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The contributed data were checked for completeness and with logical queries and any missing or unclear information was clarified through communication with the contributing investigators.
This information was clarified from patient notes.
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Discrepancies and omissions in the clinical information were clarified with the clinical team.
Strict quality control measures were implemented at every step during the survey from the checking of the returned questionnaires to the checking of data entry, for example, completed surveys were reviewed and fields with missing information were clarified by site interviewers.
Upon transcription, basic demographic information about the informants was clarified.
By understanding who your data users and producers are and linking them to each other's work, ownership of data is clarified, the information cycle is strengthened, data-informed decisions are made, and the value of data in relation to program improvement becomes clear (11, 16, 17, 22– 22).
The structural information of synthesized product was clarified using LC-ESI-MS, FT-IR, 1H and 13C NMR analysis, and process parameters for high yield of D-isoascorbyl palmitate were optimized by using One factor-at-a-time experiments and respOne factor-at-a-timelOne factor-at-a-time
The written information for each section was clarified by discussion with the investigator, to more closely resemble 'real life' consultations.
The information given in the questionnaire was clarified with each subject in the ensuing interview by one of the authors (FG).
The study had several limitations, firstly the analysis is retrospective from patient data files and original patient information cannot be clarified or verified.
However, little information has been clarified on their role in lymphatic invasion of this intractable disease.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com