SAMPLE_ID int64 | Cancer_type_grouped_2 string | Cancer_Type2 int64 | Cancer_Type string | Chemo_before_IO (1:Yes; 0:No) int64 | Age float64 | Sex (1:Male; 0:Female) int64 | BMI float64 | Stage (1:IV; 0:I-III) int64 | Stage at IO start string | NLR float64 | Platelets int64 | HGB float64 | Albumin float64 | Drug (1:Combo; 0:PD1/PDL1orCTLA4) int64 | Drug_class string | TMB float64 | FCNA float64 | HED float64 | HLA_LOH int64 | MSI (1:Unstable; 0:Stable_Indeterminate) int64 | MSI_SCORE float64 | Response (1:Responder; 0:Non-responder) int64 | OS_Event int64 | OS_Months float64 | PFS_Event int64 | PFS_Months float64 | RF16_prob float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
8,461 | Bladder | 2 | Others | 1 | 73.845311 | 0 | 22.5 | 1 | IV | 7.6 | 158 | 9.2 | 4.1 | 0 | PD1/PDL1 | 3.9 | 0.0855 | 10.3407 | 0 | 0 | 0.16 | 0 | 1 | 9.067762 | 1 | 3.12115 | 0.223172 |
8,588 | Bladder | 2 | Others | 1 | 68.876112 | 1 | 26.9 | 1 | IV | 19.29 | 176 | 10 | 3.3 | 0 | PD1/PDL1 | 6.9 | 0.0018 | 4.968692 | 0 | 0 | 0.16 | 0 | 1 | 7.195072 | 1 | 2.694045 | 0.107879 |
8,639 | Bladder | 2 | Others | 1 | 38.696783 | 1 | 27.3 | 1 | IV | 1.44 | 147 | 12.6 | 4.4 | 1 | Combo | 23.6 | 0.0826 | 6.850829 | 0 | 0 | 0.26 | 0 | 1 | 12.4846 | 1 | 1.215606 | 0.413048 |
8,738 | Bladder | 2 | Others | 1 | 77.240246 | 1 | 25.7 | 1 | IV | 12.33 | 365 | 8.9 | 3.2 | 0 | PD1/PDL1 | 12.8 | 0.3506 | 3.812155 | 1 | 0 | 1.1 | 0 | 1 | 0.788501 | 1 | 0.788501 | 0.083979 |
8,658 | Bladder | 2 | Others | 1 | 53.514031 | 1 | 21.5 | 1 | IV | 7.64 | 290 | 10.6 | 3.8 | 0 | PD1/PDL1 | 3.9 | 0.0649 | 3.913444 | 0 | 0 | 0.68 | 0 | 1 | 5.979466 | 1 | 1.24846 | 0.126372 |
8,248 | Bladder | 2 | Others | 0 | 63.597536 | 1 | 22 | 1 | IV | 5.64 | 214 | 12.3 | 4.6 | 1 | Combo | 12.8 | 0.0683 | 3.918969 | 0 | 0 | 0 | 1 | 0 | 38.63655 | 0 | 38.406571 | 0.446374 |
8,235 | Bladder | 2 | Others | 1 | 51.383984 | 0 | 21.9 | 1 | IV | 2.56 | 286 | 9.2 | 3.6 | 0 | PD1/PDL1 | 1 | 0.349 | 5.325967 | 0 | 0 | 2 | 0 | 1 | 2.924025 | 1 | 0.525667 | 0.142264 |
8,728 | Bladder | 2 | Others | 1 | 61.880903 | 1 | 27.5 | 1 | IV | 14.29 | 350 | 8.8 | 3.5 | 0 | PD1/PDL1 | 47.2 | 0.0419 | 4.972376 | 0 | 0 | 0 | 0 | 1 | 10.710472 | 1 | 5.913758 | 0.356172 |
8,740 | Bladder | 2 | Others | 1 | 63.986311 | 0 | 24.5 | 1 | IV | 6.27 | 401 | 10.2 | 4 | 0 | PD1/PDL1 | 5.9 | 0.6477 | 4.392265 | 0 | 0 | 1.79 | 0 | 0 | 34.26694 | 1 | 1.182752 | 0.125313 |
