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All-cause mortality at 4 weeks was not significantly different between the appropriate empirical therapy group (9 cases) and the inappropriate group (20 cases) in this study.
Knowledge of assignment could lead to the exclusion of certain patients depending on their prognosis because they could have been allocated to the perceived inappropriate group.
Unfortunately, the term "bias" in "spectrum bias" may be misleading, as "bias" usually refers to the lack of validity of results due to inadequate study design (e.g. using a diagnostic case-control design to select patients rather than a diagnostic cohort design) and inadequate spectrum selection (e.g. by assessing an inappropriate group of patients given the study objective) [ 14, 21].
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One of the main reasons for such structural deterioration is inappropriate grouping of source code classes in software packages.
Third, be selective about who you invite to join your networks and avoid joining frivolous or inappropriate groups.
However, the combination and monotherapy groups, appropriate and inappropriate groups, and delay and early groups were generally comparable, and severity of illness as measured by APACHE II were not different.
Such an approach may lead to inappropriate grouping of areas studied, since the dispersion of radionuclides is generally not isotropic and does not decrease linearly with the distance, while the dose levels are not equal for all sites.
The lack of knowledge, misconceptions, and the poor level of risk factor control are attributed to ineffective prevention programs and to confusing educative messages addressed to inappropriate groups of the population[ 16].
In order to minimize the possibility of inappropriate grouping of covariant, the sample was stratified by age (45 to 60 years and 60 to 80 years), gender (male and female), and Brunnstrom stage (I, II, or IV).
To avoid inappropriate grouping of potentially distinct groups of genes, we initially used the maximum number (n = 9) of clusters for maSigPro, followed by paring down to six clusters based on similar expression patterns of three pairs of clusters (the original nine clusters are shown in Figure S3).
Testing for the wrong hypothesis, errant study design, using the wrong agent, focusing on an inappropriate target group, excessive expectations, and uncontrolled variables have potentially obscured the real efficacy such agents might have to offer.
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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