Table 4.
Performance Statistics for Secondary Selection Models of Upstaging.
Performance Statistics* | AS Candidate Selection Model | |
---|---|---|
NCCN + TMPRSS2:ERG | NCCN + Secretion Capacity | |
Sensitivity | 66.67 % (95% CI: 38.41 % to 88.05 %) | 93.33 % (95% CI: 67.98 % to 98.89 %) |
Specificity | 84.08 % (95% CI: 78.27 % to 88.85 %) | 55.72 % (95% CI: 48.56 % to 62.71 %) |
Positive Predictive Value | 23.81 % (95% CI: 12.07 % to 37.45 %) | 13.59 % (95% CI: 7.64 % to 21.76 %) |
Negative Predictive Value | 97.13 % (95% CI: 93.42 % to 99.05 %) | 99.12 % (95% CI: 95.15 % to 99.85 %) |
5-fold cross validation | 92.8% (95% CI: 91.3 to 94.3%) | 92.9% (95% CI: 91.4 to 94.4%) |
Parameters determined at ROC cutoff value for each model: 0.0961 for NCCN + TMPRSS2:ERG model, and 0.048 for the NCCN + Secretion Capacity Model.