Sentence examples for predictions and assessing from inspiring English sources

Furthermore, eTOXlab integrates ADAN, a modern and robust method for the quantifying the reliability of the predictions and assessing the applicability domain of the model.

Risk analysis performed by experts, providing predictions and assessing uncertainties related to the following quantities: o Proportion of successful treatments for patients at the hospital H o Successful treatment of patient L. The risk analyses are carried out according to the approach outlined in the previous section.

Our objectives were to characterize the association between secondary procedures and 30-day outcomes, evaluate the effect of surgical complexity on risk predictions, and assess the influence of surgical complexity on hospital-quality comparisons.

To quantify the reliability of the predictions and assess which parameters are important to achieve a reliable prediction, we implemented a RF approach (Fig. 1c).

We divided the trial populations into quarters of pre-intervention risk on the basis of model predictions and assessed them for discrimination, calibration, Pearson's median skewness coefficient, and the median:mean risk ratio.

To examine whether other factors, besides the presence of high viral load, are responsible for the differential miRNA and mRNA profiles, we selected a number of cellular factors (CCL2, CXCL5, IL6, IL8 and NRGN) from our predictions and assessed their expression between the three groups.

In this last step, a filtering method is sequentially applied to update state and parameter estimates, with the purpose of improving model prediction and assessing the prediction uncertainty.

The aim of this study was to evaluate an eco-hydrological model for nutrient export prediction and assess the impacts of management practices for a cold-climate prairie watershed.

Further, the distribution of alleles found in the Korean patients (Table S9 in Additional file 2) matched the established distribution of alleles in the Korean population; we again found a high correlation between the HLA class I distribution of our predictions and studies assessing HLA class I distribution in the South Korean population, including more frequent A*33, B*54 and C*01.

The proportion of total variation was explained by an age prediction model and assessed by the coefficient of determination (R2).

From highly-simplified models of radiation and convection in a column to state-of-the art models of the general circulation, the course provides a hands-on introduction to modeling tools as a basis for understanding predictions of climate change and assessing their uncertainty.