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European Pharmaceutical Industry Medical Information: A Role to Play in the Provision of Medicine-Related Information to Patients. 欧洲制药业医疗信息:在向患者提供药品相关信息方面发挥作用。
IF 3.1 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-11-13 DOI: 10.1007/s40290-024-00534-x
Ana Barrias, Esther Di Lauro, Sarah Dunnett, Franziska Flick, Patricia Smerdka, Fiona Wardle, Jill Voss

European pharmaceutical companies have a professional and legal obligation to provide objective, factual and non-promotional medicine-related information to both healthcare professionals (HCPs) and patients on request and have established Medical Information services to fulfil this need. Also, medicines are supplied with a package leaflet for patients and/or users-this usually includes the contact details for the company's Medical Information service. There is a large scale of patient enquiry interactions across the European region. A survey conducted in 2021 by the Medical Information Leaders in Europe (MILE) association revealed that 21% of all enquiries managed by Medical Information services in 2020 were from non-HCPs. Eighteen companies collectively managed over 140,000 non-HCP enquiries-while supporting so many patients, this is also a potentially rich source of insights to real-life patient experiences. When interacting with patients, companies are cautious not to interfere with the relationship between the patient and their HCP. This can limit the information provided, with many being referred to their busy treating physicians. Unfortunately, this approach can fall short of patients' expectations or needs. MILE recognises the potential to be more helpful and companies are keen to evolve to deliver more patient-centric support. MILE member companies have collaborated in the collation and publication of best-practice principles for handling unsolicited requests for medicine-related information from patients, caregivers and members of the general public (MOPs). This will help improve accessibility to quality information support, harmonise the patients' experience and build confidence in the pharmaceutical industry services. MILE continues to invite stakeholders, including patient associations, HCPs, pharmaceutical companies, regulators and national industry associations to engage and help advance these core principles for handling patient enquiries. This publication does not constitute legal advice; decision making and accountability remains with each pharmaceutical company.

欧洲制药公司有专业和法律义务应要求向医疗保健专业人员(HCP)和患者提供客观、真实和非宣传性的药品相关信息,并建立了医疗信息服务机构来满足这一需求。此外,药品在供应时都会为患者和/或使用者提供一份包装宣传单,其中通常包括公司医疗信息服务的详细联系方式。在整个欧洲地区,患者咨询互动的规模很大。欧洲医疗信息领导者协会(MILE)在 2021 年进行的一项调查显示,2020 年医疗信息服务管理的所有查询中有 21% 来自非保健医生。18 家公司共处理了超过 14 万次非医疗保健人员的咨询--在为如此众多的患者提供支持的同时,这也是了解患者真实体验的潜在丰富来源。在与患者互动时,公司会小心谨慎,避免干扰患者与其保健医生之间的关系。这可能会限制所提供的信息,许多患者会被转介给他们繁忙的主治医生。不幸的是,这种方法可能无法满足患者的期望或需求。MILE 认识到了提供更多帮助的潜力,各公司都热衷于发展以患者为中心的支持服务。MILE 成员公司合作整理并发布了最佳实践原则,用于处理患者、护理人员和公众(MOPs)主动提出的医药相关信息请求。这将有助于提高优质信息支持的可及性,协调患者的体验,并建立对制药行业服务的信心。MILE 继续邀请利益相关者,包括患者协会、HCP、制药公司、监管机构和国家行业协会参与进来,帮助推进这些处理患者咨询的核心原则。本出版物不构成法律建议;决策和责任仍由各制药公司承担。
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引用次数: 0
Addressing Challenges in Antibiotic Access: Barriers, Implications and Strategies for Solution. 应对抗生素获取方面的挑战:障碍、影响和解决策略。
IF 3.1 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-10-19 DOI: 10.1007/s40290-024-00538-7
Ritika Kondel Bhandari, Avaneesh Kumar Pandey, Samir Malhotra, Ashish Kumar Kakkar, Sanjeev Singh, Jennifer Cohn, Alison Holmes, Esmita Charani, Nusrat Shafiq

Antimicrobial resistance (AMR) poses a significant threat to global public health, disproportionately affecting low- and middle-income countries (LMICs). While excessive antibiotic use is often discussed, the issue of access to antibiotics demands attention. This viewpoint explores the multidimensional nature of the issue of access to antibiotics. We have examined the issue through the lens of social, economic, healthcare structures, manufacturing and supply chain, policy and practices. Inter-relatedness of these issues has also been explored. The review further discusses potential solutions involving but not limited to increased awareness, improvement in healthcare infrastructure, models for sustained manufacturing and supply chains. Additionally, enhancing antimicrobial stewardship at hospital and community levels, empowering healthcare professionals, and emphasizing infection prevention are crucial. Global initiatives that aim to address access challenges, emphasizing collaboration and innovation are important to foster for a sustained response to the issue of antibiotic access.