8,670 | Bladder | 2 | Others | 1 | 59.575633 | 0 | 28.9 | 1 | IV | 12.5 | 76 | 11.8 | 2.9 | 0 | PD1/PDL1 | 16.7 | 0.0268 | 8.116022 | 0 | 0 | 0.08 | 0 | 1 | 0.295688 | 1 | 0.295688 | 0.18504 |
8,973 | Bladder | 2 | Others | 1 | 49.0705 | 1 | 19.8 | 1 | IV | 7.4 | 284 | 10.7 | 3.9 | 0 | PD1/PDL1 | 6.9 | 0.3597 | 3.67035 | 0 | 0 | 2.56 | 0 | 1 | 1.839836 | 1 | 1.412731 | 0.123669 |
8,428 | Bladder | 2 | Others | 1 | 73.127995 | 1 | 35.3 | 1 | IV | 9 | 200 | 12.5 | 3.7 | 0 | PD1/PDL1 | 1 | 0.3934 | 3.79558 | 0 | 0 | 3.13 | 0 | 1 | 4.76386 | 1 | 1.149897 | 0.117212 |
9,037 | Bladder | 2 | Others | 1 | 62.028747 | 1 | 22.2 | 1 | IV | 4.41 | 281 | 11 | 3.9 | 0 | PD1/PDL1 | 4.9 | 0.0805 | 7.532228 | 0 | 0 | 0.07 | 0 | 1 | 7.359343 | 1 | 2.562628 | 0.160932 |
8,779 | Bladder | 2 | Others | 1 | 67.570157 | 0 | 28.3 | 1 | IV | 4.31 | 219 | 10.3 | 4.2 | 0 | PD1/PDL1 | 8.8 | 0.4193 | 1.946593 | 1 | 0 | 1.15 | 0 | 1 | 1.609856 | 1 | 0.525667 | 0.200891 |
8,830 | Bladder | 2 | Others | 1 | 74.680356 | 0 | 15.8 | 1 | IV | 10.7 | 548 | 8.3 | 3.9 | 0 | PD1/PDL1 | 14 | 0.6043 | 5.349908 | 0 | 0 | 3.71 | 0 | 1 | 14.324435 | 1 | 6.669405 | 0.16819 |
8,438 | Bladder | 2 | Others | 1 | 66.472279 | 1 | 25.3 | 1 | IV | 12.25 | 278 | 9.8 | 3.8 | 0 | PD1/PDL1 | 6.1 | 0.004 | 7.39779 | 0 | 0 | 0 | 0 | 1 | 3.5154 | 1 | 1.149897 | 0.1718 |
8,840 | Bladder | 2 | Others | 1 | 67.827515 | 1 | 23.5 | 1 | IV | 6.91 | 291 | 11.6 | 3.8 | 0 | PD1/PDL1 | 15.8 | 0.1625 | 6.364641 | 0 | 0 | 0.08 | 0 | 1 | 13.50308 | 1 | 1.938398 | 0.211731 |
8,778 | Bladder | 2 | Others | 1 | 54.119097 | 1 | 30.1 | 1 | IV | 1.31 | 160 | 13.6 | 4.3 | 0 | PD1/PDL1 | 4.4 | 0.2494 | 7.569061 | 1 | 0 | 1.18 | 0 | 1 | 21.256674 | 1 | 2.004107 | 0.2329 |
9,175 | Bladder | 2 | Others | 1 | 65.023956 | 1 | 32.7 | 1 | IV | 3.92 | 209 | 8.8 | 4 | 1 | Combo | 16.7 | 0.2815 | 8.001842 | 0 | 0 | 0.3 | 1 | 0 | 23.227926 | 0 | 22.997947 | 0.378949 |
9,233 | Bladder | 2 | Others | 1 | 67.696099 | 1 | 37.4 | 1 | IV | 3.64 | 200 | 11.5 | 4.3 | 0 | PD1/PDL1 | 7.9 | 0.0751 | 7.399632 | 0 | 0 | 0.2 | 1 | 0 | 27.400411 | 0 | 25.954825 | 0.28963 |
8,930 | Bladder | 2 | Others | 1 | 52.668036 | 1 | 27.8 | 1 | IV | 2.56 | 207 | 12.9 | 4.4 | 0 | PD1/PDL1 | 5.3 | 0.7448 | 8.732965 | 0 | 0 | 1.45 | 1 | 0 | 25.199179 | 1 | 23.162218 | 0.31457 |
9,277 | Bladder | 2 | Others | 1 | 79.978097 | 1 | 26.9 | 1 | IV | 1.69 | 136 | 11.1 | 3.6 | 0 | PD1/PDL1 | 21.9 | 0.2081 | 4.441989 | 0 | 0 | 0.42 | 1 | 0 | 21.650924 | 0 | 21.61807 | 0.396207 |
