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"With the API-ification of most data sources out there, access is not the problem — context is.
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Also, except for the polypharmacy deficit, this FI was based on one single data source out of the Electronic Medical Records (EMRs), namely symptoms and diagnoses encoded according to the International Classification of Primary Care ICPCC, [ 62]).
The flexibility of being able to target multiple data sources already out on the web with their GUI is also key to their strategy.
MOB designed the model, identified relevant parameters and data sources, carried out the analyses and wrote the paper.
In doing so we ensure that these measures are directly comparable between the two data sources, ruling out any influence of seasonality.
We also cannot rule out bias arising from the different data sources of cases and controls.
Along with the advancement of the Internet in the last decade, researchers have increasingly identified the web as a research platform and a data source, pointing out its value for labour market analysis.
The best data sources have turned out to be classrooms.
Use large public data sources to figure out where (what demographics, countries, etc).
Record linkage of various data sources was carried out using encrypted NHIs.
This first level of views leads to a denormalization of the data sources, but turned out to be particularly helpful to simplify the GS and to make querying the GS easier since all the properties of important concepts are grouped in the same global class.
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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