18 research outputs found

    Content validation of a model for organizational cultural competence of health-related post-secondary academic departments or units

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    OBJECTIVE: Health-related academic units need to be culturally competent to meet workforce needs for culturally competent personnel and to establish effective academic-practice linkages. This study was designed to test the content validity of a model, developed from a literature review, for organizational cultural competence of health-related academic units. METHODS: An expert panel convened as a virtual team to provide input on domains and criteria statements that are important and relevant for academia. An iterative process was used as a series of large and small group telephone conferences and e-mail comment period. RESULTS: Over a 4-month period, the expert panel revised, deleted, and added domains and criteria statements. Twelve domains with 73 criteria statements were identified and categorized as: Organization & Administration; Personnel; Community & Environment; Curriculum & Experiential Practice; Research; and Technical Skills & Consultation. CONCLUSION: A model for organizational cultural competence of health-related academic units is proposed. Although further validation is needed, this research begins to establish content validity for the evolving model and establishes the beginning of a foundation to develop an organizational self-assessment tool for academic units to assess and enhance their cultural competence

    The James Webb Space Telescope Mission

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    Twenty-six years ago a small committee report, building on earlier studies, expounded a compelling and poetic vision for the future of astronomy, calling for an infrared-optimized space telescope with an aperture of at least 4m4m. With the support of their governments in the US, Europe, and Canada, 20,000 people realized that vision as the 6.5m6.5m James Webb Space Telescope. A generation of astronomers will celebrate their accomplishments for the life of the mission, potentially as long as 20 years, and beyond. This report and the scientific discoveries that follow are extended thank-you notes to the 20,000 team members. The telescope is working perfectly, with much better image quality than expected. In this and accompanying papers, we give a brief history, describe the observatory, outline its objectives and current observing program, and discuss the inventions and people who made it possible. We cite detailed reports on the design and the measured performance on orbit.Comment: Accepted by PASP for the special issue on The James Webb Space Telescope Overview, 29 pages, 4 figure

    Large expert-curated database for benchmarking document similarity detection in biomedical literature search

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    Document recommendation systems for locating relevant literature have mostly relied on methods developed a decade ago. This is largely due to the lack of a large offline gold-standard benchmark of relevant documents that cover a variety of research fields such that newly developed literature search techniques can be compared, improved and translated into practice. To overcome this bottleneck, we have established the RElevant LIterature SearcH consortium consisting of more than 1500 scientists from 84 countries, who have collectively annotated the relevance of over 180 000 PubMed-listed articles with regard to their respective seed (input) article/s. The majority of annotations were contributed by highly experienced, original authors of the seed articles. The collected data cover 76% of all unique PubMed Medical Subject Headings descriptors. No systematic biases were observed across different experience levels, research fields or time spent on annotations. More importantly, annotations of the same document pairs contributed by different scientists were highly concordant. We further show that the three representative baseline methods used to generate recommended articles for evaluation (Okapi Best Matching 25, Term Frequency-Inverse Document Frequency and PubMed Related Articles) had similar overall performances. Additionally, we found that these methods each tend to produce distinct collections of recommended articles, suggesting that a hybrid method may be required to completely capture all relevant articles. The established database server located at https://relishdb.ict.griffith.edu.au is freely available for the downloading of annotation data and the blind testing of new methods. We expect that this benchmark will be useful for stimulating the development of new powerful techniques for title and title/abstract-based search engines for relevant articles in biomedical research.Peer reviewe
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