抗菌药耐药性(AMR)对全球公共卫生构成重大威胁,对中低收入国家(LMICs)的影响尤为严重。虽然人们经常讨论过度使用抗生素的问题,但获得抗生素的问题也需要关注。这一观点探讨了抗生素获取问题的多面性。我们从社会、经济、医疗保健结构、生产和供应链、政策和实践等角度对这一问题进行了研究。我们还探讨了这些问题之间的相互关联性。审查进一步讨论了潜在的解决方案,包括但不限于提高认识、改善医疗保健基础设施、持续生产和供应链模式。此外,在医院和社区层面加强抗菌药物管理、增强医疗保健专业人员的能力以及强调感染预防也至关重要。旨在应对抗生素获取挑战、强调合作与创新的全球倡议对于促进持续应对抗生素获取问题非常重要。
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引用次数: 0
Transdermal Drug Delivery Systems: Different Generations and Dermatokinetic Assessment of Drug Concentration in Skin. 透皮给药系统:不同时代和皮肤药物浓度的皮肤动力学评估。
IF 3.1 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-10-14 DOI: 10.1007/s40290-024-00537-8
Rahul Kushwaha, Narahari N Palei

Transdermal drug delivery systems (TDDS) are a highly appealing and innovative method of administering drugs through the skin, as it enables the drugs to achieve systemic effects. A TDDS offers patient convenience, avoids first-pass hepatic metabolism, enables local targeting, and reduces the toxic effect of drug. This review details several generations of TDDS and the advancements made in their development to address the constraints associated with skin delivery systems. Transdermal delivery methods of the first generation have been consistently growing in their clinical application for administering small, lipophilic, low-dose drugs. Second-generation TDDS, utilizing chemical enhancers and iontophoresis, have led to the development of clinical products. Third-generation delivery systems employ microneedles, thermal ablation, and electroporation to specifically target the stratum corneum, which is the skin's barrier layer. Dermatokinetics is the study of the movement of drugs and formulations applied to the skin over a period of time. It provides important information regarding the rate and extent to which drugs penetrate skin layers. Several dermatokinetic techniques, including tape stripping, microdialysis, and laser scanning microscopy, have been used to study the intricate barrier properties and clearance mechanisms of the skin. This understanding is essential for developing and improving effective TDDS.

透皮给药系统(TDDS)是一种极具吸引力的创新型皮肤给药方法,因为它能使药物产生全身效应。透皮给药系统为患者提供了方便,避免了肝脏的首过代谢,实现了局部靶向,并降低了药物的毒性作用。本综述详细介绍了几代经皮给药系统及其在开发过程中取得的进展,以解决与皮肤给药系统相关的制约因素。第一代透皮给药方法在给药小分子、亲脂性、低剂量药物方面的临床应用持续增长。第二代透皮给药系统利用化学增强剂和离子渗透技术,已开发出临床产品。第三代给药系统采用微针、热消融和电穿孔技术,专门针对皮肤屏障层--角质层。皮肤代谢动力学是对涂抹在皮肤上的药物和制剂在一段时间内的运动情况的研究。它提供了有关药物渗透皮肤层的速度和程度的重要信息。包括胶带剥离、微透析和激光扫描显微镜在内的多种皮肤动力学技术已被用于研究皮肤复杂的屏障特性和清除机制。这种了解对于开发和改进有效的 TDDS 至关重要。
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引用次数: 0
The Pharmaceutical Year that was, 2024. 2024 制药年。
IF 3.1 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-10-12 DOI: 10.1007/s40290-024-00540-z
Anthony W Fox
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引用次数: 0
Cultivating Excellence: Future-Proofing Medical Affairs with Tailored Talent Programs. 培养卓越人才:通过量身定制的人才计划为医疗事务的未来保驾护航。
IF 3.1 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-09-01 Epub Date: 2024-08-01 DOI: 10.1007/s40290-024-00532-z
Florian Reis, Neda Rajaeean, Reyhan Rose Divarci, Veit Sollacher, Elke Dworatzek, Daniela Fliegner, Hagen Krüger, Christian Lenz, Clara Craesmeyer