8,626 | Bladder | 2 | Others | 1 | 76.774812 | 1 | 24.4 | 1 | IV | 7 | 253 | 12 | 3.8 | 0 | PD1/PDL1 | 10.8 | 0.4572 | 5.836096 | 0 | 0 | 2.37 | 0 | 1 | 3.5154 | 1 | 1.87269 | 0.173741 |
8,225 | Bladder | 2 | Others | 0 | 69.61807 | 1 | 26.4 | 1 | IV | 1.88 | 252 | 12.2 | 4.4 | 0 | PD1/PDL1 | 8.8 | 0.0382 | 7.044199 | 0 | 0 | 0 | 0 | 1 | 2.365503 | 1 | 1.839836 | 0.381361 |
9,234 | Bladder | 2 | Others | 1 | 79.263518 | 1 | 23.1 | 1 | IV | 2.06 | 175 | 11.9 | 4.3 | 0 | PD1/PDL1 | 8.8 | 0.1505 | 7.957643 | 0 | 0 | 0.08 | 0 | 0 | 22.110883 | 0 | 22.110883 | 0.243906 |
8,861 | Bladder | 2 | Others | 1 | 60.577687 | 0 | 37.3 | 1 | IV | 4.5 | 271 | 11.1 | 3.6 | 0 | PD1/PDL1 | 0 | 0 | 7.029466 | 0 | 0 | 0 | 0 | 1 | 22.275154 | 1 | 6.2423 | 0.224253 |
9,084 | Bladder | 2 | Others | 1 | 58.212183 | 1 | 35 | 1 | IV | 4.23 | 199 | 12.5 | 4.1 | 0 | PD1/PDL1 | 6.1 | 0.2646 | 7.423573 | 0 | 0 | 0.52 | 0 | 1 | 14.258727 | 1 | 1.149897 | 0.238192 |
9,368 | Bladder | 2 | Others | 1 | 76.971937 | 0 | 31 | 1 | IV | 3.06 | 127 | 10.6 | 3.4 | 1 | Combo | 9.7 | 0.1672 | 6.35175 | 0 | 0 | 0.27 | 0 | 1 | 2.069815 | 1 | 0.854209 | 0.135303 |
8,903 | Bladder | 2 | Others | 1 | 62.310746 | 1 | 33.1 | 1 | IV | 3.13 | 276 | 13.8 | 4.2 | 0 | PD1/PDL1 | 14.9 | 0.0162 | 5.3186 | 0 | 0 | 0.06 | 0 | 1 | 27.531828 | 1 | 3.811088 | 0.378231 |
9,244 | Bladder | 2 | Others | 1 | 54.557153 | 0 | 38.7 | 1 | IV | 2 | 334 | 10.4 | 3.9 | 0 | PD1/PDL1 | 7 | 0.1933 | 6.423573 | 1 | 0 | 0.07 | 0 | 1 | 7.589322 | 1 | 0.952772 | 0.226221 |
9,485 | Bladder | 2 | Others | 0 | 63.739904 | 0 | 24.6 | 1 | IV | 2.35 | 310 | 12.7 | 4.3 | 0 | PD1/PDL1 | 22.8 | 0.4056 | 5.222836 | 0 | 0 | 0.93 | 0 | 0 | 24.377823 | 0 | 24.377823 | 0.476909 |
9,224 | Bladder | 2 | Others | 1 | 70.485969 | 1 | 23.1 | 1 | IV | 8.14 | 257 | 8.9 | 3.9 | 0 | PD1/PDL1 | 4.4 | 0.3116 | 4.392265 | 0 | 0 | 0.67 | 0 | 1 | 2.069815 | 1 | 1.149897 | 0.117304 |
8,671 | Bladder | 2 | Others | 1 | 72.271047 | 1 | 24.6 | 1 | IV | 12.22 | 255 | 9.4 | 3.1 | 0 | PD1/PDL1 | 6.1 | 0.4777 | 3.725599 | 0 | 0 | 0.2 | 0 | 0 | 20.566735 | 0 | 11.728953 | 0.049976 |
9,354 | Bladder | 2 | Others | 1 | 44.221766 | 0 | 34.5 | 1 | IV | 18.67 | 853 | 7.1 | 2.1 | 0 | PD1/PDL1 | 7 | 0.5944 | 6.458564 | 0 | 0 | 1 | 0 | 1 | 0.525667 | 1 | 0.525667 | 0.09459 |
8,397 | Bladder | 2 | Others | 1 | 65.374401 | 1 | 29.1 | 1 | IV | 4.16 | 274 | 11 | 3.8 | 0 | PD1/PDL1 | 7.9 | 0.0014 | 7.084715 | 1 | 0 | 0.43 | 0 | 1 | 18.529774 | 1 | 2.004107 | 0.226621 |
