TABLE 2.
Proportions of selecting each dose regimen as the MTD‐regimen over the 1000 trials in the six main toxicity scenarios. For each scenario, the marginal probabilities of dose limiting toxicity (DLT), cytokine release syndrome (CRS), and other DLT (DLTo) are defined, and the association between the CRS and DLTo is represented by the average risk ratio (RR). Results are presented for the three joint approaches (DRtox_indep, DRtox_copula, and DRtox_cond) and the continual reassessment method (CRM). The proportions of correct selection (PCS) of the MTD‐regimen are represented in bold
Scenario | Set | RR | Method |
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1 | A | 1.85 |
|
0.10 | 0.14 | 0.18 | 0.30 | 0.45 | 0.60 | |||||||
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0.05 | 0.07 | 0.1 | 0.18 | 0.22 | 0.30 | ||||||||||
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0.06 | 0.08 | 0.1 | 0.17 | 0.34 | 0.50 | ||||||||||
DRtox_indep | 0 | 4 | 24 | 55 | 16 | 2 | ||||||||||
DRtox_copula | 0 | 2 | 20 | 55 | 20 | 3 | ||||||||||
DRtox_cond | 0 | 3 | 25 | 55 | 16 | 2 | ||||||||||
Logistic CRM | 0 | 4 | 22 | 46 | 22 | 5 | ||||||||||
2 | A | 5.91 |
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0.10 | 0.13 | 0.18 | 0.30 | 0.42 | 0.53 | |||||||
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0.07 | 0.10 | 0.13 | 0.22 | 0.28 | 0.36 | ||||||||||
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0.04 | 0.07 | 0.10 | 0.21 | 0.39 | 0.52 | ||||||||||
DRtox_indep | 0 | 4 | 27 | 48 | 16 | 3 | ||||||||||
DRtox_copula | 0 | 3 | 17 | 52 | 24 | 5 | ||||||||||
DRtox_cond | 0 | 3 | 23 | 52 | 18 | 4 | ||||||||||
Logistic CRM | 0 | 4 | 18 | 42 | 26 | 10 | ||||||||||
3 | A | 1.81 |
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0.11 | 0.15 | 0.18 | 0.30 | 0.45 | 0.59 | |||||||
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0.03 | 0.05 | 0.07 | 0.13 | 0.16 | 0.23 | ||||||||||
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0.08 | 0.11 | 0.13 | 0.22 | 0.39 | 0.54 | ||||||||||
DRtox_indep | 1 | 3 | 22 | 57 | 15 | 2 | ||||||||||
DRtox_copula | 1 | 2 | 16 | 58 | 20 | 2 | ||||||||||
DRtox_cond | 1 | 3 | 22 | 58 | 15 | 2 | ||||||||||
Logistic CRM | 1 | 5 | 22 | 48 | 19 | 5 | ||||||||||
4 | A | 1.90 |
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0.09 | 0.13 | 0.17 | 0.30 | 0.44 | 0.59 | |||||||
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0.07 | 0.10 | 0.13 | 0.23 | 0.29 | 0.37 | ||||||||||
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0.03 | 0.04 | 0.06 | 0.12 | 0.27 | 0.43 | ||||||||||
DRtox_indep | 0 | 3 | 24 | 56 | 14 | 2 | ||||||||||
DRtox_copula | 0 | 2 | 19 | 56 | 20 | 4 | ||||||||||
DRtox_cond | 0 | 3 | 24 | 55 | 15 | 2 | ||||||||||
Logistic CRM | 0 | 4 | 20 | 46 | 23 | 7 | ||||||||||
5 | A | 1.97 |
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0.03 | 0.04 | 0.05 | 0.11 | 0.17 | 0.30 | |||||||
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0.02 | 0.03 | 0.05 | 0.09 | 0.11 | 0.17 | ||||||||||
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0.00 | 0.01 | 0.01 | 0.02 | 0.08 | 0.18 | ||||||||||
DRtox_indep | 0 | 0 | 0 | 4 | 29 | 67 | ||||||||||
DRtox_copula | 0 | 0 | 0 | 3 | 20 | 77 | ||||||||||
DRtox_cond | 0 | 0 | 0 | 4 | 29 | 67 | ||||||||||
Logistic CRM | 0 | 0 | 0 | 2 | 21 | 77 | ||||||||||
6 | B | 1.70 |
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0.16 | 0.30 | 0.43 | 0.55 | 0.73 | 0.86 | |||||||
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0.09 | 0.17 | 0.25 | 0.33 | 0.38 | 0.48 | ||||||||||
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0.08 | 0.18 | 0.29 | 0.41 | 0.67 | 0.84 | ||||||||||
DRtox_indep | 20 | 64 | 15 | 1 | 0 | 0 | ||||||||||
DRtox_copula | 14 | 63 | 21 | 2 | 0 | 0 | ||||||||||
DRtox_cond | 19 | 65 | 15 | 1 | 0 | 0 | ||||||||||
Logistic CRM | 17 | 56 | 24 | 3 | 0 | 0 |