In today's rapidly growing healthcare landscape, the role of Medical Affairs within pharmaceutical companies has transitioned from a traditional support function into a strategic one. Amidst acute challenges such as evolving globalization, digitization, and healthcare trends, effective talent development and professional standards in Medical Affairs emerge as a pivotal cornerstone to future-proof pharmaceutical companies. This article explores strategies, perspectives, and best practices for enhancing talent development with medical or natural sciences background in the field of Medical Affairs. From the historical development of Medical Affairs, we cover current challenges and provide a comprehensive approach to talent development strategies of next-generation talents in Medical Affairs. Drawing upon current literature and personal experiences, we discuss various aspects relevant for designing targeted training programs, fostering interdisciplinary collaboration, and enhancing both technical and soft skills essential for success in Medical Affairs roles. Furthermore, we highlight the significance of company-internal rotational programs in exposing talents to different facets of Medical Affairs. We advocate for a flexible and individualized approach to talent development, allowing next-generation talents to pursue personal interests and contribute to innovative projects. Overall, this article offers practical recommendations for pharmaceutical companies aiming to optimize their local talent development initiatives in Medical Affairs and align them with the evolving needs of the healthcare landscape.

在当今快速发展的医疗保健领域,医疗事务部在制药公司中的角色已从传统的支持职能转变为战略职能。在不断演变的全球化、数字化和医疗保健趋势等严峻挑战中,医疗事务部的有效人才培养和专业标准成为制药公司面向未来的重要基石。本文探讨了在医疗事务领域加强具有医学或自然科学背景的人才培养的策略、观点和最佳实践。我们从医疗事务的历史发展出发,阐述了当前面临的挑战,并为医疗事务领域下一代人才的发展战略提供了全面的方法。我们借鉴当前的文献和个人经验,讨论了与设计有针对性的培训计划、促进跨学科合作以及提高成功胜任医疗事务职位所必需的技术和软技能相关的各个方面。此外,我们还强调了公司内部轮岗计划在让人才接触医疗事务不同方面的重要性。我们主张采取灵活、个性化的人才培养方式,让下一代人才追求个人兴趣,为创新项目做出贡献。总之,本文为制药公司提供了切实可行的建议,帮助他们优化医疗事务方面的本地人才培养计划,并使其符合医疗保健领域不断变化的需求。
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引用次数: 0
P.O.L.A.R. Star: A New Framework Developed and Applied by One Mid-Sized Pharmaceutical Company to Drive Digital Transformation in R&D. P.O.L.A.R. Star:一家中型制药公司为推动研发数字化转型而开发和应用的新框架。
IF 3.1 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-09-01 Epub Date: 2024-08-09 DOI: 10.1007/s40290-024-00533-y
Riccardo Mariani, Maria Carmela De Vuono, Elena Businaro, Silvia Ivaldi, Tina Dell'Armi, Michele Gallo, Diego Ardigò

Digital transformation has become a cornerstone of innovation in pharmaceutical research and development (R&D). Pharmaceutical companies now have an imperative to embrace transformation, including mid-sized and small-sized companies despite resource limitations that do not allow economies of scale compared with larger organizations. This article describes the journey undertaken by Chiesi to develop an efficient framework to drive digital transformation along its R&D value chain with the objective of building and refreshing a clear roadmap and relevant priorities, together with identifying and enabling new digital capabilities and skills within R&D, defining tools and processes that will guide Chiesi activities in the space up to mid-long term. This work has led so far to five main achievements, which align with the steps in the framework: a strategically aligned roadmap with key focus areas for digital transformation and a dedicated team to lead the effort; a common language for data across the R&D value chain; an internal mindset that's open to innovation and participation in key external networks and consortia; a set of quick-win use cases for the new framework; and a defined set of Key Performance Indicators (KPIs) and monitoring tools for digital transformation. The work presented here demonstrates that R&D digital transformation should represent an ongoing process to enable cross-functional collaboration and integration within complex corporate environments that face an ever-growing volume of diverse data, to efficiently support business needs, and to ensure a positive impact on patient care.

