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We need to trial the new, proposed, reformed system to check and prove that it works and avoids the serious stress and misclassification of people that we have already seen, before we start implementing it on a large and vulnerable population," he said.
Mortality was left-censored to control for the potential misclassification of people who were very ill at baseline.
The misclassification of people as not having diabetes may bias results toward the null if people with undiagnosed diabetes consume more medical care than people without diabetes, on average.
Diabetes is commonly undiagnosed, especially among older individuals (41), so the misclassification of people with undetected diabetes or diabetes treated with lifestyle modifications as not having diabetes is likely.
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The possible misclassification of untested people who were classified as HCV-negative may have resulted in underestimating the relative risk of sequelae in HCV-positive subjects.
The NorPD lacks individual information on medication dispensed to people living in nursing homes, leading to systematic misclassification of about 40,000 people at any time as drug non-users.
This was done to minimise misclassification of use among people who received but did not fill the prescription or take the drug.
Moreover, misclassification of some unaffected people as cases and some cases as controls would reduce the exposure difference between the groups, making the estimates more conservative.
Our data based on a random population sample of 4282 individuals examined twice within a 3 month interval showed that measuring serum Tg after an incomplete fast causes a relatively small misclassification of the prevalence of people with high LDL-C or metabolic syndrome.
In terms of measuring improvements in the health status of Indigenous people, misclassification of identity can have a profound effect on health events and outcomes analyses.
Second, in a cohort of half a million people misclassification of exact dates of vital status or migration may occur.
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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