Factors | Bias | FP likelihood | FN likelihood | |||
P value | Coefficient | P value | OR | P value | OR | |
Gender | 0.735 | −0.076 (−0.514 to 0.363) | 0.579 | 0.863 (0.512 to 1.453) | 0.938 | 1.055 (0.272 to 4.098) |
Age | 0.017 | −0.016 (−0.029 to −0.003) | 0.261 | 1.010 (0.992 to 1.029) | 0.062 | 1.038 (0.998 to 1.080) |
Smoking status | 0.089 | 0.528 (−0.081 to 1.136) | 0.933 | 1.032 (0.496 to 2.146) | 0.007 | 0.121 (0.026 to 0.560) |
PAD status | 0.672 | −0.121 (−0.680 to 0.439) | 0.736 | 1.115 (0.593 to 2.098) | 0.080 | 7.872 (0.779 to 79.58) |
FSP | <0.001 | −0.455 (−0.639 to −0.279) | 0.071 | 1.263 (0.980 to 1.628) | 0.006 | 0.344 (0.161 to 0.735) |
Device model | <0.001 | 0.309 (0.167 to 0.451) | 0.013 | 0.801 (0.672 to 0.953) | 0.014 | 1.511 (1.087 to 2.100) |
Ref. spO2 | <0.001 | −0.155 (−0.209 to −0.100) | <0.001 | 0.694 (0.613 to 0.785) | <0.001 | 2.415 (1.604 to 3.636) |
Bias results are from multiple regression analysis. FP and FN likelihood results are from binary logistic regression analysis. Significant p values are shown in bold. 95% CIs are shown in parentheses after coefficient and OR values.
FSP, Fitzpatrick Skin Pigmentation; PAD, peripheral arterial disease; spO2, oxygen saturation.