Every single candidate ever put through the pre-registered 5-test gate, including the ones that failed. The rejection rate is the product.
Accepted rows are green at the top. The one external-cohort replay (PhF-3, IMmotion150 PFS) sits in amber.
| # | Cohort | Task | Panel | Source | Equation | AUROC | Δbaseline | CI lower | perm p (FDR) | decoy p | Failure reason(s) |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 171 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | -0.08599428 * ((x4 + -1.5503553) - x31) | 0.726 | 0.069 | 0.664 | 0.000 | 0.000 | PASS |
| 173 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | log1p(log1p(exp(x31 - x4)) * 0.21792223) | 0.726 | 0.069 | 0.670 | 0.000 | 0.000 | PASS |
| 179 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | log1p(log1p(0.24403314) * log1p(exp(x31 - x4))) | 0.726 | 0.069 | 0.661 | 0.000 | 0.000 | PASS |
| 181 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | 0.16861118 * log1p(exp(x28 - x4)) | 0.708 | 0.051 | 0.643 | 0.000 | 0.000 | PASS |
| 184 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | log1p(log1p(exp(x28 - exp(((x4 - x23) + x22) - x44)))) * 0.6274355 | 0.726 | 0.069 | 0.654 | 0.000 | 0.000 | PASS |
| 187 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | log1p(log1p(log1p(exp(x28 - exp((x4 - (x23 + x44)) + x22))))) | 0.726 | 0.069 | 0.670 | 0.000 | 0.000 | PASS |
| 188 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | log1p(log1p(exp(x28 - x4)) * 0.2149816) | 0.708 | 0.051 | 0.652 | 0.000 | 0.000 | PASS |
| 191 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | (0.09855198 * (x31 - x4)) + 0.16059029 | 0.726 | 0.069 | 0.658 | 0.000 | 0.000 | PASS |
| 198 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | log1p(log1p(exp(x31 - x4)) * 0.21692236) | 0.726 | 0.069 | 0.665 | 0.000 | 0.000 | PASS |
| ★ | IMmotion150 | PFS_survival_replay | external | PhF-3 replay | TOP2A - EPAS1 | log-rank p=2.7e-04, HR=1.36, C=0.601 | external-replay PASS | ||||
| 1 | TCGA-KIRC | tumor_vs_normal | 11-gene | Opus ex-ante | log1p(CA9) + log1p(VEGFA) - log1p(AGXT) | 0.984 | 0.019 | 0.971 | 0.000 | 0.000 | delta_baseline |
| 2 | TCGA-KIRC | tumor_vs_normal | 11-gene | Opus ex-ante | log1p(LDHA) - log1p(ALB) | 0.823 | -0.142 | 0.761 | 0.000 | 0.000 | delta_baseline |
| 3 | TCGA-KIRC | tumor_vs_normal | 11-gene | Opus ex-ante | log1p(SLC2A1) + log1p(NDUFA4L2) - log1p(AGXT) | 0.958 | -0.008 | 0.937 | 0.000 | 0.000 | delta_baseline |
| 4 | TCGA-KIRC | tumor_vs_normal | 11-gene | Opus ex-ante | log1p(VEGFA) - log1p(ALB) | 0.925 | -0.041 | 0.883 | 0.000 | 0.000 | delta_baseline |
| 5 | TCGA-KIRC | tumor_vs_normal | 11-gene | Opus ex-ante | log1p(CA9) | 0.965 | 0.000 | 0.945 | 0.000 | 0.000 | delta_baseline |
| 6 | TCGA-KIRC | tumor_vs_normal | 11-gene | Opus ex-ante | log1p(ACTB) - log1p(GAPDH) | 0.164 | -0.802 | 0.120 | 0.000 | 1.000 | ci_lowerdelta_baselinedecoy_p |
| 7 | TCGA-KIRC | tumor_vs_normal | 11-gene | Opus ex-ante | log1p(MKI67) - log1p(RPL13A) | 0.911 | -0.054 | 0.857 | 0.000 | 0.000 | delta_baseline |
| 8 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | Opus ex-ante | log1p(CA9) + log1p(VEGFA) - log1p(AGXT) | 0.514 | -0.096 | 0.462 | 0.709 | 0.590 | perm_pci_lowerdelta_baselinedelta_confounddecoy_p |
| 9 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | Opus ex-ante | log1p(LDHA) - log1p(ALB) | 0.560 | -0.050 | 0.505 | 0.070 | 0.020 | perm_pci_lowerdelta_baseline |
| 10 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | Opus ex-ante | log1p(SLC2A1) + log1p(NDUFA4L2) - log1p(AGXT) | 0.536 | -0.074 | 0.486 | 0.308 | 0.200 | perm_pci_lowerdelta_baselinedecoy_p |
| 11 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | Opus ex-ante | log1p(VEGFA) - log1p(ALB) | 0.552 | -0.058 | 0.500 | 0.089 | 0.060 | perm_pci_lowerdelta_baselinedecoy_p |
