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The vector of weights derived from the evaluation using DEA is not unique.
The second set of parameters is derived from the evaluation of the Radon transform, as computed along eight axes.
It should be noted that we consider the optimal values for n, k and q that were derived from the evaluation of the prediction model (n = 30, k = 10, q = 10) in the single-node test system.
A multiple comparison correction is appropriate whenever a single conclusion is derived from the evaluation of multiple tests.
The choice for this PEG-based hydrogel compound was derived from the evaluation of biocompatibility, residence time and costs as discussed by Susil et al. [ 15].
This study reports on the effects of the implementation of this programme on process, intermediate and final outcome indicators as derived from the evaluation model.
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Critical thresholds of changes in CIpc compared to CItd(base) derived from the evaluation-collective were confirmed as predictors of the bias CItd-CIpc in the validation-collective.
To assess the potential practical use of these thresholds derived from the evaluation-collective in the validation-collective, we compared the 8 h percentage-error of patients in the validation-collective staying within and without these critical thresholds.
Relative changes of CIpc compared to CItd(base) exceeding thresholds derived from the evaluation-collective (-11.6% < CIpc-CItd(base)/CItd(base) < 7.4%) were confirmed as significant predictors of a bias |CItd-CIpc| ≥ 20% in the validation-collective.
E.g. a model derived from the evaluation-collective including changes in CIpc-CItd(base) and in dPmax slightly improved ROC-AUC regarding relative bias exceeding ≥15% in the evaluation-collective (AUC 0.883 vs. 0.857) as well as in the validation-collective (0.761 vs. 0.720).
Predictors of bias exceeding critical thresholds derived from the evaluation-collective were analysed in the validation-collective based on ROC- and percentage-error-analysis. All statistical analyses were performed by statistician co-author TS using IBM SPSS Statistics 21 (SPSS Inc., Chicago, IL, USA).
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