数字化转型已成为医药研发(R&D)创新的基石。现在,制药公司,包括中小型公司,都必须接受转型,尽管资源有限,无法实现与大型企业相比的规模经济。本文介绍了杰西公司(Chiesi)在研发价值链上开发高效框架以推动数字化转型的历程,其目标是建立和更新清晰的路线图和相关优先事项,同时在研发部门内识别和启用新的数字化能力和技能,定义指导杰西公司中长期活动的工具和流程。迄今为止,这项工作已取得了五项主要成果,与框架中的步骤相吻合:战略调整路线图,包括数字化转型的关键重点领域,以及领导这项工作的专门团队;整个研发价值链的数据通用语言;对创新和参与重要外部网络和联盟持开放态度的内部心态;新框架的一套速赢用例;以及一套明确的数字化转型关键绩效指标(KPI)和监控工具。本文介绍的工作表明,研发数字化转型应是一个持续的过程,以便在面临日益增长的各种数据的复杂企业环境中实现跨职能协作和整合,有效支持业务需求,并确保对患者护理产生积极影响。
{"title":"P.O.L.A.R. Star: A New Framework Developed and Applied by One Mid-Sized Pharmaceutical Company to Drive Digital Transformation in R&D.","authors":"Riccardo Mariani, Maria Carmela De Vuono, Elena Businaro, Silvia Ivaldi, Tina Dell'Armi, Michele Gallo, Diego Ardigò","doi":"10.1007/s40290-024-00533-y","DOIUrl":"10.1007/s40290-024-00533-y","url":null,"abstract":"<p><p>Digital transformation has become a cornerstone of innovation in pharmaceutical research and development (R&D). Pharmaceutical companies now have an imperative to embrace transformation, including mid-sized and small-sized companies despite resource limitations that do not allow economies of scale compared with larger organizations. This article describes the journey undertaken by Chiesi to develop an efficient framework to drive digital transformation along its R&D value chain with the objective of building and refreshing a clear roadmap and relevant priorities, together with identifying and enabling new digital capabilities and skills within R&D, defining tools and processes that will guide Chiesi activities in the space up to mid-long term. This work has led so far to five main achievements, which align with the steps in the framework: a strategically aligned roadmap with key focus areas for digital transformation and a dedicated team to lead the effort; a common language for data across the R&D value chain; an internal mindset that's open to innovation and participation in key external networks and consortia; a set of quick-win use cases for the new framework; and a defined set of Key Performance Indicators (KPIs) and monitoring tools for digital transformation. The work presented here demonstrates that R&D digital transformation should represent an ongoing process to enable cross-functional collaboration and integration within complex corporate environments that face an ever-growing volume of diverse data, to efficiently support business needs, and to ensure a positive impact on patient care.</p>","PeriodicalId":19778,"journal":{"name":"Pharmaceutical Medicine","volume":" ","pages":"343-353"},"PeriodicalIF":3.1,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11473631/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141907341","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluation of the Effectiveness of Additional Risk Minimization Measures for Ixazomib Citrate for Relapsed/Refractory Multiple Myeloma in Japan: A Web-Based Survey Among Pharmacists. 日本对枸橼酸伊沙佐米治疗复发性/难治性多发性骨髓瘤的额外风险最小化措施的效果评估:药剂师网络调查。
IF 3.1 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-09-01 Epub Date: 2024-08-21 DOI: 10.1007/s40290-024-00535-w
Yoshiko Maeda, Akihito Abe, Seigo Seki, Nobuhiro Narii, Yasuhiro Katsura, Yukiko Muramatsu, Motonobu Sakaguchi

Background: Ixazomib citrate (IXA) in combination with lenalidomide and dexamethasone (IRD therapy) has been approved for the treatment of relapsed or refractory multiple myeloma. In Japan, as these three drugs have different dosing schedules, dosing instructions for patients have been prepared and distributed to patients via healthcare professionals to promote an understanding of the appropriate dosing regimen, as an additional risk minimization measure (aRMM).

Objectives: This survey aimed to investigate whether the aRMM material is being utilized for the adequate use of IXA.

