Table 4.
Outpatient ML Results With Nonsignificant Biomarkers
| Biomarkers | Average AUC | AUC Standard Deviation |
|---|---|---|
| IL8, MMP3, osteocalcin | 0.839583333 | 0.121048659 |
| IL35, MMP3, sIL-6Ra | 0.8225 | 0.116147655 |
| IL35, MMP3, osteocalcin | 0.815 | 0.079652021 |
| IL35, MMP3, sTNF-R1 | 0.815 | 0.108288452 |
| IL8, osteocalcin, sTNF-R1 | 0.811666667 | 0.10786437 |
| IL8, IL35, MMP3 | 0.808333333 | 0.153319746 |
| IL8, osteocalcin, sIL-6Ra | 0.8025 | 0.125626209 |
| IL8, osteocalcin | 0.795 | 0.118772659 |
| IL35, osteocalcin, sTNF-R1 | 0.789166667 | 0.067371276 |
| GM-CSF, IL8, osteocalcin | 0.7875 | 0.102401714 |
| IL35 | 0.560833333 | 0.210824275 |
| Osteocalcin | 0.56 | 0.233907033 |
| sIL-6Ra | 0.506666667 | 0.136437817 |
| MMP3 | 0.490833333 | 0.257099203 |
| IL8 | 0.486666667 | 0.14713467 |
| GM-CSF | 0.415 | 0.162373883 |
| sTNF-R1 | 0.405833333 | 0.123113543 |
Abbreviations: AUC, area under the receiver operating characteristics curve; FGF, fibroblast growth factor; GM-CSF, granulocyte-macrophage colony-stimulating factor; IL, interleukin; ML, machine learning; MMP, matrix metalloproteinase; sIL-6Ra, soluble interleukin 6 receptor alpha; sTNF, soluble tumor necrosis factor.