Expert

专家
  • 文章类型: Journal Article
    专家的认知专业知识一直是一个有趣的主题;与电子竞技相关的认知研究迅速增长。鉴于电子竞技活动和认知之间的紧密联系,电子竞技有望为理解认知专业知识提供新的视角。这项荟萃分析旨在定量描述电子竞技专家和业余爱好者之间的认知差异。
    专家组由专业视频游戏玩家和高级玩家(前1%)组成,而业余爱好者被分配到对照组。在数据库中系统地搜索了2000年1月至2023年12月之间发表的研究。使用具有聚类稳健方差估计的三水平模型来计算总体效应大小。调节变量包括专业水平,认知能力,因变量类型,游戏类型,性别和年龄。
    共有15项研究包含142个效应大小和1085名参与者被纳入该荟萃分析。结果表明,与业余爱好者相比,视频游戏专家表现出卓越的认知能力,效应大小较小(对冲=0.373,95%CI[0.055-0.691],p=.012)。专家和业余运动员之间的差异主要表现在空间认知和注意力上。敏感性分析,偏见的风险,发表偏倚结果表明了这些发现的可靠性.
    这项荟萃分析证实,与业余爱好者相比,电子竞技专家拥有优越的认知能力,特别是在空间认知和注意力方面。这些可以为今后电子竞技的选拔和培训提供有效的参考。
    UNASSIGNED: The cognitive expertise of experts has been an intriguing theme; there has been rapid growth in cognitive research related to esports. Given the close association between esports activities and cognition, esports holds promise in offering new perspectives for understanding cognitive expertise. This meta-analysis aims at quantitatively delineating the cognitive disparities between esports experts and amateurs.
    UNASSIGNED: The expert group comprised professional video game players and high-ranking players (top 1%), while amateurs were assigned to the control group. Research studies published between January 2000 and December 2023 were systematically searched in databases. A three-level model with cluster-robust variance estimation was used to calculate the overall effect size. The moderating variables included professional level, cognitive abilities, dependent variable type, game genre, gender and age.
    UNASSIGNED: A total of 15 studies containing 142 effect sizes and 1085 participants were included in this meta-analysis. The results indicated that, compared to amateurs, video game experts demonstrated superior cognitive abilities with a small effect size (Hedges\' g = 0.373, 95% CI [0.055-0.691], p = .012). The differences between experts and amateur players mainly manifest in spatial cognition and attention. Sensitivity analysis, risk of bias, and publication bias results indicated the reliability of these findings.
    UNASSIGNED: This meta-analysis confirms that esports experts possess superior cognitive abilities compared to amateurs, particularly in aspects of spatial cognition and attention. These can provide an effective reference for future selection and training in esports.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    本研究旨在开发护理技能学习支持系统,特别是针对“抽血技术”,“在其他护理技能中。它分析了在执行抽血技术时与熟练护士(以下简称“专家”)动作相关的默契知识,专注于他们的凝视。总的来说,阶梯水平与成功率呈正相关。
    This study was conducted to develop nursing skills learning support system, particularly addressing a \"blood drawing technique,\" among other nursing skills. It analyzes tacit knowledge associated with skilled nurses\' (hereinafter \"experts\"\') movements when executing a blood drawing technique, devoting attention to their gaze. Overall, positive correlation was found between the ladder level and the success rate.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    在例行个案工作中,指纹检查者必须做出有关摩擦脊皮肤印象是否充足的决定。先前的实验研究已经确定,考官之间的意见分歧是预期的,尽管尚不确定这些发现是否代表了案例工作中做出的决定。在这项研究中,对新南威尔士州警察部队的指纹专家完成的5000张工作卡进行了审查,以跟踪审查员之间的意见分歧。专家记录了19,491项个案工作决定,这导致了8964份报告的鉴定和不确定的确定。在94.8%的决定中,专家决策是一致的;4.6%涉及一次专家对专家的分歧;0.5%涉及两次专家对专家的分歧。“无”的决定包括两个以上的专家对专家的分歧。在所有鉴定和不确定的案例工作验证决定中,有3.7%发生了专家对专家的分歧。然而,验证专家更有可能同意先前专家的识别决定,而不是先前专家的不确定决定。观察到的专家对专家的识别分歧率为2.0%,而观察到的专家对专家的不一致率为12.5%。总的来说,大多数案例工作的分歧是由于关于摩擦脊皮肤信息用于比较的适用性或用于识别的充分性的主观差异而产生的。专家与其他专家的决策比与学员的决策更加一致,与先前的专家鉴定或不确定的决定相比,不同意先前的学员鉴定或不确定的决定的可能性大约是先前的专家鉴定或不确定的决定的三倍。我们假设这些差异反映了受训者在评估摩擦脊皮肤印象信息的适用性或充分性方面的熟练程度。预计个案工作会有意见分歧,这暴露了指纹决策的主观性。应考虑在案例工作中使用基于计算机的质量指标和似然比工具,以指导审查员评估并减轻审查员的分歧。
