From: Measuring the impact of screening automation on meta-analyses of diagnostic test accuracy
Triggered | Effort | Recall | L2 loss | Sensitivity loss | Specificity loss | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Criterion type | Criterion | MA | SR | abs | perc | mean | lb | ub | mean | lb | ub | ||
Ranked | |||||||||||||
Retrospective | Recall (95%) | 41 | 1 | 5494.122 | 0.489 | 0.960 | 0.001 | 0.001 | 0.001 | 0.001 | 0.000 | 0.000 | 0.000 |
Knee/elbow | 314 | 30 | 120.752 | 0.047 | 0.299 | 0.056 | 0.040 | 0.174 | 0.086 | 0.029 | 0.221 | 0.038 | |
Loss/effort (0.02/1000) | 314 | 30 | 259.570 | 0.104 | 0.527 | 0.023 | 0.018 | 0.140 | 0.053 | 0.010 | 0.170 | 0.026 | |
Loss/effort (0.015/1000) | 314 | 30 | 271.589 | 0.108 | 0.539 | 0.022 | 0.018 | 0.136 | 0.052 | 0.009 | 0.168 | 0.025 | |
Loss/effort (0.01/1000) | 314 | 30 | 297.064 | 0.113 | 0.546 | 0.021 | 0.016 | 0.136 | 0.049 | 0.009 | 0.166 | 0.023 | |
Prospective | Found/effort (1/500) | 277 | 30 | 811.220 | 0.268 | 0.770 | 0.012 | 0.008 | 0.011 | 0.014 | 0.006 | 0.020 | 0.003 |
Found/effort (1/1000) | 254 | 22 | 1338.465 | 0.386 | 0.783 | 0.007 | 0.005 | 0.006 | 0.005 | 0.003 | 0.007 | 0.002 | |
Found/effort (1/2000) | 174 | 17 | 2330.448 | 0.424 | 0.815 | 0.002 | 0.002 | 0.002 | 0.002 | 0.001 | 0.002 | 0.000 | |
Relevant found (n= 20) | 41 | 1 | 162.732 | 0.050 | 0.565 | 0.023 | 0.020 | 0.026 | 0.022 | 0.007 | 0.014 | 0.008 | |
Relevant found (n= 15) | 57 | 3 | 140.000 | 0.039 | 0.534 | 0.029 | 0.024 | 0.029 | 0.026 | 0.010 | 0.020 | 0.011 | |
Relevant found (n= 10) | 96 | 4 | 109.042 | 0.044 | 0.529 | 0.031 | 0.024 | 0.039 | 0.028 | 0.013 | 0.027 | 0.014 | |
Displacement MA2 (0.005) | 35 | 0 | 344.714 | 0.086 | 0.667 | 0.014 | 0.012 | 0.015 | 0.012 | 0.005 | 0.011 | 0.005 | |
Displacement MA2 (0.010) | 57 | 2 | 280.000 | 0.065 | 0.578 | 0.018 | 0.016 | 0.021 | 0.018 | 0.005 | 0.013 | 0.008 | |
Displacement MA2 (0.015) | 74 | 3 | 205.189 | 0.059 | 0.538 | 0.024 | 0.019 | 0.030 | 0.021 | 0.008 | 0.018 | 0.012 | |
Displacement MA2 (0.020) | 91 | 4 | 124.099 | 0.044 | 0.511 | 0.029 | 0.024 | 0.034 | 0.025 | 0.010 | 0.022 | 0.013 | |
Displacement LOOCV (0.005) | 42 | 0 | 131.667 | 0.050 | 0.538 | 0.021 | 0.019 | 0.030 | 0.016 | 0.006 | 0.017 | 0.008 | |
Displacement LOOCV (0.010) | 90 | 3 | 192.356 | 0.054 | 0.461 | 0.030 | 0.026 | 0.038 | 0.025 | 0.010 | 0.021 | 0.013 | |
Displacement LOOCV (0.015) | 130 | 5 | 161.923 | 0.063 | 0.427 | 0.035 | 0.028 | 0.042 | 0.030 | 0.013 | 0.029 | 0.015 | |