9,456 | Bladder | 2 | Others | 1 | 73.396304 | 0 | 39 | 1 | IV | 1.4 | 245 | 12.1 | 4 | 0 | PD1/PDL1 | 14 | 0.0481 | 6.861878 | 0 | 0 | 0.06 | 0 | 0 | 14.488706 | 0 | 14.488706 | 0.269925 |
9,145 | Bladder | 2 | Others | 1 | 66.269678 | 0 | 43.4 | 1 | IV | 3.8 | 278 | 12.9 | 3.8 | 0 | PD1/PDL1 | 6.1 | 0.2905 | 8.169429 | 0 | 0 | 0.53 | 0 | 1 | 18.26694 | 1 | 2.529774 | 0.224793 |
8,274 | Bladder | 2 | Others | 0 | 64.895277 | 1 | 32.2 | 1 | IV | 11.5 | 340 | 9 | 2.9 | 0 | PD1/PDL1 | 13.2 | 0.3719 | 2.390424 | 0 | 0 | 1.18 | 0 | 0 | 24.772074 | 1 | 3.055441 | 0.225311 |
9,044 | Bladder | 2 | Others | 1 | 65.333333 | 1 | 26.2 | 1 | IV | 5.18 | 324 | 12.3 | 3.7 | 0 | PD1/PDL1 | 7 | 0.1551 | 6.996317 | 0 | 0 | 0.25 | 0 | 1 | 3.811088 | 1 | 1.281314 | 0.156883 |
8,793 | Bladder | 2 | Others | 1 | 74.269678 | 1 | 20.7 | 1 | IV | 6.12 | 242 | 10.9 | 3.7 | 0 | PD1/PDL1 | 7 | 0.0484 | 7.138122 | 0 | 0 | 0.16 | 0 | 1 | 10.38193 | 1 | 3.876797 | 0.144301 |
9,190 | Bladder | 2 | Others | 1 | 70.431212 | 0 | 34.9 | 1 | IV | 6.67 | 225 | 12.6 | 3.8 | 0 | PD1/PDL1 | 7.9 | 0.4202 | 6.259669 | 0 | 0 | 1.43 | 0 | 1 | 3.712526 | 1 | 2.234086 | 0.170648 |
9,496 | Bladder | 2 | Others | 0 | 57.333333 | 1 | 27.5 | 1 | IV | 11.08 | 822 | 11 | 3.5 | 0 | PD1/PDL1 | 12.3 | 0.4988 | 6.775322 | 1 | 0 | 1.3 | 0 | 1 | 6.472279 | 1 | 2.26694 | 0.238526 |
9,461 | Bladder | 2 | Others | 1 | 69.42642 | 1 | 25.3 | 1 | IV | 4.69 | 200 | 9.4 | 3.9 | 0 | PD1/PDL1 | 7 | 0.0697 | 6.01105 | 0 | 0 | 0 | 0 | 1 | 6.767967 | 1 | 3.088296 | 0.181979 |
9,322 | Bladder | 2 | Others | 0 | 73.278576 | 1 | 30.3 | 0 | I | 1.71 | 130 | 13.7 | 3.7 | 0 | PD1/PDL1 | 7.9 | 0.0324 | 6.099448 | 0 | 0 | 0 | 0 | 0 | 17.182752 | 1 | 3.416838 | 0.324732 |
9,313 | Bladder | 2 | Others | 1 | 58.3436 | 0 | 26.5 | 1 | IV | 2.29 | 152 | 12.1 | 4 | 0 | PD1/PDL1 | 4.4 | 0.0001 | 5.633517 | 0 | 0 | 0 | 0 | 1 | 9.889117 | 1 | 2.529774 | 0.215041 |
8,230 | Bladder | 2 | Others | 1 | 69.837098 | 1 | 23.9 | 1 | IV | 4.25 | 191 | 8.9 | 3.3 | 0 | PD1/PDL1 | 8.8 | 0.2489 | 6.232044 | 0 | 0 | 0.96 | 0 | 1 | 6.767967 | 1 | 1.64271 | 0.1102 |
9,703 | Bladder | 2 | Others | 0 | 79.931554 | 1 | 25.2 | 1 | IV | 1.59 | 137 | 8.5 | 3.2 | 0 | PD1/PDL1 | 2.6 | 0.1659 | 6.622468 | 0 | 0 | 0.98 | 0 | 1 | 2.924025 | 1 | 1.117043 | 0.282012 |
9,876 | Bladder | 2 | Others | 0 | 57.609856 | 1 | 30.1 | 1 | IV | 4.71 | 313 | 13.2 | 4 | 0 | PD1/PDL1 | 7.9 | 0.2037 | 7.373849 | 0 | 0 | 0.07 | 0 | 1 | 12.944559 | 1 | 1.314168 | 0.396066 |
