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The structure of the GO is predominantly the result of painstaking manual curation over the past 10 years.
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With E. coli as the reference and S. Typhimurium as the query, these cutoffs led to approximately 75% overlap between the two models and a 2.5% false positive rate, defined here as the number of E. coli genes predicted to have homologs in S. Typhimurium but that did not carry over after manual curation.
For example, compiling a compendium of potential biomarkers for pancreatic cancer was carried out by systematic manual curation of the literature and took over 7,000 person hours [ 13].
Consumer advocacy groups have attacked YouTube Kids for relying too heavily on technology over manual curation to make sure videos are appropriate, for search features that allowed adult content to be exposed in the app, and for deceptive advertising. .
The performance results from this evaluation indicate that some of the systems were able to improve efficiency of curation by speeding up the curation task significantly (∼1.7- to 2.5-fold) over manual curation.
The user evaluation showed that a number of systems were able to improve efficiency of curation by reducing the time-to-completion over manual curation and/or improve annotation accuracy.
Karamanis et al. (6) reported that FlyBase records were completed 20% faster when using PaperBrowser TM tools and Van Auken et al. (16) deployed Textpresso in the curation pipeline of proteins with Gene ontology, reporting an efficiency increase of 8-fold over manual curation.
The accuracy of the annotations arises from manual curation of a library of over 800 subsystems that include over 1.5 million genes with functions assigned from a controlled vocabulary.
We also compared these predictions to those obtained by manual curation of atom mappings for over five hundred reactions distributed among all top level Enzyme Commission number classes.
Web-based semantic data mining followed by careful manual curation was used to recover over 981 articles.
Using the new EST evidence, automated and manual curation has resulted in substantial improvements to the over 24,000 gene models, which will be valuable to researchers studying this model organism as well as for comparative genomics purposes.
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