Displacement LOOCV (0.020) | 152 | 5 | 172.947 | 0.053 | 0.370 | 0.042 | 0.034 | 0.054 | 0.034 | 0.016 | 0.033 | 0.019 | |
Randomized | |||||||||||||
Retrospective | Recall (95%) | 36 | 1 | 6956.583 | 0.961 | 0.959 | 0.002 | 0.002 | 0.002 | 0.002 | 0.000 | 0.001 | 0.000 |
Knee/elbow | 314 | 30 | 1658.322 | 0.299 | 0.203 | 0.064 | 0.042 | 0.208 | 0.103 | 0.039 | 0.228 | 0.051 | |
Loss/effort (0.02/1000) | 309 | 27 | 1315.816 | 0.351 | 0.264 | 0.047 | 0.036 | 0.269 | 0.101 | 0.022 | 0.333 | 0.049 | |
Loss/effort (0.015/1000) | 309 | 27 | 1429.359 | 0.364 | 0.285 | 0.043 | 0.033 | 0.249 | 0.097 | 0.020 | 0.309 | 0.046 | |
Loss/effort (0.01/1000) | 309 | 27 | 1552.871 | 0.390 | 0.313 | 0.040 | 0.030 | 0.237 | 0.093 | 0.018 | 0.299 | 0.043 | |
Prospective | Found/effort (1/500) | 218 | 16 | 1854.106 | 0.374 | 0.169 | 0.112 | 0.073 | 0.329 | 0.143 | 0.063 | 0.418 | 0.061 |
Found/effort (1/1000) | 151 | 10 | 2942.583 | 0.465 | 0.237 | 0.097 | 0.062 | 0.268 | 0.113 | 0.055 | 0.338 | 0.045 | |
Found/effort (1/2000) | 68 | 6 | 5097.559 | 0.493 | 0.272 | 0.082 | 0.052 | 0.239 | 0.083 | 0.042 | 0.294 | 0.022 | |
Relevant found (n= 20) | 41 | 1 | 5106.000 | 0.574 | 0.565 | 0.022 | 0.018 | 0.023 | 0.021 | 0.008 | 0.013 | 0.010 | |
Relevant found (n= 15) | 57 | 3 | 4288.070 | 0.550 | 0.534 | 0.024 | 0.020 | 0.026 | 0.025 | 0.010 | 0.015 | 0.013 | |
Relevant found (n= 10) | 93 | 4 | 3275.194 | 0.537 | 0.517 | 0.032 | 0.024 | 0.039 | 0.028 | 0.015 | 0.025 | 0.016 | |
Displacement MA2 (0.005) | 33 | 0 | 6478.970 | 0.663 | 0.644 | 0.016 | 0.014 | 0.017 | 0.014 | 0.006 | 0.011 | 0.009 | |
Displacement MA2 (0.010) | 54 | 2 | 4395.889 | 0.537 | 0.519 | 0.023 | 0.019 | 0.027 | 0.021 | 0.009 | 0.016 | 0.012 | |
Displacement MA2 (0.015) | 74 | 3 | 4103.730 | 0.533 | 0.505 | 0.025 | 0.021 | 0.030 | 0.023 | 0.010 | 0.017 | 0.011 | |
Displacement MA2 (0.020) | 87 | 4 | 3478.276 | 0.509 | 0.485 | 0.026 | 0.022 | 0.034 | 0.024 | 0.010 | 0.020 | 0.013 | |
Displacement LOOCV (0.005) | 40 | 1 | 5525.525 | 0.557 | 0.537 | 0.017 | 0.014 | 0.020 | 0.014 | 0.008 | 0.014 | 0.007 | |
Displacement LOOCV (0.010) | 87 | 3 | 3928.483 | 0.498 | 0.454 | 0.027 | 0.022 | 0.037 | 0.022 | 0.009 | 0.022 | 0.011 | |
Displacement LOOCV (0.015) | 130 | 4 | 2902.831 | 0.475 | 0.415 | 0.038 | 0.031 | 0.048 | 0.030 | 0.014 | 0.032 | 0.015 | |
Displacement LOOCV (0.020) | 154 | 5 | 2808.455 | 0.453 | 0.396 | 0.041 | 0.035 | 0.051 | 0.034 | 0.014 | 0.035 | 0.016 |