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Future research should focus on specific theory-driven predictors rather than on general psychological symptoms.
BACKGROUND: : Although patient-reported health-related quality of life (HRQOL) is known to predict health services utilization, most risk assessment systems use provider-reported diagnoses as predictors rather than HRQOL.
First, at each node, a best split is chosen from a random subset of the predictors rather than all of them.
This intriguing property is due to the fact that CPORT adds predictions from various interface predictors (rather than combining their scores), so that the predicted interface is small when the underlying interface predictors agree well, indicating a strong signal for the possible binding site.
These are viewed as predictors rather than aspects of burden [ 18].
We use epitope predictors rather than lists of known CTL epitopes, as the predicted epitopes are less influenced by an 'attention bias' than experimentally defined CTL epitopes.
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Therefore, we opted for a consensus strategy, selecting residues that are predicted by one or another predictor, rather than combining them into a new score.
Similarly, SOC may be a predictor rather than an outcome of smoking.
Fourth, we used the prescribed dose of risperidone as a predictor rather than risperidone serum concentration.
In the multivariate analyses, we used the composite DAS-28 score as a potential predictor rather than its individual components.
If the latter, it would be expected to be a dependant variable within an organ system failure score, and therefore a univariate predictor rather than a multivariate predictor.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com