Table I.
Parameters estimated for CMDRM-MRT, FMDRM-MRT and MDRM using EMR and FAERS dataset. {π1, π2, π3, π4, π5, π6} are the proportions of 2 way to 6 way drug combinations that follow drug-count response component. c is the maximum Myopathy risk.
| a. | |||
|---|---|---|---|
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| Dataset | EMR | ||
|
| |||
| Parameter | CMDRM-MRT [95%CI] | FMDRM-MRT [95% CI] | MDRM [95% CI] |
| π1 | - | 0.869 [0.858, 0.880] | 0.929 [0.920, 0.939] |
| π2 | 0.667 [0.564, 0.770] | 0.869 [0.858, 0.880] | 0.929 [0.920, 0.939] |
| π3 | 0.726 [0.683, 0.768] | 0.869 [0.858, 0.880] | 0.929 [0.920, 0.939] |
| π4 | 0.823 [0.801, 0.845] | 0.869 [0.858, 0.880] | 0.929 [0.920, 0.939] |
| π5 | 0.904 [0.890, 0.919] | 0.869 [0.858, 0.880] | 0.929 [0.920, 0.939] |
| π6 | 0.937 [0.920, 0.952] | 0.869 [0.858, 0.880] | 0.929 [0.920, 0.939] |
| c | 0.448 [0.441, 0.456] | 0.460 [0.443, 0.478] | - |
| β0 | −1.084 [−1.107, −1.060] | −1.120 [−1.168, −1.072] | −2.269 [−2.284, −2.254] |
| β1 | 0.843 [0.820, 0.866] | 0.810 [0.767, 0.853] | −1.908 [−1.926, −1.889] |
| β2 | - | - | 0.304 [0.298, 0.309] |
| b. | |||
|---|---|---|---|
|
| |||
| Dataset | FAERS | ||
|
| |||
| Parameter | CMDRM-MRT [95% CI] | FMDRM-MRT [95% CI] | MDRM [95% CI] |
| π1 | - | 0.798 [0.791, 0.805] | 0.675 [0.667, 0.684] |
| π2 | 0.532 [0.423, 0.641] | 0.798 [0.791, 0.805] | 0.675 [0.667, 0.684] |
| π3 | 0.781 [0.742, 0.821] | 0.798 [0.791, 0.805] | 0.675 [0.667, 0.684] |
| π4 | 0.808 [0.788, 0.827] | 0.798 [0.791, 0.805] | 0.675 [0.667, 0.684] |
| π5 | 0.790 [0.778, 0.803] | 0.798 [0.791, 0.805] | 0.675 [0.667, 0.684] |
| π6 | 0.803 [0.793, 0.813] | 0.798 [0.791, 0.805] | 0.675 [0.667, 0.684] |
| c | 0.999 [0.989, 1.000] | 0.999 [0.991, 1.000] | - |
| β0 | −2.554 [−2.567, −2.541] | −2.562 [−2.579, −2.546] | −1.594 [−1.605, −1.583] |
| β1 | 0.695 [0.691, 0.699] | 0.697 [0.693, 0.700] | −3.874 [−3.886, −3.862] |
| β2 | - | - | 0.881 [0.877, 0.884] |