Clinical | Methods | Training dataset | Validation dataset | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
feature | Intercept | P | Slope | P | Model P | Intercept | P | Slope | P | Model P | |
BMI | Observed | 0.681 | Ref. | 0.009 | Ref. | Ref. | 0.913 | Ref. | 0.003 | Ref. | Ref. |
MRM | 0.669 | 0.491 | 0.011 | 0.390 | 0.690 | 0.909 | 0.800 | 0.003 | 0.959 | 0.950 | |
OLS | 0.686 | 0.720 | 0.008 | 0.615 | 0.881 | 0.879 | 0.014 | 0.002 | 0.724 | < 0.001 | |
EPM | 0.610 | < 0.001 | 0.011 | 0.525 | < 0.001 | 0.853 | < 0.001 | 0.003 | 0.995 | < 0.001 | |
Viral load | Observed | 0.683 | Ref. | −0.024 | Ref. | Ref. | 0.935 | Ref. | 0.002 | Ref. | Ref. |
MRM | 0.675 | 0.625 | −0.028 | 0.534 | 0.824 | 0.921 | 0.507 | −0.004 | 0.491 | 0.783 | |
OLS | 0.687 | 0.796 | −0.022 | 0.742 | 0.947 | 0.891 | 0.027 | −0.002 | 0.631 | 0.001 | |
EPM | 0.613 | < 0.001 | −0.028 | 0.537 | < 0.001 | 0.866 | 0.001 | −0.002 | 0.589 | < 0.001 |