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The tagging and data extraction is done by technology from NStein, the sentiment analysis is provided by Lexalytics, and ReelTwo does the categorization.
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All data extraction was done via SAS procedures, with most extracted frequencies and tables of data values exported to.csv (comma-separated value) or.xls (Excel spreadsheet) files.
Data extraction was done by two investigators (LT and HS).
Quality assessment and data extraction were done according to the Cochrane risk of bias tool and recommendations.
Microarray handling and data extraction was done at the Interdisciplinary Center for Biotechnology Research ICBRR) at the University of Florida according to the One-Color Microarray-Based Gene Expression Analysis (Quick Amp Labeling) Protocol (version 5.7).
All stages of study selection and data extraction were done by one of three reviewers (RW, SR or MB) and checked independently by a second reviewer (RW, SR or MB).
Data extraction was done unblinded.
Data extraction were done with the microarray analysis software.
Data extraction was done using a pilot-tested chart.
The study selection and data extraction were done precisely.
Data extraction was done by two reviewers (R.M. and K.P.L).
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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