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The proposed model provides fine-grained control up to the element level of documents and is flexible and secured.
Document-oriented architectures, such as the commonly employed IHE XDS profile, which only support information retrieval at the level of documents, are particularly susceptible for this problem.
Specifically, the loss functions are defined on the level of documents or document pairs, in contrast to the fact that the evaluation criteria are defined on the level of queries.
The primary benefit of the author-topic model is that it allows the explicit inclusion of authors in the document models, providing a general framework for answering queries and making predictions at the level of authors as well as the level of documents.
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In Figure 1, for instance, a Description Unit at the level of Document can be a direct descendant of instances of Collection or Series, but not of Fonds.
This level of documented infection exceeds that seen in any comparable study.
This assessment is directly related to the level of documented SARS activity in the surrounding community and the world.
One of the reasons for this might be a popular 2012 television series in the main Norwegian TV channel criticizing CAM in general and the level of documented effect of acupuncture more specifically.
Much more research at the level of documenting occurrence of these traits and demonstrating superior fitness at the species level is required before their evolutionary history can be considered further.
Therefore, it was (1) not possible to evaluate whether the severity level of documented comorbid conditions was comparable between our study groups and (2) whether different stages of dementia were associated with specific comorbidity profiles.
Further, gene or protein names containing Greek characters were not recognized; solutions to this problem will need to be handled at the level of document conversion (PDF-to-text).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com