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These data were matched such that the single year of data populated the same field for all years in the FAIR Health data.
This created an extreme situation for data populated with zero or a very small number of occurrences.
Secondly, the dependency of our dictionary on data populated in source may come across as a limitation; however, the PI fields (in the source system) that contribute to our dictionary are either mandatory fields to populate (in the source system) or are fields that are highly populated.
These aggregate analyses were subjected to peer review through a conference between the emergency medicine specialists and cardiovascular specialists the day after the CA patient was transported to the hospital, evaluated using the Utstein Style, and the data populated into a database.
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More importantly, this data populates models that predict future events as drug therapy continues.
Once finalised, they were used to code the data, providing us with a detailed and accessible overview of the data populating each theme and subtheme from every respondent.
Initially, the data can flow using local mapping to ICD10, but in time the aspiration is to flow the data nationally in SNOMED and to ensure that this is aligned with the diagnostic data populating the clinic letter.
Similarly, it is assumed that the source data populating the dashboard are of high quality and in a form to be quickly viewed, consumed, modeled, or simulated based on the desired functionality.
Afterward, for road polyline shapefile missing attribute data were populated using data from primary and secondary sources.
If you added a column to your source data, populate that column with the relevant data.
Identified data elements for diagnostic and laboratory data were populated for approximately one third of all patients.
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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