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Another investigator (Anthony Amato) validated text and citation extraction for 17% of the papers, including all primary data papers.
eFIP has been integrated into the PRO curation workflow and is used by PRO curators to capture validated text mining results and knowledge about phosphorylated forms of proteins.
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The semantic similarity measure we introduced was more efficient at validating text mining results from machine learning classifiers than other measures.
The Web interface is publicly available for searching, browsing and downloading of information, and the functionality for online curation, including the additional editing functionality aimed at validating text-mining results, is also available for logged-in users.
The bladder cancer-specific EMT signature was validated (Supplementary Text, Supplementary Fig S1), whereas the ovarian cancer-specific EMT signature was already assessed in a previous study (Miow et al, 2014).
Two talks described experiments to validate text mining tools and adapt interfaces for specific curation needs.
This approach is validated using text-mined disease cell-type associations from the PubMedisease cell-type
In the third activity, using a version of this "Validated table", he compares properties of planets to find out relations between them, and writes a text, "Validated relations", to present his findings.
* The interactions shown in bold are validated experimentally (see text for more details).
Received participant texts were matched to the text they were responding to, and text content was validated to arrive at a single score for each responding patient between 1 and 9, allowing half scores if patients submitted these or two adjacent scores.
I really liked the way authors dealt with "validating false positives" (text and table S5). Figure S1 - last part of panel is almost illegible.
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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