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In the literature, there are a number of transfer learning solutions that are specific to the application of recommendation systems.
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The application of recommendations for management is generally important for the quality of patient care.
A high proportion of doctors felt there was no specific barrier to the application of recommendations 1, 5, 6, 7, 8 and 10 (more than 40% ticked the item "there is no specific barrier").
The questionnaire also included a list of potential barriers to the application of the recommendation (the rheumatologist could tick as many barriers as applicable).
It included (a) the text of the recommendations; (b) rheumatologists' demographic variables; (c) two numerical rating scales from 1 to 10 for each recommendation: conceptual agreement with, and application of, the recommendation (10 indicates maximal agreement and maximal application); and (d) a list of potential barriers to the application of the recommendation.
The most frequent barrier (32.1%) for recommendation 7 was "patient concerns about use of corticosteroid injections" but 47.0% of doctors reported no specific barrier for the application of this recommendation.
He notes: Among his recommendations is the proposal that the health committee of the House of Commons should monitor the application of his recommendations by the professional regulators.
Two design examples are provided to demonstrate the application of the recommendations.
The application of fire recommendations to SFRC structures requires knowledge of the tensile strength decrease due to high temperature exposure.
The application of these recommendations, not only to frail nursing home residents, but to all older adults, may lead to changes in health policy or clinical practice with harmful consequences.
Over 90% of men in the present study could be variably described as either not sufficiently active or active depending on the application of different recommendations.
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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