Methods: A web-based questionnaire survey was conducted among in-hospital pharmacists in Japan who instructed patients on IXA dosing for IRD therapy. The primary endpoint was the proportion of pharmacists who provided patients with the contents of the aRMM material (i.e., how to take IXA). The secondary endpoints were the proportion of pharmacists who had obtained the aRMM material and the proportion of pharmacists who understood the importance of explaining how to take IXA to patients.

Results: Of the 330 pharmacists who completed the questionnaire, 93.0% answered that they had explained how to take IXA to patients. Of those who answered that they had explained how to take IXA, 33.2% responded that they had experience in using the aRMM material. In addition, 37.6% of the pharmacists answered that they had obtained the aRMM material. Moreover, 95.8% stated that they knew how to take IXA, and 90.3, 9.1, 0.3, and 0.3% of pharmacists answered that the importance of explaining how to take IXA was "very important," "probably important," "less important" and "not important," respectively.

Conclusions: How to take IXA was explained to patients by pharmacists and the aRMM material was utilized at the time of the explanation, indicating that the aRMM material contributes to the promotion of the appropriate use of IXA.

背景:枸橼酸伊沙佐米(IXA)联合来那度胺和地塞米松(IRD疗法)已被批准用于治疗复发性或难治性多发性骨髓瘤。在日本,由于这三种药物有不同的给药方案,因此作为一项额外的风险最小化措施(aRMM),我们为患者准备了给药说明书,并通过医护人员分发给患者,以促进他们了解适当的给药方案:本调查旨在了解患者是否利用 aRMM 材料来充分使用 IXA:方法:对日本医院内指导患者使用IXA进行IRD治疗的药剂师进行了网络问卷调查。主要终点是向患者提供 aRMM 材料内容(即如何服用 IXA)的药剂师比例。次要终点是获得 aRMM 材料的药剂师比例,以及了解向患者解释如何服用 IXA 的重要性的药剂师比例:在完成问卷调查的 330 名药剂师中,93.0% 的药剂师回答曾向患者解释过如何服用 IXA。在回答曾向患者解释如何服用 IXA 的药剂师中,有 33.2% 回答他们有使用 aRMM 材料的经验。此外,37.6%的药剂师回答说他们获得了 aRMM 资料。此外,95.8% 的药剂师表示他们知道如何服用 IXA,90.3%、9.1%、0.3% 和 0.3%的药剂师回答解释如何服用 IXA 的重要性分别为 "非常重要"、"可能重要"、"不太重要 "和 "不重要":结论:药剂师向患者解释了如何服用 IXA,并在解释时使用了 aRMM 资料,这表明 aRMM 资料有助于促进 IXA 的合理使用。
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引用次数: 0
Artificial Intelligence in Medical Affairs: A New Paradigm with Novel Opportunities. 医疗事务中的人工智能:新范例,新机遇。
IF 3.1 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-09-01 Epub Date: 2024-09-11 DOI: 10.1007/s40290-024-00536-9
Emma Fröling, Neda Rajaeean, Klara Sonnie Hinrichsmeyer, Dina Domrös-Zoungrana, Johannes Nico Urban, Christian Lenz

The advent of artificial intelligence (AI) revolutionizes the ways of working in many areas of business and life science. In Medical Affairs (MA) departments of the pharmaceutical industry AI holds great potential for positively influencing the medical mission of identifying and addressing unmet medical needs and care gaps, and fostering solutions that improve the egalitarian and unbiased access of patients to treatments worldwide. Given the essential position of MA in corporate interactions with various healthcare stakeholders, AI offers broad possibilities to support strategic decision-making and to pioneer novel approaches in medical stakeholder interactions. By analyzing data derived from the healthcare environment and by streamlining operations in medical content generation, AI advances data-based prioritization and strategy execution. In this review, we discuss promising AI-based solutions in MA that support the effective use of heterogenous information from observations of the healthcare environment, the enhancement of medical education, and the analysis of real-world data. For a successful implementation of such solutions, specific considerations partly unique to healthcare must be taken care of, for example, transparency, data privacy, healthcare regulations, and in predictive applications, explainability.

