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However, all the above-mentioned resources suffer from a common limitation: they rely completely on the submitted data and do not provide solutions for missing metadata information.
As a consequence, we achieved a 28.5% increase in the missing metadata information (cf. Table 1 for total number of fields) after contacting the authors.
It joins bits of missing metadata information, scattered in public archives and associated publications, into a consistent, easily accessible and regularly updated data resource.
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However, the Prism program gathers metadata — information about patterns and locations of communications — rather than content.
Fig. 1 Metadata information associated with the curated dataset.
The use of metadata tables allows IDs to replace specific fields of metadata information within a results table.
Further, TIFF and PDF files strip out the underlying metadata, information that oftentimes is critical to the requesting party.
Spreadsheet Import: The last type of study-design construction uses tabular CSV metadata that contains a list of subject metadata information in a special format.
The submission form presents metadata information by general information, experiment description and experimental details.
We included the following additional metadata information: age, sex, and treatment type (patient-control).
It is also interactive and provides additional functions such as querying by patient metadata information.
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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