Table 2. Performance metrics of diagnostic models in training and validation cohorts.

Model	Train AUC	Train Sensitivity	Train Specificity	Boot AUC	Boot Sensitivity	Boot Specificity	CV10 AUC
GLM	0.985	0.973	0.952	0.987 ± 0.008	0.988 ± 0.018	0.954 ± 0.035	0.982
RF	0.9533	0.963	0.929	0.986 ± 0.011	0.987 ± 0.010	0.972 ± 0.022	0.962
LASSO	0.9854	0.995	0.929	0.987 ± 0.008	0.986 ± 0.021	0.951 ± 0.036	0.979
XGB	0.9997	0.995	1	1.000 ± 0.000	0.999 ± 0.002	1.000 ± 0.000	0.966