9,801 | Bladder | 2 | Others | 1 | 56.136893 | 1 | 27.1 | 1 | IV | 1.6 | 213 | 13.3 | 4.2 | 0 | PD1/PDL1 | 4.4 | 0.1695 | 5.788214 | 0 | 0 | 0 | 0 | 0 | 8.049281 | 1 | 2.628337 | 0.225046 |
9,710 | Bladder | 2 | Others | 0 | 88.394251 | 1 | 33.4 | 1 | IV | 4.33 | 233 | 10.4 | 3.5 | 0 | PD1/PDL1 | 6.1 | 0.0856 | 6.972376 | 1 | 0 | 0.08 | 0 | 1 | 4.073922 | 1 | 1.675565 | 0.383501 |
9,751 | Bladder | 2 | Others | 0 | 75.526352 | 1 | 21.5 | 1 | IV | 8.72 | 765 | 10.9 | 3 | 0 | PD1/PDL1 | 6.1 | 0.1425 | 5.690608 | 1 | 0 | 0.08 | 1 | 1 | 8.574949 | 1 | 6.308008 | 0.31808 |
8,281 | Bladder | 2 | Others | 0 | 87.285421 | 1 | 26 | 1 | IV | 3.56 | 349 | 11.4 | 3.4 | 0 | PD1/PDL1 | 4.4 | 0.745 | 8.152855 | 0 | 0 | 3.52 | 0 | 1 | 12.123203 | 1 | 4.073922 | 0.302275 |
9,610 | Bladder | 2 | Others | 0 | 80.761123 | 0 | 29.5 | 1 | IV | 2.13 | 309 | 11.1 | 3.9 | 0 | PD1/PDL1 | 6.1 | 0.238 | 7.173112 | 0 | 0 | 0.19 | 0 | 1 | 24.706366 | 1 | 1.87269 | 0.367664 |
9,095 | Bladder | 2 | Others | 1 | 59.613963 | 1 | 23.6 | 1 | IV | 4.78 | 153 | 11.7 | 4.1 | 0 | PD1/PDL1 | 0.9 | 0.0124 | 7.35175 | 0 | 0 | 0 | 0 | 1 | 6.899384 | 1 | 2.529774 | 0.175219 |
10,043 | Bladder | 2 | Others | 0 | 75.383984 | 1 | 32.3 | 1 | IV | 2.89 | 107 | 11.4 | 4.2 | 0 | PD1/PDL1 | 7 | 0.0104 | 6.865562 | 0 | 0 | 0.1 | 0 | 0 | 13.963039 | 0 | 13.798768 | 0.386597 |
9,645 | Bladder | 2 | Others | 0 | 44.637919 | 1 | 26.2 | 1 | IV | 4.23 | 227 | 10.1 | 3.8 | 0 | PD1/PDL1 | 17.6 | 0.1116 | 6.707182 | 0 | 0 | 0.2 | 1 | 0 | 21.683778 | 0 | 21.683778 | 0.446905 |
9,858 | Bladder | 2 | Others | 1 | 69.218344 | 1 | 31.2 | 1 | IV | 12.43 | 206 | 12.8 | 4 | 0 | PD1/PDL1 | 5.3 | 0.2525 | 7.257827 | 1 | 0 | 0.14 | 0 | 0 | 2.069815 | 1 | 1.609856 | 0.183865 |
9,906 | Bladder | 2 | Others | 0 | 92.70089 | 1 | 25.6 | 1 | IV | 4.78 | 177 | 13.2 | 3.8 | 0 | PD1/PDL1 | 18.4 | 0.3485 | 8.598527 | 0 | 0 | 0 | 0 | 1 | 5.848049 | 1 | 2.004107 | 0.399905 |
9,898 | Bladder | 2 | Others | 1 | 77.83436 | 0 | 31.6 | 1 | IV | 1.21 | 222 | 9 | 3.8 | 0 | PD1/PDL1 | 9.7 | 0.1289 | 8.52302 | 0 | 0 | 0.22 | 0 | 1 | 11.663244 | 1 | 0.919918 | 0.260032 |
10,034 | Bladder | 2 | Others | 1 | 71.468857 | 0 | 25.1 | 1 | IV | 1.79 | 233 | 13.3 | 4.5 | 0 | PD1/PDL1 | 8.8 | 0.5958 | 7.574586 | 1 | 0 | 1.37 | 1 | 0 | 12.057495 | 0 | 11.926078 | 0.267396 |
9,033 | Bladder | 2 | Others | 1 | 56.380561 | 1 | 32.8 | 1 | IV | 3.67 | 196 | 9.6 | 4 | 0 | PD1/PDL1 | 3.5 | 0.0084 | 7.745856 | 0 | 0 | 0 | 0 | 1 | 2.49692 | 1 | 1.478439 | 0.249704 |
