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An experimental database was gathered from the available literature and processed to obtain the training and testing databases for the derivation of the closed-form solution through GEP.
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The cellular localization for each protease and substrates (proteins in the structural database) were gathered from GO terms [40] at the PDB site and verified again at http://www.uniprot.org/.org/
Literature was gathered from databases including PsycINFO, Medline and PubMed.
Even though the data was gathered from a database containing a 10 year's worth of ICU patients, the data was still only from one ICU, and for the purpose of validation a larger variation (collecting from various ICUs) would have been beneficial.
Subsequently a history of the flock was gathered from the database, including breeds, genotypes, parentage, source flock, siblings, offspring, and the various treatments such as vaccinations.
A lexicon of lay medical terms was gathered from drug databases and several websites with information about medicines and their main ADRs.
First, the data analyzed in this study was gathered from an administrative database and lacks some important clinical and lifestyle information.
A second set of ∼7000 compounds, the Flat Compound Set, was gathered from the ZINC database to include molecules expected to bind to the flat surface of a steric zipper.
Finally, as the corpus was gathered from (bio medical literature databases, we expected to find topics describing this domain.
Information about the relations of these entities was gathered from different molecular databases.
Disease loci information was gathered from the OMIM online database (downloaded on Mar 25, 2009) [ 31].
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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