。通过归纳性的主题分析,对主要主题进行组织和呈现。结果:四个主要主题描述了患者关注的领域:手术的进步、机器人手术和外科医生的感知、可靠性和患者教育材料。主要的次主题包括机器人的可靠性、安全担忧和有效性。一些参与者的恐惧集中在机器人的自主性上。如果病人在手术前被告知机器人的作用,他们对机器人的使用会感到更舒服。结论:患者教育材料有助于减轻对机器人辅助膝关节置换术的恐惧,防止误解。材料应包括外科手术进展的主题,外科医生如何与这些进展互动,机器人自主水平,以及机器人的可靠性和安全性。
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引用次数: 0
Gender trends in orthopedic surgical residency programs in Canada over 20 years. 20年来加拿大骨科住院医师项目的性别趋势。
IF 2.2 4区 医学 Q2 SURGERY Pub Date : 2025-01-16 Print Date: 2025-01-01 DOI: 10.1503/cjs.012023
Abigail Frazer, Silvio Ndoja, Holly S Howe, Supriya Singh

Background: Gender disparities exist in several surgical specialties, particularly in orthopedic surgery. The purpose of this study was to determine the current trends in gender diversity among orthopedic surgical residents in Canada over the last 20 years.

Methods: We analyzed gender distribution data for orthopedic trainees from the Canadian Resident Matching Service (CaRMS) for 2013-2022 and the Canadian Post-MD Education Registry for 2000-2022 using linear and quadratic regressions.

Results: More male (4.7%) than female medical students (1.9%) applied to an orthopedics program (p < 0.001). The proportion of male applicants entering CaRMS who applied to orthopedics followed a quadratic (U-shaped) distribution over time (p = 0.01). The proportion of female applicants remained unchanged from 2013 to 2022 (p > 0.9). However, for matching results, among the applicants who applied to orthopedic surgery, there was no gender effect (men 56.1% matched, women 50.3% matched; p = 0.3). The proportion of residency spots offered to female applicants remained at around 30%, without significant changes over time (p = 0.1). The number of female orthopedic graduates increased linearly from 2000 to 2021 (p < 0.001), projected to reach gender equalization (at 50%) by 2060. Female residents experienced higher attrition in residency (3.4%) than male residents (2.1%; p = 0.05), and this gender difference is decreasing over time (p = 0.03).

Conclusion: Over 2 decades, women have shown consistently lower rates of application to orthopedic surgery programs than their male colleagues. Women who matched experienced higher attrition rates than men, although this appears to be improving over time.

背景:性别差异存在于一些外科专科,特别是在骨科。本研究的目的是确定过去20年来加拿大骨科住院医师性别多样性的当前趋势。方法:我们使用线性和二次回归分析了2013-2022年加拿大居民匹配服务(CaRMS)和2000-2022年加拿大医学博士后教育登记处骨科培训生的性别分布数据。结果:申请骨科专业的男医学生(4.7%)多于女医学生(1.9%)(p < 0.001)。进入CaRMS的男性申请者中申请骨科的比例随时间呈二次型(u型)分布(p = 0.01)。从2013年到2022年,女性申请者的比例保持不变。然而,对于匹配结果,在申请骨科的申请人中,没有性别影响(男性56.1%匹配,女性50.3%匹配;P = 0.3)。提供给女性申请者的住院医师名额比例保持在30%左右,随着时间的推移没有显著变化(p = 0.1)。从2000年到2021年,女性骨科毕业生的数量呈线性增长(p < 0.001),预计到2060年将达到性别平等(50%)。女性居民的流失率(3.4%)高于男性居民(2.1%;P = 0.05),这种性别差异随着时间的推移而减小(P = 0.03)。结论:在过去的20年里,女性在骨科手术项目中的申请比例一直低于男性同事。匹配的女性比男性经历了更高的流失率,尽管随着时间的推移,这种情况似乎正在改善。
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引用次数: 0
Perspectives surrounding robotic total hip arthroplasty: a cross-sectional analysis using natural language processing. 围绕机器人全髋关节置换术的观点:使用自然语言处理的横断面分析。
IF 2.2 4区 医学 Q2 SURGERY Pub Date : 2025-01-03 Print Date: 2025-01-01 DOI: 10.1503/cjs.010423
Jordan J Levett, Lior M Elkaim, David J Zukor, Olga L Huk, John Antoniou

Background: Robotic technology has been used in total hip arthroplasty (THA) for several years. Despite the advances in this field, perspectives surrounding robotic THA are not fully understood. This study aimed to characterize the landscape of robotic THA on social media.

