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Personal data extracted from medical records, stored to enable individual follow-up or future linkage to other data sources, are stored separately from the research data using a unique identifier (SwiSCI ID number).
Observations will be stored as de-identified data, using a unique identifier for each participant.
The OpEDAR data were linked with the cohort data using a unique identifier.
With 300 J/m2 UVB stimulation, uv t) is the Heaviside function, uv t) = 0 for t < 0, and uv t) = 1 for t ≥ 0. Consequently, without UVB stimulation uv t) ≡ 0. The model was scaled to the experimental data using a unique scaling factor for all IKK observations.
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At no point did the researchers have access to identified data from any of the data sources; contact level data were linked using a unique study identifier.
All data are anonymized using a unique, confidential identification number.
The data is linked using a unique patient identifier.
The laboratory data were subsequently linked to the IMA data by a Trusted Third Party TTPP) using a unique identification code.
Generally speaking, key-value data stores are appropriate for scenarios in which applications access a set of data as a whole using a unique value as the key.
All trial data will be identified using a unique trial identification number.
All samples and clinical data will be tracked using a unique research tracking number.
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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