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Structure information could be considered for future improvement of the sentence classifier; however, this information is not trivial to extract from abstracts (McKnight and Srinivasan, 2003; Ripple et al., 2011); similar issues with added complexity can be anticipated for full text.
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There were no major obstacles putting this method into practice, however, upon reflection the following improvements might be considered for future census implementation.
Using not only subjective patient-reported symptom improvement, but also validated outcome measures, and ensuring outcome assessment blinding, should be considered for future trials.
ID, should be considered for future studies.
Nor was she considered for future positions.
Adding this functionality will be considered for a future improvement.
The post-intervention rate of frequent guideline use in our study, 55%, can still be considered quite low, leaving room for future improvement.
While the verification performance did not improve by using SVM classifiers, we consider that providing a comparison against the LLR system is useful for future improvement of such an approach.
Some recommendations for future improvement are discussed.
Though considered marginally better than the VHS recorder launched a year later in 1975 by the Japan Victor Company (both were based on an American design), the Sony version left little room for future improvement.
Measuring success can also highlight areas for future improvement.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com