    During routine casework, fingerprint examiners are required to make decisions pertaining to the sufficiency of friction ridge skin impressions. Prior experimental research has established that differences of opinion between examiners are expected, though it is uncertain if these findings are representative of the decisions made during casework. In this study, 5000 job-cards completed by fingerprint experts of the NSW Police Force were scrutinised to track the differences of opinion that occurred between examiners. Experts recorded 19,491 casework decisions, which resulted in 8964 reported identification and inconclusive determinations. Expert decision making was found to be unanimous in 94.8 % of these determinations; 4.6 % involved one expert-to-expert disagreement; and 0.5 % involved two expert-to-expert disagreements. Nil determinations featured more than two expert-to-expert disagreements. Expert-to-expert disagreements occurred in 3.7 % of all identification and inconclusive casework verification decisions. However, verifying experts were more likely to agree with a prior expert\'s identification decision, than a prior expert\'s inconclusive decision. The observed expert-to-expert identification disagreement rate was 2.0 %, whereas the observed expert-to-expert inconclusive disagreement rate was 12.5 %. Overall, most casework disagreements arose due to subjective differences concerning the suitability of friction ridge skin information for comparison or sufficiency for identification. Experts were more concordant in their decision-making with other experts than with trainees, and approximately three times more likely to disagree with a prior trainees\' identification or inconclusive decision than a prior experts\' identification or inconclusive decision. We assume these differences reflect trainees\' developing proficiencies in assessing the suitability or sufficiency of friction ridge skin impression information. Differences of opinion in casework are expected, which exposes the subjective nature of fingerprint decision-making. Computer-based quality metric and likelihood ratio tools should be considered for use in casework to guide examiner evaluations and mitigate examiner disagreements.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    背景:训练物理治疗师需要丰富的经验和漫长的时间才能达到熟练程度。然而,建立量化治疗过程中施加的力的程度的客观方法仍然难以捉摸,使训练变得困难。
    目的:本研究旨在阐明使用肌肉变形传感器的新手和专家物理治疗师在施力程度上的差异,并协助教学。
    方法:使用肌肉变形传感器阵列来捕获肌肉膨胀(肌肉变形),力的程度是可视化的。实验涉及两种类型的物理治疗:上肢和下肢运动。随后,肌肉变形值和获得的肌肉变形数据的标准偏差进行比较。
    结果:在两种类型的物理治疗中,在前臂肌肉变形值和标准偏差方面,在新手和专家之间观察到显着差异(p<0.05)。此外,在上肢运动过程中,左下肢屈肌存在差异(p<0.05)。
    结论:这项调查的结果显示,新手和专家的施力程度存在显著差异,正如我们的发现所证明的那样。此外,这些影响从物理治疗延伸到运动,爱好,和传统技能的教学。
    BACKGROUND: Training physiotherapists require substantial experience and a lengthy period of time to achieve proficiency. However, establishing an objective method for quantifying the degree of force applied during treatment remains elusive, making training difficult.
    OBJECTIVE: This study aims to clarify the difference in the degree of force application between novice and expert physiotherapists using muscle deformation sensors and to assist in teaching.
    METHODS: A muscle deformation sensor array was utilized to capture the muscle bulging (muscle deformation), and the degree of force was visualized. The experiment involved two types of physiotherapy: upper and lower extremity exercises. Subsequently, the muscle deformation value and standard deviations of the muscle deformation data obtained were compared.
    RESULTS: Significant differences between novices and experts were observed in forearm muscle deformation values and standard deviations across both types of physiotherapies (p<0.05). Additionally, a distinction was observed in the left lower limb flexor muscles during upper extremity exercise (p<0.05).