9,757 | Bladder | 2 | Others | 0 | 60.76386 | 0 | 22.8 | 1 | IV | 2.06 | 216 | 13.2 | 3.8 | 0 | PD1/PDL1 | 19.3 | 0.3483 | 6.701657 | 0 | 0 | 0.4 | 0 | 0 | 18.168378 | 1 | 1.24846 | 0.345352 |
8,541 | Bladder | 2 | Others | 1 | 58.836413 | 1 | 26.1 | 1 | IV | 1.71 | 197 | 16.2 | 4.8 | 0 | PD1/PDL1 | 7.9 | 0.3411 | 3.635359 | 0 | 0 | 1.26 | 0 | 1 | 24.640657 | 1 | 3.876797 | 0.264148 |
8,393 | Bladder | 2 | Others | 1 | 62.272416 | 0 | 27.6 | 1 | IV | 2.8 | 198 | 12.6 | 3.9 | 0 | PD1/PDL1 | 12.3 | 0.4006 | 3.239411 | 1 | 0 | 0.11 | 0 | 0 | 11.991786 | 1 | 9.659138 | 0.260033 |
9,034 | Bladder | 2 | Others | 1 | 68.906229 | 1 | 36.2 | 1 | IV | 3.5 | 205 | 12.7 | 3.9 | 0 | PD1/PDL1 | 3.5 | 0.3826 | 7.381215 | 0 | 0 | 0.21 | 0 | 0 | 20.36961 | 1 | 1.379877 | 0.199854 |
9,937 | Bladder | 2 | Others | 0 | 59.82204 | 1 | 34.1 | 0 | II | 4.12 | 399 | 14 | 3.7 | 0 | PD1/PDL1 | 5.3 | 0.0884 | 7.539595 | 0 | 0 | 0.17 | 0 | 1 | 9.527721 | 1 | 8.049281 | 0.373397 |
8,592 | Breast | 2 | Others | 1 | 31.411362 | 0 | 33 | 1 | IV | 9.29 | 286 | 11.3 | 4.3 | 0 | CTLA4 | 4.9 | 0.1956 | 8.395948 | 0 | 0 | 0.18 | 0 | 1 | 13.831622 | 1 | 5.256674 | 0.17928 |
8,583 | Breast | 2 | Others | 1 | 40.128679 | 0 | 24.3 | 1 | IV | 7 | 146 | 11.2 | 2.2 | 0 | PD1/PDL1 | 3 | 0.3217 | 7.051565 | 0 | 0 | 0.76 | 0 | 1 | 0.722793 | 1 | 0.722793 | 0.062688 |
8,408 | Breast | 2 | Others | 1 | 62.540726 | 0 | 26.5 | 1 | IV | 6 | 306 | 10.6 | 4.1 | 0 | PD1/PDL1 | 27.5 | 0.5269 | 6.895028 | 0 | 0 | 1.97 | 1 | 1 | 24.969199 | 1 | 7.063655 | 0.485207 |
8,364 | Breast | 2 | Others | 1 | 36.024641 | 0 | 29.5 | 1 | IV | 1.76 | 279 | 10.9 | 4.1 | 0 | PD1/PDL1 | 2 | 0.7093 | 5.007366 | 0 | 0 | 5.53 | 0 | 1 | 17.64271 | 1 | 1.806982 | 0.144816 |
8,454 | Breast | 2 | Others | 1 | 45.125257 | 0 | 34.3 | 1 | IV | 0.74 | 206 | 12.3 | 3.7 | 0 | PD1/PDL1 | 4.9 | 0.3555 | 8.830571 | 1 | 0 | 2.61 | 0 | 0 | 29.240246 | 1 | 8.312115 | 0.165461 |
8,985 | Breast | 2 | Others | 1 | 36.476386 | 0 | 36.2 | 1 | IV | 2.56 | 328 | 10.3 | 4 | 0 | PD1/PDL1 | 0.9 | 0.6619 | 4.327808 | 0 | 0 | 1.47 | 0 | 1 | 17.084189 | 1 | 2.661191 | 0.14116 |
9,152 | Breast | 2 | Others | 1 | 32.391513 | 0 | 40.2 | 1 | IV | 2.29 | 285 | 12 | 4.6 | 0 | PD1/PDL1 | 0.9 | 0.5271 | 7.793738 | 0 | 0 | 1.23 | 0 | 1 | 9.954825 | 1 | 2.036961 | 0.201309 |
8,701 | Breast | 2 | Others | 1 | 51.011636 | 0 | 40.2 | 1 | IV | 6.38 | 285 | 13.7 | 3.7 | 0 | PD1/PDL1 | 4.4 | 0.2459 | 4.699816 | 0 | 0 | 1.37 | 0 | 1 | 1.412731 | 1 | 1.051335 | 0.174388 |
