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A full text approach will become practical as a larger proportion of articles considered for inclusion in systematic reviews become available electronically.
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Although the 60-term approach has led to the best result in terms of MAP, it was statistically equivalent to 40-term, 80-term, 100-term and full text approaches according to the Wilcoxon-test.
Our approach for full text reduction is novel, particularly in the context of various document summarization methods that have been explored.
We can observe that 10-term and 20-term passages performed worst at almost all recall levels and full text only surpasses the other approaches at recall levels superior than 50%%.
Our research goal was to test a MeSH-based approach for reducing full text documents and constructing summaries.
Our second approach included a search of the full text of the letters in addition to the title.
Authors were approached for articles not available in full text.
Finally, we compare and combine both approaches and study the impact of full text with the reference BioCreative I test set.
This approach identified 112 articles, which were retrieved in full text.
The full text of these articles was analyzed and synthesized with a thematic-synthesis approach.
We utilized a hierarchal approach, screening citations by title, then abstract, and finally by full text to determine relevance.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com