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To be trusted, government data needs to be drawn from reliable sources; in most cases, official records.
For a city to get smarter, all this data needs to be drawn together.
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Our data are obtained from a single patient and her parents; thus, any conclusion needs to be drawn with reasonable caution.
Plans will need to be drawn up.
About 300 more maps need to be drawn.
Conclusions need to be drawn with caution.
Therefore, the observed discrepancy between self-report and objectively (e.g. chemically) validated behavioural data needs to be considered when drawing conclusions from self-report findings.
In order to draw meaningful conclusions from the database the quality of data needs to be validated.
Control of data needs to be returned to the patient.
If the data needed to be processed are drawn from different feature spaces and have different distributions, transfer learning will be a good choice which can intelligently apply knowledge learned previously to solve new problems faster.
18, 19, 71 In conclusion, while these meta-analyses aim to fill the knowledge gap surrounding egg consumption and CVD in patients with diabetes, the limitations in the analysis and underlying data need to be considered before drawing any broad conclusions.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com