Methods: The Twitter application programming interface was queried from inception to October 2022 for keywords related to THA and robotics. Posts and accounts were extracted and classified using thematic labels. Sentiment analysis was performed on the extracted tweets.

Results: After removal of duplicate posts and illegitimate accounts, a total of 742 tweets from 741 accounts were retrieved. Most posts pertained to raising awareness about robotic THA (n = 340, 45.8%), advertisements for THA robots (n = 204, 27.5%), and personal experiences (n = 138, 18.6%). Research was discussed in 7.0% (n = 52) of posts. Most accounts belonged to patients or caregivers (n = 177, 23.9%), followed by medical centres (n = 175, 23.6%), news outlets (n = 158, 21.3%), and physicians or researchers (n = 101, 13.6%). Most posts discussing personal experience were positive (n = 70, 50.7%) or neutral (n = 39, 28.2%). Presence of media (β = 3.3, 95% confidence interval [CI] 1.5 to 5.1) and tagging (β = 2.1, 95% CI 0.3 to 2.8) positively affected user engagement, whereas the presence of a link decreased tweet engagement count by 2.8 (95% CI -5.4 to -0.2).

Conclusion: Topics about robotic THA were discussed in a positive tone on Twitter (rebranded to X in 2023). Posts about raising awareness and advertisements for robotic THA were most prevalent, while research-related posts were limited. Orthopedic surgeons can leverage social media to better understand patient perspectives and glean insight from the robotic surgery industry.

Contexte: La robotique est utilisée depuis plusieurs années pour l'arthroplastie totale de la hanche (ATH). Malgré les progrès réalisés dans ce domaine, on connaît encore mal l'opinion qu'elle suscite. La présente étude visait à dresser un tableau de l'ATH robotisée telle qu'on l'aborde sur les réseaux sociaux. MÉTHODES: L'interface de programmation d'application de Twitter a été analysée depuis sa création et jusqu'à octobre 2022 à partir de mots clés reliés à l'ATH et à la robotique. Les messages et les comptes ont été extraits et classés par thèmes et une analyse des sentiments a été effectuée à partir de ces messages. RÉSULTATS: Après élimination des doublons et des faux comptes, nous avons retenu en tout 742 messages provenant de 741 comptes. La plupart visaient à faire connaître l'ATH assistée par robot (n = 340, 45,8 %), faisaient la publicité pour des robots d'ATH (n = 204, 27,5 %) et relataient des expériences personnelles (n = 138, 18,6 %). La recherche était abordée dans 7

