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This suggests that bulk population-derived data, where the amount of expressed exogenous protein is not controlled, must be carefully interpreted to avoid confusing normal physiology with pathological expression levels that turn on the cell stress program ([48]; manuscript in preparation).
The results of the study should be carefully interpreted to avoid assumptions of a cause-effect relationship, as this study was a cross-sectional survey.
From these considerations it can be concluded that patterns of gene expression must be carefully interpreted to avoid confounding treatment effects from other sources of transcriptomic variation.
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Nevertheless, data should be interpreted cautiously to avoid biased evolutionary interpretations due to artificially recombinant molecules [ 23].
If smaller networks are considered, then the results should be interpreted carefully to avoid over confidence.
In their study of a sample of British consumers, Banister and Hogg (2004) found that many consumers wore safe clothing items (e.g., simple clothes, which would be interpreted positively) to avoid censure rather than risky items.
These features included the spectrum of patients, whether index tests and reference standards were evaluated and interpreted independently to avoid incorporation bias, and whether all patients underwent the same reference standards to avoid differential or partial verification bias.
Relationships between other variables are presented in Additional file 1, but it should be remembered that with 23 non-independent variables there are 253 correlations reported, and therefore care should be taken in interpreting correlations to avoid Type 1 errors.
To make the analysis more restrictive and avoid false positives, P<0.01 was interpreted to denote statistical significance.
That constitutional limits can sometimes be avoided or interpreted so as to avoid their effects, and no recourse be available to correct mistaken interpretations and abuses of power, does not, then, imply the absence of constitutional limitation.
Jenkins said that while leverage ratios were a sensible cross-check they were a "much cruder tool" to measure the risks being run by banks than ones traditionally used "and need to be interpreted with care to avoid unintended consequences such as credit restriction and asset quality dilution".
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CEO of Professional Science Editing for Scientists @ prosciediting.com