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Motif instance data are often noisy because of redundancy and degeneracy in PSSMs, and in genome-scale expression data sets many genes may share expression profiles, but not regulatory dynamics.
For instance, data are not available regarding several important elements that could potentially affect the risk of complications, including RT dose, doses delivered to bladder and rectum, the use of image guided radiation therapy (IGRT), and other technical details.
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Pathway was treated as a 'black box' since its instance data is just pathway name.
IFC instance data is typically transported using the STEP Part 21 format.
For price points at or above $0.25, the clear answer to the optimum amount of external instance data is 50% of the incoming instances.
A system concept based on the use of reference machining instance data is proposed, which is derived from the investigation of tool catalogs, related international standards, reference textbooks, and handbooks.
For instance, data was captured from minimal data sets collected in nursing homes to identify factors predictive of, or associated with, restraint use.
When instance data is mapped to such codes, it becomes possible to interoperate across repositories and perform analysis on the data itself.
Some values are not linked to concept codes because the instance data is unstructured text or simply not suitable as a concept in the NCI Thesaurus.
In one instance, data were found to be systematically excluded from the analysis of the primary outcome in the original report (recurrence occurring by three months after surgery).
Levels of missing data were also very variable between studies: for instance, data were missing for 77% of Bangladesh data on whether boiled thread was used to tie the cord compared to 32% for Eastern India.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com