背景:机器人技术用于全髋关节置换术(THA)已有数年时间。尽管在这一领域取得了进步,但人们对机器人全髋关节置换术的看法尚未完全了解。本研究旨在描述机器人全髋关节置换术在社交媒体上的发展状况。方法:在 Twitter 应用程序编程界面上查询了从开始到 2022 年 10 月与全髋关节置换术和机器人相关的关键词。使用主题标签对帖子和账户进行提取和分类。结果:在删除重复帖子和非法账户后,共检索到来自 741 个账户的 742 条推文。大多数帖子涉及提高人们对THA机器人的认识(340条,占45.8%)、THA机器人广告(204条,占27.5%)和个人经历(138条,占18.6%)。7.0%的帖子(n = 52)讨论了研究问题。大多数账户属于患者或护理人员(n = 177,23.9%),其次是医疗中心(n = 175,23.6%)、新闻机构(n = 158,21.3%)以及医生或研究人员(n = 101,13.6%)。大多数讨论个人经历的帖子都是正面的(n = 70,50.7%)或中性的(n = 39,28.2%)。媒体(β = 3.3,95% 置信区间 [CI] 1.5 至 5.1)和标签(β = 2.1,95% CI 0.3 至 2.8)对用户参与度有积极影响,而链接的存在则使推文参与度降低了 2.8(95% CI -5.4 至 -0.2)。关于提高机器人 THA 意识的帖子和广告最多,而与研究相关的帖子则很少。骨科医生可以利用社交媒体更好地了解患者的观点,并从机器人手术行业中获得启示。背景:机器人技术用于全髋关节置换术(THA)已有数年时间,尽管该领域取得了很大进展,但人们对其看法却知之甚少。本研究旨在通过社交网络上的讨论了解机器人全髋关节置换术的情况。方法:使用与 ATH 和机器人相关的关键词对 Twitter 应用程序编程界面从开始到 2022 年 10 月的情况进行了分析。提取信息和账户并按主题分类,然后对这些信息进行情感分析。结果:在剔除重复信息和虚假账户后,我们共保留了来自 741 个账户的 742 条信息。大部分帖子是关于机器人辅助 THR(340 条,45.8%)、THR 机器人广告(204 条,27.5%)和个人经历(138 条,18.6%)。7.0%的信息(n = 52)讨论了研究问题。这些信息主要来自患者或医护人员(n = 177,23.9%),其次是医疗中心(n = 175,23.6%)、新闻媒体(n = 158,21.3%)以及医学或科学界(n = 101,13.6%)。大多数关于个人经历的信息是正面的(n = 70,50.7%)或中性的(n = 39,28.2%)。新闻媒体(β = 3.3,95% 置信区间 [CI] 1.5 至 5.1)和标签(β = 2.1,95% 置信区间 0.3 至 2.8)的出现对用户参与度有积极影响,而链接的出现则有相反的影响,参与度降低了 2.8(95% 置信区间 -5.4 至 -0.2)。结论:围绕机器人辅助 THA 的话题在 Twitter(2023 年成为 X)上得到了积极的讨论。宣传或广告机器人辅助THA的信息最多,而有关研究的信息则很有限。矫形外科医生可以利用社交媒体更好地了解患者的观点,掌握行业的脉搏。
{"title":"Perspectives surrounding robotic total hip arthroplasty: a cross-sectional analysis using natural language processing.","authors":"Jordan J Levett, Lior M Elkaim, David J Zukor, Olga L Huk, John Antoniou","doi":"10.1503/cjs.010423","DOIUrl":"10.1503/cjs.010423","url":null,"abstract":"<p><strong>Background: </strong>Robotic technology has been used in total hip arthroplasty (THA) for several years. Despite the advances in this field, perspectives surrounding robotic THA are not fully understood. This study aimed to characterize the landscape of robotic THA on social media.</p><p><strong>Methods: </strong>The Twitter application programming interface was queried from inception to October 2022 for keywords related to THA and robotics. Posts and accounts were extracted and classified using thematic labels. Sentiment analysis was performed on the extracted tweets.</p><p><strong>Results: </strong>After removal of duplicate posts and illegitimate accounts, a total of 742 tweets from 741 accounts were retrieved. Most posts pertained to raising awareness about robotic THA (<i>n</i> = 340, 45.8%), advertisements for THA robots (<i>n</i> = 204, 27.5%), and personal experiences (<i>n</i> = 138, 18.6%). Research was discussed in 7.0% (<i>n</i> = 52) of posts. Most accounts belonged to patients or caregivers (<i>n</i> = 177, 23.9%), followed by medical centres (<i>n</i> = 175, 23.6%), news outlets (<i>n</i> = 158, 21.3%), and physicians or researchers (<i>n</i> = 101, 13.6%). Most posts discussing personal experience were positive (<i>n</i> = 70, 50.7%) or neutral (<i>n</i> = 39, 28.2%). Presence of media (β = 3.3, 95% confidence interval [CI] 1.5 to 5.1) and tagging (β = 2.1, 95% CI 0.3 to 2.8) positively affected user engagement, whereas the presence of a link decreased tweet engagement count by 2.8 (95% CI -5.4 to -0.2).</p><p><strong>Conclusion: </strong>Topics about robotic THA were discussed in a positive tone on Twitter (rebranded to X in 2023). Posts about raising awareness and advertisements for robotic THA were most prevalent, while research-related posts were limited. Orthopedic surgeons can leverage social media to better understand patient perspectives and glean insight from the robotic surgery industry.</p><p><strong>Contexte: </strong>La robotique est utilisée depuis plusieurs années pour l'arthroplastie totale de la hanche (ATH). Malgré les progrès réalisés dans ce domaine, on connaît encore mal l'opinion qu'elle suscite. La présente étude visait à dresser un tableau de l'ATH robotisée telle qu'on l'aborde sur les réseaux sociaux. MÉTHODES: L'interface de programmation d'application de Twitter a été analysée depuis sa création et jusqu'à octobre 2022 à partir de mots clés reliés à l'ATH et à la robotique. Les messages et les comptes ont été extraits et classés par thèmes et une analyse des sentiments a été effectuée à partir de ces messages. RÉSULTATS: Après élimination des doublons et des faux comptes, nous avons retenu en tout 742 messages provenant de 741 comptes. La plupart visaient à faire connaître l'ATH assistée par robot (<i>n</i> = 340, 45,8 %), faisaient la publicité pour des robots d'ATH (<i>n</i> = 204, 27,5 %) et relataient des expériences personnelles (<i>n</i> = 138, 18,6 %). La recherche était abordée dans 7","PeriodicalId":9573,"journal":{"name":"Canadian Journal of Surgery","volume":"68 1","pages":"E10-E16"},"PeriodicalIF":2.2,"publicationDate":"2025-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11684921/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142926760","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Canadian Journal of Surgery
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