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He's been issuing these compendiums of thumbnail reviews since 1969, and annually since 1988.
The writers and editors of these compendiums, who work completely outside the federal government, scan the medical literature and evaluate the evidence in making their recommendations.
Many of these compendiums are masterfully comprehensive, sweeping across genres and covering everything from the work of a Minnesota-based DJ that no one outside the Pitchfork offices has ever heard of, to A$AP Rocky b-sides, to the hit singles of America's most popular little sister, Taylor Swift.
This might be expected as a result of labour-intensive experimental characterisation for single proteins, but this also requires mining and computational approaches that can better filter these compendiums, annotated and enriched with their corollary data types, much like those developed for the gene expression domain.
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These compendium approaches used hydroxyurea as a test case to assess feasibility of target inference, and their results were consistent with that of this study ([5], [6], [39] and data not shown).
These compendium experiments potentially have different noise levels and can be difficult to compare.
We analyzed each of these compendium data sets with various sample sizes and then generated respective subnetworks containing 50 genes.
And some of these new compendiums have close financial ties to the drug industry, according to the draft of a report Medicare commissioned last year after Congress raised questions about possible conflicts of interest.
By comparison we observed that 43% of all genes in the compendium displayed these patterns.
Our findings were reproduced using two independent data compendiums, suggesting that these observations reflect true biological relationships.
When arranged into triplets, these E-MAP compendium genes generated 18,648 triplet motifs (Additional File 2).
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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