9,108 | Breast | 2 | Others | 1 | 31.342916 | 0 | 32.8 | 1 | IV | 6.88 | 301 | 10.4 | 3.7 | 1 | Combo | 1.8 | 0.0389 | 7.060773 | 0 | 0 | 0 | 0 | 1 | 0.821355 | 1 | 0.558522 | 0.116474 |
9,385 | Breast | 2 | Others | 1 | 58.110883 | 0 | 21.4 | 1 | IV | 6.5 | 187 | 10 | 3.8 | 0 | PD1/PDL1 | 2.6 | 0.0059 | 6.797422 | 0 | 0 | 0 | 0 | 1 | 6.439425 | 1 | 6.439425 | 0.183222 |
9,115 | Breast | 2 | Others | 1 | 34.863792 | 0 | 19.4 | 1 | IV | 0.3 | 137 | 10.3 | 3.3 | 0 | PD1/PDL1 | 1.8 | 0.0947 | 7.053407 | 0 | 0 | 1.03 | 0 | 1 | 3.351129 | 1 | 1.971253 | 0.090493 |
9,493 | Breast | 2 | Others | 1 | 31.474333 | 0 | 37.6 | 1 | IV | 1.47 | 222 | 13.7 | 4 | 0 | PD1/PDL1 | 5.3 | 0.4422 | 0 | 0 | 0 | 1.65 | 0 | 0 | 27.86037 | 1 | 5.519507 | 0.164603 |
9,743 | Breast | 2 | Others | 1 | 58.863792 | 0 | 27.5 | 1 | IV | 4.75 | 170 | 9.3 | 3.9 | 0 | PD1/PDL1 | 6.1 | 0.5283 | 3.85267 | 0 | 0 | 3.37 | 1 | 0 | 13.470226 | 0 | 13.338809 | 0.195697 |
9,539 | Breast | 2 | Others | 1 | 67.118412 | 0 | 25.9 | 1 | IV | 1 | 181 | 8.1 | 2.6 | 0 | PD1/PDL1 | 3.5 | 0.5193 | 6.453039 | 0 | 0 | 1.76 | 0 | 1 | 1.774127 | 1 | 1.774127 | 0.110058 |
9,836 | Breast | 2 | Others | 1 | 46.924025 | 0 | 26.2 | 1 | IV | 3 | 189 | 11.9 | 3.7 | 0 | PD1/PDL1 | 1.8 | 0.7712 | 7.970534 | 0 | 0 | 0.97 | 0 | 1 | 3.5154 | 1 | 3.5154 | 0.146394 |
9,793 | Breast | 2 | Others | 1 | 46.932238 | 0 | 20.6 | 1 | IV | 9.33 | 173 | 10.4 | 3.7 | 0 | PD1/PDL1 | 2.6 | 0.5771 | 9.723757 | 0 | 0 | 1.08 | 0 | 1 | 0.985626 | 1 | 0.854209 | 0.121108 |
9,158 | Breast | 2 | Others | 1 | 33.336071 | 0 | 22 | 1 | IV | 2.67 | 244 | 12.1 | 4.6 | 0 | PD1/PDL1 | 5.3 | 0.6324 | 7.58011 | 1 | 0 | 1.87 | 0 | 0 | 3.351129 | 1 | 0.689938 | 0.146983 |
9,182 | Breast | 2 | Others | 1 | 31.958932 | 0 | 21.2 | 1 | IV | 1.6 | 187 | 9.7 | 4.8 | 0 | PD1/PDL1 | 3.5 | 0.0388 | 6.099448 | 0 | 0 | 0 | 0 | 0 | 9.856263 | 1 | 1.24846 | 0.129318 |
8,287 | Breast | 2 | Others | 1 | 47.37577 | 0 | 27.9 | 0 | III | 1.77 | 197 | 12.9 | 4 | 0 | PD1/PDL1 | 3.5 | 0.2192 | 6.184162 | 1 | 0 | 0.21 | 0 | 1 | 20.073922 | 1 | 5.289528 | 0.175482 |
9,561 | Breast | 2 | Others | 1 | 50.078029 | 1 | 26.1 | 0 | II | 2.75 | 165 | 14.2 | 4 | 0 | PD1/PDL1 | 36 | 0.2902 | 7.255985 | 0 | 0 | 0.68 | 1 | 0 | 9.659138 | 0 | 9.199179 | 0.540416 |
8,437 | Colorectal | 2 | Others | 0 | 65.229295 | 1 | 26.8 | 1 | IV | 2.63 | 325 | 13 | 3.7 | 0 | PD1/PDL1 | 89.5 | 0.1776 | 7.252302 | 0 | 1 | 42.22 | 0 | 0 | 44.353183 | 0 | 44.353183 | 0.521253 |