人工智能(AI)的出现彻底改变了许多商业和生命科学领域的工作方式。在制药业的医疗事务(MA)部门,人工智能具有巨大的潜力,可以对医疗任务产生积极影响,即发现和解决未满足的医疗需求和医疗差距,并促进解决方案的制定,以改善全球患者获得治疗的平等性和公正性。鉴于医疗保险在企业与各种医疗利益相关者的互动中占据重要地位,人工智能为支持战略决策和开拓医疗利益相关者互动的新方法提供了广泛的可能性。通过分析来自医疗环境的数据和简化医疗内容生成的操作,人工智能推动了基于数据的优先排序和战略执行。在这篇综述中,我们将讨论在医疗保健领域大有可为的基于人工智能的解决方案,这些解决方案可支持有效利用从医疗保健环境观察中获得的异质信息、加强医学教育以及分析真实世界的数据。要成功实施这些解决方案,必须考虑到医疗保健领域的部分特殊因素,例如透明度、数据隐私、医疗保健法规,以及预测性应用中的可解释性。
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引用次数: 0
Automated Mass Extraction of Over 680,000 PICOs from Clinical Study Abstracts Using Generative AI: A Proof-of-Concept Study. 使用生成式人工智能从临床研究摘要中大量自动提取 68 万多条 PICO:概念验证研究。
IF 3.1 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-09-01 Epub Date: 2024-09-26 DOI: 10.1007/s40290-024-00539-6
Tim Reason, Julia Langham, Andy Gimblett

Background: Generative artificial intelligence (GenAI) shows promise in automating key tasks involved in conducting systematic literature reviews (SLRs), including screening, bias assessment and data extraction. This potential automation is increasingly relevant as pharmaceutical developers face challenging requirements for timely and precise SLRs using the population, intervention, comparator and outcome (PICO) framework, such as those under the impending European Union (EU) Health Technology Assessment Regulation 2021/2282 (HTAR). This proof-of-concept study aimed to evaluate the feasibility, accuracy and efficiency of using GenAI for mass extraction of PICOs from PubMed abstracts.

Methods: Abstracts were retrieved from PubMed using a search string targeting randomised controlled trials. A PubMed clinical study 'specific/narrow' filter was also applied. Retrieved abstracts were processed using the OpenAI Batch application programming interface (API), which allowed parallel processing and interaction with Generative Pre-trained Transformer 4 Omni (GPT-4o) via custom Python scripts. PICO elements were extracted using a zero-shot prompting strategy. Results were stored in CSV files and subsequently imported into a PostgreSQL database.

Results: The PubMed search returned 682,667 abstracts. PICOs from all abstracts were extracted in < 3 h, with an average processing time of 200 s per 1000 abstracts. A total of 395,992,770 tokens were processed, with an average of 580 tokens per abstract. The total cost was $3390. On the basis of a random sample of 350 abstracts, human verification confirmed that GPT-4o accurately and comprehensively extracted 342 (98%) of all PICOs, with only outcome elements rarely missed.

Conclusions: Using GenAI to extract PICOs from clinical study abstracts could fundamentally transform the way SLRs are conducted. By enabling pharmaceutical developers to anticipate PICO requirements, this approach allows for proactive preparation for the EU HTAR process, or other health technology assessments (HTAs), streamlining efficiency and reducing the burden of meeting these requirements.