    CONCLUSIONS: The results of this survey showed notable differences in the degree of force application between novices and experts, as demonstrated by our findings. Moreover, these implications extend beyond physiotherapy to sports, hobbies, and the teaching of traditional skills.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    世界范围内的许多共识文件涉及在控制性卵巢刺激中补充黄体生成素(LH),据我们所知,阿拉伯地区仅发表了一份共识文件。这项研究提出了七名伊朗不孕症专家的德尔菲共识,提供真实世界的临床观点。目的是就LH在辅助生殖技术(ART)的各个方面与FSH一起发挥的作用制定基于证据的意见,包括LH水平,监测,r-hLH使用,和建议的活动。
    采用德尔菲共识方法,伊朗的共识分三个步骤展开。在步骤1中,10份声明中有8份获得了批准,同时删除了两个不清楚的陈述。在步骤2中,由20名成员组成的扩大小组对其余八项声明进行了投票。
    只有一个(声明3)缺乏共识(55%的协议),提示修改。修订后的声明(记录为声明3)获得了83%的同意。
    本共识中包含的临床观点补充了有助于进一步改善治疗结果的临床指南和政策。尤其是FSH和LH缺乏的患者。
    UNASSIGNED: Numerous consensus documents worldwide address luteinizing hormone (LH) supplementation in controlled ovarian stimulation, yet to the best of our knowledge, only one consensus paper has been published in the Arab region. This study presents a Delphi consensus by seven Iranian infertility experts, offering real-world clinical perspectives. The aim was to develop evidence-based opinions on LH\'s role alongside FSH in various aspects of assisted reproductive technology (ART), including LH levels, monitoring, r-hLH use, and suggested activity.
    UNASSIGNED: Employing the Delphi consensus approach, the Iran consensus unfolded in three steps. In Step 1, eight out of 10 statements gained approval, while two unclear statements were removed. In Step 2, the 20-member extended panel voted on the remaining eight statements.
    UNASSIGNED: Only one (statement 3) lacked consensus (55% agreement), prompting a modification. The revised statement (noted as statement 3\') obtained an 83% agreement.
    UNASSIGNED: The clinical perspectives included in this consensus complement clinical guidelines and policies that help further improve treatment outcomes, especially for patients with FSH and LH deficiencies.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    UNASSIGNED: Acquired hemophilia affects approximately one in 1 million people. Timely diagnosis is key to appropriate disease management and the prevention of life-threatening complications. Patients with this condition may initially be seen by inexperienced physicians and remain underdiagnosed for several years. This consensus statement is aimed at providing guidelines for all practitioners in the Kingdom of Saudi Arabia (KSA) to diagnose and manage acquired hemophilia A.
    UNASSIGNED: This consensus statement reflects the opinions drafted by a group of hematology specialists, who used an explicit systematic process to identify areas of agreement and disagreement.
    UNASSIGNED: This consensus statement provides a guide for all practitioners in the KSA regarding the diagnosis of clinical presentation, relevance, characteristics of bleeding symptoms, and case management; it additionally provides guidance for non-specialists. All management aspects, including diagnosis and treatment modalities, are discussed.
    UNASSIGNED: Patients with acquired hemophilia may initially be seen by physicians who lack appropriate expertise in diagnosing and managing this condition. This consensus statement from the premier experts on the disease in the KSA provides details for diagnosing and managing acquired hemophilia.
    UNASSIGNED: يصاب حوالي شخص واحد من كل مليون شخص بالهيموفيليا المكتسبة. يعد التشخيص في الوقت المناسب أمرا بالغ الأهمية لإدارة المرض بطريقة مناسبة والوقاية من المضاعفات التي تهدد الحياة. قد يلجأ هؤلاء المرضى في البداية إلى أطباء غير متخصصين وقد يبقون غير مشخصين لسنوات عدة. يهدف هذا الإجماع إلى توفير إرشادات لجميع الممارسين في المملكة العربية السعودية لتشخيص وإدارة الهيموفيليا المكتسبة.
    UNASSIGNED: تعكس هذه البيانات الإجماعية الآراء التي تم صياغتها بواسطة مجموعة من أخصائيي أمراض الدم باستخدام عملية منهجية صريحة لتحديد مجالات الاتفاق والاختلاف.
