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Now it is trying to clean up the electoral roll: it recently found 52,000 duplicated entries in a sample of 1.2m registered voters.
In addition, a rigorous inspection to remove duplicated entries in the database was also performed.
Manual inspection of the results obtained was performed to eliminate duplicated entries [see Additional file 1].
However, some entries were retained where it was unclear whether they represented duplicated entries or duplicated genes.
From a total of 23,564 PPIs, 5,193 duplicated entries were removed, resulting in a PDS of 18,371 protein pairs.
It should be noted that we only performed similarity searches in regions without existing HERV annotations to avoid duplicated entries.
We added 83 genes associated with ciliopathies (as listed in [ 23]) and, after having removed duplicated entries, we obtained a set of 3,540 genes.
For H. contortus, Q9U8G6 and Q25037 share 98% sequence identity and so are not likely to be true isoforms, but instead duplicated entries within UniProt.
Errors of fact can be detected by various means, e.g. duplicate entry or proof-reading whereas errors of design are more difficult to find automatically.
If some enormously important or omnipresent piece of music seems to be missing — say, Taylor Swift's single, "You Belong With Me" — it's usually because of a nerdy rule I observe: I do not duplicate entries.
The search results were combined in Endnote® and duplicate entries removed and the multiple variables described below were assessed.
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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