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The most likely explanation, however, is that poor predictive power is related to poor prediction of the single items themselves at this early age.
The model has strong predictive power if the CPE value is close to 1; CPE value close to 0.5 indicates that the model has poor predictive power (comparable to random prediction).
Given the poor agreement with other methods, and relatively poor predictive power of a single pre-dialysis measurement in predicting LV hypertrophy, the results of this study also suggest that the current practice guidelines, which advocate the use of pre-dialysis measurements for chronic hemodialysis patients, warrants further study.
We also must note that the poor predictive power seen in infants aged 3 months may be related to the poor prediction of the single items at this age, suggesting that only one neurological examination is an insufficient basis for prognosis, especially at early ages.
The C statistic reports values from 0.5 (indicating no predictive power) to 1.0 (indicating perfect prediction)[ 16] Values of less than 0.7 generally indicate poor predictive power.
As mentioned before, this poor predictive power of geometric singular perturbation theory can be explained by the proximity of the trajectory near the fold F −, throughout its evolution.
Similar(39)
Although some have shown good correlation of interim PET results with long term outcome [ 38– 41], others have shown either no correlation or relatively poor positive predictive power [ 41– 45], limiting the clinical utility of the findings.
With respect to morbidity, the AUC of both the scores gained a poor level of predictive power (AUCs = 0.618 and 0.605, SAPS II and SAPS III, respectively).
The auc value is a poor measure of predictive power in this region of the ROC curve as it measures overall performance.
Since palliative patients are more likely to have poor performance status, the predictive power of the three instruments in the intermediate (category B) and lower (category C) ranges was investigated.
Furthermore, we demonstrated that a SR value of 3 at hour 23 had an even higher predictive power for poor outcome and its presence was associated with a fourfold higher risk to decease.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com