Research Article
An Adaptive Information Borrowing Platform Design for Testing Drug Candidates of COVID-19
Table 3
Operating characteristics of platform design with optimal screening strategy.
| Scenario | Drug | Hazard ratio | Mean TTCR (T/C) | Prob (optimal) | Pr (early stopping for efficacy) | Pr (early stopping for futility) | | | |
| 1 | 1 | 1 | 5/5 | 0.013 | 0.032 | 0.105 | 186 | 93 | 93 | 2 | 1.5 | 3.33/5 | 0.939 | 0.781 | 0.000 | 125 | 92 | 33 | 3 | 1 | 5/3.33 | 0.000 | 0.000 | 0.916 | 93 | 64 | 29 | 4 | 1 | 5/3.33 | 0.003 | 0.001 | 0.913 | 94 | 67 | 27 | 5 | 1 | 5/3.33 | 0.045 | 0.002 | 0.923 | 90 | 64 | 26 |
| 2 | 1 | 1 | 5/5 | 0.000 | 0.032 | 0.105 | 186 | 93 | 93 | 2 | 1.5 | 3.33/5 | 0.261 | 0.781 | 0.000 | 125 | 92 | 33 | 3 | 2 | 2.5/3.33 | 0.735 | 0.455 | 0.005 | 162 | 115 | 47 | 4 | 1.5 | 3.33/2.5 | 0.004 | 0.001 | 0.599 | 140 | 105 | 35 | 5 | 1 | 5/2.5 | 0.000 | 0.000 | 0.999 | 62 | 40 | 22 |
| 3 | 1 | 1 | 5/5 | 0.000 | 0.032 | 0.105 | 186 | 93 | 93 | 2 | 1.5 | 3.33/5 | 0.153 | 0.781 | 0.000 | 125 | 92 | 33 | 3 | 1.7 | 2.94/3.33 | 0.219 | 0.133 | 0.022 | 185 | 133 | 52 | 4 | 1 | 5/2.94 | 0.000 | 0.000 | 0.992 | 77 | 53 | 24 | 5 | 2 | 2.5/2.94 | 0.628 | 0.360 | 0.005 | 173 | 138 | 35 |
| 4 | 1 | 1 | 5/5 | 0.000 | 0.032 | 0.105 | 186 | 93 | 93 | 2 | 2 | 2.5/5 | 0.997 | 0.999 | 0.000 | 71 | 47 | 24 | 3 | 1.7 | 2.94/2.5 | 0.003 | 0.001 | 0.379 | 164 | 105 | 59 | 4 | 1.5 | 3.33/2.5 | 0.000 | 0.000 | 0.715 | 127 | 95 | 32 | 5 | 1 | 5/2.5 | 0.000 | 0.000 | 1.000 | 56 | 34 | 22 |
| 5 | 1 | 1 | 5/5 | 0.000 | 0.032 | 0.105 | 186 | 93 | 93 | 2 | 1.2 | 4.17/5 | 0.095 | 0.175 | 0.012 | 183 | 141 | 42 | 3 | 1.3 | 3.85/4.17 | 0.227 | 0.219 | 0.021 | 178 | 139 | 39 | 4 | 1.6 | 3.12/3.85 | 0.668 | 0.456 | 0.005 | 159 | 122 | 37 | 5 | 1.2 | 4.17/3.12 | 0.010 | 0.001 | 0.636 | 136 | 101 | 35 |
| 6 | 1 | 1 | 5/5 | 0.000 | 0.032 | 0.105 | 186 | 93 | 93 | 2 | 1.4 | 3.57/5 | 0.000 | 0.611 | 0.000 | 147 | 111 | 36 | 3 | 1.8 | 2.78/3.57 | 0.024 | 0.428 | 0.006 | 162 | 118 | 44 | 4 | 2.2 | 2.27/2.78 | 0.371 | 0.391 | 0.004 | 167 | 125 | 42 | 5 | 2.7 | 1.85/2.27 | 0.605 | 0.349 | 0.007 | 173 | 132 | 41 |
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