    UNASSIGNED: يمكن استخدام هذا البيان الإجماعي كدليل لجميع الممارسين في المملكة العربية السعودية فيما يتعلق بتشخيص المظاهر السريرية، والعلاقة، وخصائص أعراض النزيف، وإدارة هذه الحالات، مع توجيه خاص للأخصائيين غير المتخصصين. سوف يناقش الإجماع جميع جوانب الإدارة، من التشخيص إلى أساليب العلاج.
    UNASSIGNED: قد يلجأ مرضى الهيموفيليا المكتسبة في البداية إلى أطباء يفتقرون إلى الخبرة المناسبة في تشخيص وإدارة هؤلاء المرضى. يوفر هذا البيان الإجماعي وثيقة مفصلة لتشخيص وإدارة الهيموفيليا المكتسبة، بتوجيه من أفضل الخبراء في المرض في المملكة العربية السعودية.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    结论:伤口愈合基金会认识到需要基于共识的无偏见伤口治疗建议。作为第一步,关于慢性伤口治疗的共识于2022年达成并发表.(1)关于急性伤口的当前出版物代表了该方法的第二步。急性伤口可能由多种情况引起,包括烧伤,军事和战斗行动,以及身体特定部位的创伤。急性伤口的管理需要及时和证据驱动的干预以达到最佳临床结果。这一共识声明为临床医生提供了必要的病因基础方法,急性伤口的诊断和治疗管理。以结构化格式呈现,这对所有患者护理环境中的临床医生和学习者都是有用的指南.
    背景:急性伤口管理的最新进展集中在军事和战斗环境中的稳定和治疗上,特别是止血方面的进步,复苏,并通过及时启动抗生素和避免高压冲洗污染的软组织损伤来减轻感染风险。.
    结果:关键问题包括感染控制,疼痛管理和儿科患者急性伤口管理的独特考虑。
    结论:未来的方向包括通过使用微毛细管凝胶预防烧伤进展和转化的新方法,用抗炎药英夫利昔单抗包埋的局部凝胶。(38)此外,使用三维生物打印和光调制进行烧伤后的皮肤重建是一个有希望继续发现的领域。
    Significance: The Wound Healing Foundation recognized the need for consensus-based unbiased recommendations for the treatment of wounds. As a first step, a consensus on the treatment of chronic wounds was developed and published in 2022. The current publication on acute wounds represents the second step in this process. Acute wounds may result from any number of conditions, including burns, military and combat operations, and trauma to specific areas of the body. The management of acute wounds requires timely and evidence-driven intervention to achieve optimal clinical outcomes. This consensus statement provides the clinician with the necessary foundational approaches to the causes, diagnosis, and therapeutic management of acute wounds. Presented in a structured format, this is a useful guide for clinicians and learners in all patient care settings. Recent Advances: Recent advances in the management of acute wounds have centered on stabilization and treatment in the military and combat environment. Specifically, advancements in hemostasis, resuscitation, and the mitigation of infection risk through timely initiation of antibiotics and avoidance of high-pressure irrigation in contaminated soft tissue injury. Critical Issues: Critical issues include infection control, pain management, and the unique considerations for the management of acute wounds in pediatric patients. Future Directions: Future directions include new approaches to preventing the progression and conversion of burns through the use of specific gel formulations. Additionally, the use of three-dimensional bioprinting and photo-modulation for reconstruction is a promising area for continued discovery.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    排球扣球要求防守者拥有出色的预期技能。然而,大多数排球防守视频眼动追踪研究都使用固定或场外视角,无法复制现实环境。本研究使用视频眼动追踪从各种观看角度探索了精英和新手排球运动员之间不同的视觉搜索行为。我们检查了14名竞争精英的尖峰预期,13位半精英,和11个新手玩家。我们使用安装在防守者头上的GoPro摄像机从三个场上角度捕获了尖峰视频,紧密复制真实的游戏场景。为了比较,我们使用固定摄像机记录基线视频。本研究表明,竞争性和半精英球员比新手表现出更高的准确性。有竞争力的精英球员使用更少的关注,这表明它们的卓越表现与稳定的视觉搜索模式有关。所有参与者团体,无论技能水平如何,在感兴趣的区域(AOI)之间显示出相似的视觉分配。然而,基线视频和场内视角视频在视觉搜索模式和AOI分配方面存在显著差异.从基线的角度来看,参与者主要利用全局感知和外围视觉,更多地关注二传区或刺客的树干。相反,从场上的角度来看,他们使用了更多的关注,更专注于尖刺者的详细动作。
