Table 8.
Conventional model evaluation metrics for the previously developed pediatric clindamycin PBPK model [9]
Variable | 1 month–2 years | 2–6 years | 6–18 years | All |
---|---|---|---|---|
Number of subjects | 10 | 6 | 13 | 29 |
Number of PK samples | 48 | 37 | 72 | 157 |
ME (mcg/mL) | −0.82 | 1.7 | 0.06 | 0.18 |
RMSE (mcg/mL) | 4.2 | 5.68 | 6.45 | 5.66 |
AFE | 1.31 | 0.73 | 0.98 | 1.00 |
AAFE | 1.84 | 1.76 | 2.14 | 1.95 |
Number of samples outside the model’s 90 PI (N [%]) | 3 (6.25 %) | 6 (16.22 %) | 27 (37.5%)* | 36 (22.93 %)a,* |
ME, mean error; RMSE, root mean squared error; AFE, average fold-error; AAFE, average absolute fold-error; PBPK, physiologically-based pharmacokinetic; PI, prediction interval.
Summary of age-segmented analyses.
Proportion of observed data exceeding model’s 90% PI is statistically greater than 0.10 (p-value<0.05, exact binomial test)