8,495 | Colorectal | 2 | Others | 1 | 52.525667 | 1 | 24.5 | 1 | IV | 5.45 | 182 | 16.1 | 4.4 | 0 | PD1/PDL1 | 10.8 | 0.0369 | 6.896869 | 0 | 0 | 0 | 0 | 1 | 10.61191 | 1 | 3.679671 | 0.265833 |
8,415 | Colorectal | 2 | Others | 1 | 26.039699 | 1 | 19.9 | 1 | IV | 3.5 | 169 | 10.1 | 4.5 | 1 | Combo | 3.9 | 0.1169 | 8.52302 | 1 | 0 | 0.09 | 0 | 1 | 4.13963 | 1 | 1.577002 | 0.158891 |
8,254 | Colorectal | 2 | Others | 1 | 55.362081 | 0 | 24.1 | 1 | IV | 7 | 473 | 8.5 | 2.8 | 0 | PD1/PDL1 | 3.9 | 0 | 7.127072 | 0 | 0 | 0 | 0 | 1 | 2.168378 | 1 | 1.01848 | 0.187629 |
8,613 | Colorectal | 2 | Others | 1 | 68.826831 | 0 | 19.8 | 1 | IV | 5.36 | 202 | 12.1 | 3.2 | 0 | PD1/PDL1 | 48.2 | 0.0138 | 6.357274 | 1 | 1 | 32.87 | 1 | 0 | 27.170431 | 0 | 25.98768 | 0.465592 |
8,720 | Colorectal | 2 | Others | 1 | 68.610541 | 0 | 23.5 | 1 | IV | 2 | 256 | 11 | 3.8 | 0 | PD1/PDL1 | 3.9 | 0.0009 | 7.274401 | 0 | 0 | 0.08 | 0 | 0 | 32.427105 | 1 | 1.708419 | 0.223099 |
8,336 | Colorectal | 2 | Others | 1 | 62.773443 | 0 | 28.6 | 1 | IV | 5.4 | 465 | 10.6 | 3.6 | 0 | PD1/PDL1 | 6.9 | 0.4349 | 6.968692 | 1 | 0 | 1.36 | 0 | 1 | 3.876797 | 1 | 1.149897 | 0.158728 |
8,749 | Colorectal | 2 | Others | 1 | 67.496235 | 0 | 21.3 | 1 | IV | 2.86 | 257 | 11.9 | 4 | 0 | PD1/PDL1 | 3 | 0.0031 | 3.366483 | 1 | 0 | 0 | 0 | 1 | 6.767967 | 1 | 2.004107 | 0.149698 |
8,657 | Colorectal | 2 | Others | 1 | 35.523614 | 0 | 27.1 | 1 | IV | 4.56 | 263 | 13.3 | 4.2 | 0 | PD1/PDL1 | 7.9 | 0.3044 | 6.274401 | 0 | 0 | 2.07 | 0 | 1 | 11.170431 | 1 | 3.482546 | 0.197808 |
8,514 | Colorectal | 2 | Others | 1 | 64.980151 | 1 | 20.9 | 1 | IV | 7.69 | 376 | 8.2 | 2.8 | 0 | PD1/PDL1 | 153.5 | 0.0051 | 3.629834 | 0 | 0 | 0 | 0 | 1 | 1.675565 | 1 | 1.675565 | 0.345465 |
8,488 | Colorectal | 2 | Others | 1 | 52.769336 | 0 | 23.9 | 1 | IV | 1.29 | 227 | 13 | 3.7 | 1 | Combo | 4.9 | 0.0318 | 8.069982 | 0 | 0 | 0 | 0 | 1 | 14.193018 | 1 | 1.64271 | 0.2092 |
9,093 | Colorectal | 2 | Others | 1 | 45.639973 | 0 | 23.2 | 1 | IV | 5.58 | 241 | 10 | 3.8 | 0 | PD1/PDL1 | 14 | 0.0108 | 7.119705 | 0 | 1 | 13.06 | 1 | 1 | 7.786448 | 1 | 4.106776 | 0.253771 |
9,078 | Colorectal | 2 | Others | 1 | 33.062286 | 1 | 21.8 | 1 | IV | 4 | 237 | 13.3 | 4.8 | 0 | PD1/PDL1 | 7 | 0.1543 | 8.198895 | 0 | 0 | 0.12 | 0 | 1 | 6.603696 | 1 | 3.022587 | 0.187257 |
9,110 | Colorectal | 2 | Others | 0 | 58.135524 | 1 | 26.9 | 0 | III | 2.91 | 107 | 12.3 | 4.2 | 0 | PD1/PDL1 | 30.7 | 0.0102 | 5.73849 | 0 | 1 | 26.32 | 1 | 0 | 24.574949 | 0 | 24.542094 | 0.629956 |
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