    Volleyball spiking requires defenders to possess exceptional anticipatory skills. However, most volleyball defense video eye-tracking studies have used fixed or off-court perspectives, failing to replicate real-world environments. This study explored different visual search behaviors between elite and novice volleyball players from various viewing perspectives using video eye tracking. We examined spiking anticipation in 14 competitive elite, 13 semi-elite, and 11 novice players. We captured spiking videos from three on-court perspectives using GoPro cameras mounted on the defenders\' heads, closely replicating real game scenarios. For comparison, we recorded baseline videos using a fixed camera. The present study revealed that competitive and semi-elite players demonstrated higher accuracy than novices. Competitive elite players used fewer fixations, indicating that their superior performance was related to stable visual search patterns. All participant groups, regardless of skill level, showed similar visual allocation among areas of interest (AOIs). However, notable differences in visual search patterns and AOI allocation were observed between baseline and on-court perspective videos. From the baseline perspective, the participants primarily utilized global perception and peripheral vision, focusing more on the setter zone or the spiker\'s trunk. Conversely, from the on-court perspective, they employed more fixations, focusing more intensely on the spiker\'s detailed movements.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    成瘾医学是一个充满活力的领域,涵盖社会背景下的临床实践和研究,经济,以及当地的文化因素,国家,区域,和全球层面。在过去的几十年中,该领域在范围和活动方面发生了深刻的发展,全球成瘾医学科学家和专业人员的贡献。全球一级吸毒成瘾的动态性质导致迫切需要发展成瘾社会的国际合作网络,治疗方案和专家,以监测新兴的国家,区域,和全球关注。本协议文件介绍了在国家进行纵向调查的方法细节,区域,通过国际成瘾医学学会全球专家网络(ISAM-GEN)和全球层面。该网络的初步形成包括招聘阶段和一轮滚雪球抽样,为来自全球78个国家的354名专家提供了服务。此外,数据库中还包括43个国家/区域成瘾协会/协会。这些调查将由全球成瘾医学专家就治疗服务制定,服务范围,同时发生的疾病,治疗标准和障碍,新出现的成瘾和/或全球治疗需求的动态变化。(1)成瘾协会/协会类别的调查参与者,(2)成瘾治疗方案,(3)成瘾专家/临床医生和(4)相关利益相关者将对这些全球纵向调查做出回应。将对结果进行分析,并使用可用数据进行盘问,并进行同行评审以发表。
    Addiction medicine is a dynamic field that encompasses clinical practice and research in the context of societal, economic, and cultural factors at the local, national, regional, and global levels. This field has evolved profoundly during the past decades in terms of scopes and activities with the contribution of addiction medicine scientists and professionals globally. The dynamic nature of drug addiction at the global level has resulted in a crucial need for developing an international collaborative network of addiction societies, treatment programs and experts to monitor emerging national, regional, and global concerns. This protocol paper presents methodological details of running longitudinal surveys at national, regional, and global levels through the Global Expert Network of the International Society of Addiction Medicine (ISAM-GEN). The initial formation of the network with a recruitment phase and a round of snowball sampling provided 354 experts from 78 countries across the globe. In addition, 43 national/regional addiction societies/associations are also included in the database. The surveys will be developed by global experts in addiction medicine on treatment services, service coverage, co-occurring disorders, treatment standards and barriers, emerging addictions and/or dynamic changes in treatment needs worldwide. Survey participants in categories of (1) addiction societies/associations, (2) addiction treatment programs, (3) addiction experts/clinicians and (4) related stakeholders will respond to these global longitudinal surveys. The results will be analyzed and cross-examined with available data and peer-reviewed for publication.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:为临床试验提供数据共享声明(DSS)已被不同的利益相关者强制要求。DSS是用于澄清是否存在共享个体参与者数据(IPD)的意图的设备。缺少的是对DSS是否提供有关IPD二次使用数据共享条件的清晰易懂的信息的详细评估。
    方法:从ECRIN临床研究元数据储存库中随机抽取200个带有明确DSS的COVID-19临床试验。对DSS进行了评估和分类,由两名经验丰富的专家和一名在数据共享(DS)方面经验较少的评估员,分为不同的类别(不清楚,没有分享,没有计划,是的,但含糊不清,是的,根据要求,是指定的存储位置,是的,但条件复杂)。