背景:生成式人工智能(GenAI)有望实现系统性文献综述(SLR)关键任务的自动化,包括筛选、偏倚评估和数据提取。这种潜在的自动化越来越具有现实意义,因为药品开发商面临着使用人群、干预措施、参照物和结果(PICO)框架进行及时、精确的系统文献综述的挑战性要求,例如即将实施的欧盟(EU)《健康技术评估条例 2021/2282 》(HTAR)所规定的要求。这项概念验证研究旨在评估使用 GenAI 从 PubMed 摘要中大量提取 PICO 的可行性、准确性和效率:方法:使用针对随机对照试验的搜索字符串从 PubMed 中检索摘要。还应用了 PubMed 临床研究 "特定/狭窄 "过滤器。检索到的摘要使用 OpenAI Batch 应用程序编程接口 (API) 进行处理,该接口允许并行处理,并通过自定义 Python 脚本与 Generative Pre-trained Transformer 4 Omni (GPT-4o) 进行交互。PICO 元素的提取采用了零点提示策略。结果存储在 CSV 文件中,随后导入 PostgreSQL 数据库:PubMed检索返回了682,667篇摘要。从所有摘要中提取 PICOs 的时间小于 3 小时,平均每 1000 份摘要的处理时间为 200 秒。共处理了 395,992,770 个标记,平均每个摘要 580 个标记。总成本为 3390 美元。在随机抽样 350 篇摘要的基础上,人工验证证实 GPT-4o 准确而全面地提取了所有 PICO 中的 342 个(98%),只有结果元素极少遗漏:使用 GenAI 从临床研究摘要中提取 PICO 可以从根本上改变 SLR 的开展方式。这种方法使药品开发人员能够预测 PICO 要求,从而为欧盟 HTAR 流程或其他健康技术评估 (HTA) 做好积极准备,提高效率并减轻满足这些要求的负担。
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引用次数: 0
Considerations for Planning Effective and Appealing Advisory Boards and Other Small-Group Meetings with Health Care Providers: Importance of Participant Preferences. 与医疗服务提供者一起策划有效且有吸引力的咨询委员会和其他小范围会议的注意事项:参与者偏好的重要性。
IF 3.1 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-07-01 Epub Date: 2024-06-28 DOI: 10.1007/s40290-024-00531-0
Cecilia Petrus, Holly Lam

Background: To optimize cost effectiveness, engagement, reach, inclusivity, insight quality and quantity, and participant satisfaction of pharmaceutical meetings such as advisory boards, the organizers have to carefully weigh the pros and cons of the available meeting formats (in-person, synchronous virtual, asynchronous, hybrid). While budgets and organizer preferences are typically key considerations, participants' preferences are rarely factored into this decision. Hence, the objectives of this study were to gain a better understanding of participants' preferences for meeting format, frequency, and updates.

Methods: Between September 1, 2022, and December 31, 2023, health care providers (HCPs) participating in asynchronous advisory board touchpoints on a proprietary virtual platform were asked to answer between 1-4 survey questions, selected at the pharmaceutical organizers' discretion.

Results: A total of 443 HCPs answered the survey. Among respondents, 76.0% preferred meetings with a virtual component. Overall, the most popular meeting approach was a combination of synchronous and asynchronous virtual meetings over time (34.6%). The preference for hybrid meetings increased from 14.3 to 27.3% between 2022 and 2023. The preferred meeting frequency was 2-3 times a year (39.2%), followed by quarterly (33.2%). According to the respondents, the most important benefits of virtual over in-person meetings include: (i) superior convenience and flexibility (81.0%), (ii) avoidance of time off work and away from patients (62.3%), (iii) the low environmental impact and carbon footprint (32.5%).

Conclusions: Although these findings are preliminary and from a small dataset, they highlight the importance of customizing each pharmaceutical meeting or program with the target audience in mind.

背景:为了优化咨询委员会等医药会议的成本效益、参与度、覆盖面、包容性、见解的质量和数量以及与会者的满意度,组织者必须仔细权衡现有会议形式(面对面、同步虚拟、异步、混合)的利弊。虽然预算和组织者的偏好通常是主要考虑因素,但与会者的偏好却很少被纳入这一决策中。因此,本研究旨在更好地了解与会者对会议形式、频率和更新的偏好:方法:2022 年 9 月 1 日至 2023 年 12 月 31 日期间,参加专有虚拟平台上异步咨询委员会接触点的医疗保健提供者(HCP)被要求回答 1-4 个调查问题,这些问题由制药组织者自行决定:共有 443 名 HCP 回答了调查问题。在受访者中,76.0% 的人倾向于采用虚拟会议形式。总体而言,最受欢迎的会议方式是一段时间内同步和异步虚拟会议的组合(34.6%)。在 2022 年至 2023 年期间,对混合会议的偏好从 14.3%增至 27.3%。首选的会议频率是每年 2-3 次(39.2%),其次是每季度一次(33.2%)。受访者认为,与面对面会议相比,虚拟会议最重要的优势包括(i) 更好的便利性和灵活性(81.0%),(ii) 避免请假和远离病人(62.3%),(iii) 对环境影响小,碳足迹小(32.5%):尽管这些研究结果只是初步的,而且来自一个小规模的数据集,但它们强调了根据目标受众定制每次制药会议或计划的重要性。
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Pharmaceutical Medicine
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