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All reads with remaining ambiguous bases were removed and only paired reads were used for the analysis, which resulted in removal of less than 5% of reads.
Duplicate reads were removed and only uniquely mapped reads (mapping quality >=25) were used for further analysis.
GO terms were condensed to "most specific terms", i.e. less descriptive parent terms in the hierarchy were removed and only the most-descriptive child terms were retained.
Think about what happened when that old antiquated Glass Steagall Act was removed — and only 9 years later we had a second Great Crash, house prices tanked, and millions were unemployed.
Speaking in an office where the photos had been removed and only wire hangers remained, an increasingly common sight in the Capitol building, Mr. Williams said he did not know how much Democrats' influence would change.
To examine the role of mixed fuel, it was observed that as ethylene was removed and only 45% methane and nitrogen were supplied in the upper flow, no CNOs could be generated.
Eight candidates, strangers to one another, with all insignia of rank removed and only numbered tags to identify them, were instructed to lift a long log from the ground and haul it to a wall about six feet high.
Aware of privacy concerns, the researchers designed the microphone data to be immediately processed so that all words are removed, and only information about tone, pitch, and volume is recorded.
The categorical variables were removed and only numeric attributes were used to do the imputation.
Thus redundant inputs can be removed, and only essential aspects of the data are preserved [2].
Data on the second remarriage were thus removed, and only those on the first remarriage were selected for analysis.
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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