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For most adult children of this sample, the outcome of this contemplation process seems to be not only burdensome but also a positive (learning and self-enriching) experience.
We obtained the results as in Table 5, in which we show the mean, median and standard deviations of the results obtained by comparing, both for the BFS and the uniform sample, the outcome of the clustering processes according to the two different algorithms (i.e., FNCA and LPA).
In the latter sample, the outcome also differed significantly for the "moderate" outcome group.
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In two samples, the outcome shows that RRsoy can be present (integer quotient; S2 and S3), in one sample no GMsoy can be detected (S1).
In 12 samples the outcome was undetermined as both methods found the same number of different parasites but without giving identical results.
Kappa values ranged from 0 (poor agreement) to 0.84 (good agreement), indicating that, for many samples, the outcome of the immunoblot is highly dependent on the choice of manufacturer (Table 3).
For estimation of the number of false negative samples the outcome of a negative binomial distribution with parameters (s,p), where s = number of test-positive herds + 1 and p = sensitivity was used [ 9].
Another approach to assess calibration when IPD are not available is a direct comparison between the outcomes distribution (frequencies) in the original derivation sample and the outcome distribution in validation samples.
In no sample was the outcome of the test dubious.
Therefore, further research is needed in controlled studies with respect to the intervention, the sample and the outcome measures used.
Additionally, logistic regression models featuring inclusion in the study sample as the outcome were fitted to assess potential selection bias.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com