20 research outputs found

    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

    Vitamin D levels in children of asylum seekers in The Netherlands in relation to season and dietary intake

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    Low dietary intake and limited sun exposure during Dutch winters, in particular when combined with highly pigmented skin, could compromise the vitamin D status of asylum seekers' children in The Netherlands. We determined the vitamin D status of children living in The Netherlands, but originating from Africa, Central Asia, or Eastern Europe. In a subgroup, we reassessed the vitamin D status after the summer, during which the children had been assigned at random to remain unsupplemented or to receive vitamin D supplementation. In total 112 children (median age 7.1 yr, range 2-12 yr) were assessed for serum concentrations of 25-Hydroxyvitamin D [25(OH)D], intact parathyroid hormone (I-PTH) and plasma alkaline phosphatase (ALP). Vitamin D deficiency (VDD) and hypovitaminosis D were defined as 25(OH)D below 30 or 50 nmol/L, respectively. Dietary intake of vitamin D and calcium was estimated using a 24 h recall interview. In mid-spring, 13% of the children had VDD, and 42% had hypovitaminos's D. I-PTH and ALP levels were significantly higher in children with VDD. The dietary intake of vitamin D was below 80% of the recommended daily allowances (RDA) in 94% of the children, but the dietary calcium intake was not significantly related to the s-25(OH)D levels found. After the summer, median s-25(OH)D increased with +35 nmol/L (+85%) and +19 nmol/L (+42%) in children with or without supplementation, respectively. The effect of supplementation was most prominent among Aftican children. VDD and hypovitaminosis D are highly prevalent in mid-spring among asylum seekers' children in The Netherlands. Although 25(OH)D levels increase in African children during Dutch summer months, this does not completely correct the compromised vitamin D status. Our data indicate that children from African origin would benefit from vitamin D supplementation

    The influence of intraoperative blood loss on graft survival and morbidity after orthotopic liver transplantation in children

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    The aim of this study was to analyze the influence of intraoperative blood loss, expressed as an index of the circulating blood volume (BL), on patient and graft survival and on morbidity after primary orthotopic liver transplantation (OLT) in a series of 40 consequetive children (Mann-Whitney test, Pearson test). The influence on patient survival could not be assessed due to the low mortality. Graft survival and overall morbidity were not affected. Increased BL led only to a higher incidence of postoperative bleeding, with a subsequent higher intervention rate. In the group of children aged 3.75 years or less, significantly higher BL was found compared to the older children. In addition, prolonged intensive care unit stays and ventilator times were observed in this younger age group. The BL thus has limited repercussions on graft survival and morbidity after primary pediatric OLT

    Development and validation of challenge materials for double-blind, placebo-controlled food challenges in children

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    The use of double-blind, placebo-controlled food challenges (DBPCFCs) is considered the gold standard for the diagnosis of food allergy. Despite this, materials and methods used in DBPCFCs have not been standardized. The purpose of this study was to develop and validate recipes for use in DBPCFCs in children by using allergenic foods, preferably in their usual edible form. Recipes containing milk, soy, cooked egg, raw whole egg, peanut, hazelnut, and wheat were developed. For each food, placebo and active test food recipes were developed that met the requirements of acceptable taste, allowance of a challenge dose high enough to elicit reactions in an acceptable volume, optimal matrix ingredients, and good matching of sensory properties of placebo and active test food recipes. Validation was conducted on the basis of sensory tests for difference by using the triangle test and the paired comparison test. Recipes were first tested by volunteers from the hospital staff and subsequently by a professional panel of food tasters in a food laboratory designed for sensory testing. Recipes were considered to be validated if no statistically significant differences were found. Twenty-seven recipes were developed and found to be valid by the volunteer panel. Of these 27 recipes, 17 could be validated by the professional panel. Sensory testing with appropriate statistical analysis allows for objective validation of challenge materials. We recommend the use of professional tasters in the setting of a food laboratory for best result
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