    结果:两位专家之间的一致是中等到实质性的(kappa=0.62,95%CI[0.55,0.70])。当这些专家与经验不足且缺乏数据共享培训的第三人(“评估员”)(kappa=0.33,95%CI[0.25,0.41];0.35,95%CI[0.27,0.43])进行比较时,一致性大大降低。在两位专家之间,在独立主持人的监督下,这些案件达成了共识,两位专家都不同意,结果被用作进一步分析的“黄金标准”。在63.5%(127/200)的病例中至少表达了一定程度的DS(数据共享)意愿。在这些案件中,大约一个季度(31/127)是模糊的支持数据共享的声明,但没有有用的细节。在大约一半的情况下(60/127),有人说IPD可以通过请求获得。仅在略高于10%的情况下(15/127),有人指出IPD将被转移到特定的数据存储库。在其余情况下(21/127),描述或引用了一个更复杂的制度,无法分配给前三个组中的一个。由于协商一致的会议,分类系统已更新。
    结论:研究表明,当前的DSS暗示可能的数据共享通常不容易解释,即使是相对有经验的员工。基于机器的解释,这对于任何实际应用都是必要的,目前是不可能的。机器学习和/或自然语言处理技术可能会提高机器的可操作性,但将代表一个非常大的投资的研究努力。对于数据提供商来说,更便宜、更容易的选择是,数据请求者,资助者和平台采用更清晰的,更结构化、更标准化的指定方法,提供和收集DSS。
    背景:该研究的协议已在ZENODO上预先注册(https://zenodo.org/record/7064624#。Y4DIAHbMJD8)。
    BACKGROUND: The provision of data sharing statements (DSS) for clinical trials has been made mandatory by different stakeholders. DSS are a device to clarify whether there is intention to share individual participant data (IPD). What is missing is a detailed assessment of whether DSS are providing clear and understandable information about the conditions for data sharing of IPD for secondary use.
    METHODS: A random sample of 200 COVID-19 clinical trials with explicit DSS was drawn from the ECRIN clinical research metadata repository. The DSS were assessed and classified, by two experienced experts and one assessor with less experience in data sharing (DS), into different categories (unclear, no sharing, no plans, yes but vague, yes on request, yes with specified storage location, yes but with complex conditions).
    RESULTS: Between the two experts the agreement was moderate to substantial (kappa=0.62, 95% CI [0.55, 0.70]). Agreement considerably decreased when these experts were compared with a third person who was less experienced and trained in data sharing (\"assessor\") (kappa=0.33, 95% CI [0.25, 0.41]; 0.35, 95% CI [0.27, 0.43]). Between the two experts and under supervision of an independent moderator, a consensus was achieved for those cases, where both experts had disagreed, and the result was used as \"gold standard\" for further analysis. At least some degree of willingness of DS (data sharing) was expressed in 63.5% (127/200) cases. Of these cases, around one quarter (31/127) were vague statements of support for data sharing but without useful detail. In around half of the cases (60/127) it was stated that IPD could be obtained by request. Only in in slightly more than 10% of the cases (15/127) it was stated that the IPD would be transferred to a specific data repository. In the remaining cases (21/127), a more complex regime was described or referenced, which could not be allocated to one of the three previous groups. As a result of the consensus meetings, the classification system was updated.
    CONCLUSIONS: The study showed that the current DSS that imply possible data sharing are often not easy to interpret, even by relatively experienced staff. Machine based interpretation, which would be necessary for any practical application, is currently not possible. Machine learning and / or natural language processing techniques might improve machine actionability, but would represent a very substantial investment of research effort. The cheaper and easier option would be for data providers, data requestors, funders and platforms to adopt a clearer, more structured and more standardised approach to specifying, providing and collecting DSS.
    BACKGROUND: The protocol for the study was pre-registered on ZENODO ( https://zenodo.org/record/7064624#.Y4DIAHbMJD8 ).
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

公众号