| 12 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | Opus ex-ante | log1p(CA9) | 0.474 | -0.135 | 0.425 | 0.465 | 1.000 | perm_pci_lowerdelta_baselinedelta_confounddecoy_p |
| 13 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | Opus ex-ante | log1p(ACTB) - log1p(GAPDH) | 0.499 | -0.111 | 0.448 | 0.974 | 1.000 | perm_pci_lowerdelta_baselinedelta_confounddecoy_p |
| 14 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | Opus ex-ante | log1p(MKI67) - log1p(RPL13A) | 0.585 | -0.025 | 0.536 | 0.014 | 0.000 | ci_lowerdelta_baseline |
| 15 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | exp(exp((x4 + (x7 - -2.0220485)) / exp(x0)) * -0.0031461688) | 0.980 | 0.015 | 0.958 | 0.000 | 0.000 | delta_baseline |
| 16 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | sqrt(log1p(exp(x0))) | 0.965 | 0.000 | 0.943 | 0.000 | 0.000 | delta_baseline |
| 17 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | exp(exp((x4 + ((x9 - x3) + x7)) / exp(x1)) * -0.0023506025) | 0.986 | 0.021 | 0.978 | 0.000 | 0.000 | delta_baseline |
| 18 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | exp(-0.054394767 * exp(x9 - x3)) | 0.987 | 0.021 | 0.977 | 0.000 | 0.000 | delta_baseline |
| 19 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | log1p(exp(x0)) | 0.965 | 0.000 | 0.945 | 0.000 | 0.000 | delta_baseline |
| 20 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | exp(exp((x9 + x7) / exp(x1)) * -0.010614875) | 0.987 | 0.022 | 0.979 | 0.000 | 0.000 | delta_baseline |
| 21 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | exp(exp(((x7 + x9) - x3) - x1) * -0.010614875) | 0.993 | 0.027 | 0.984 | 0.000 | 0.000 | delta_baseline |
| 22 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | exp(-0.0154611515 * exp(x9 / exp(x0))) | 0.978 | 0.012 | 0.965 | 0.000 | 0.000 | delta_baseline |
| 23 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | sqrt(exp(exp((x4 + (x7 + (x9 - x3))) / exp(x1)) * -0.0023012531)) | 0.986 | 0.021 | 0.977 | 0.000 | 0.000 | delta_baseline |
| 24 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | exp(exp((x9 - x3) - x1) * -0.010614875) | 0.992 | 0.026 | 0.985 | 0.000 | 0.000 | delta_baseline |
| 25 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | exp(-0.01540409 * exp((x7 - (x0 / 0.39606896)) + x4)) | 0.984 | 0.018 | 0.958 | 0.000 | 0.000 | delta_baseline |
| 26 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | exp(-0.01702503 * exp((x7 - (x1 - x4)) - (x0 - x9))) | 0.994 | 0.028 | 0.985 | 0.000 | 0.000 | delta_baseline |
| 27 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | exp(exp(x9 - x3) * -0.054373782) | 0.987 | 0.021 | 0.977 | 0.000 | 0.000 | delta_baseline |
| 28 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | exp(-0.013298511 * exp((x7 - x1) * exp(x9))) | 0.762 | -0.203 | 0.698 | 0.000 | 0.000 | delta_baseline |
| 29 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | exp(-0.025032457 / exp(exp(x9) * x0)) | 0.428 | -0.537 | 0.415 | 0.004 | 1.000 | ci_lowerdelta_baselinedecoy_p |
| 30 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | exp(-0.013298511 * exp(((x7 + x9) - ((x1 / 0.7186556) - x4)) - x0)) | 0.995 | 0.029 | 0.988 | 0.000 | 0.000 | delta_baseline |
| 31 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | log1p(sqrt(2.3882582 + x0)) | 0.965 | 0.000 | 0.945 | 0.000 | 0.000 | delta_baseline |
| 32 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | exp(-0.013298511 * exp((x9 - x1) - x3)) | 0.992 | 0.026 | 0.985 | 0.000 | 0.000 | delta_baseline |
| 33 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | exp(-0.0077730184 * exp(((-3.538925 - x7) - x4) * x0)) | 0.940 | -0.025 | 0.910 | 0.000 | 0.000 | delta_baseline |
| 34 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | exp(-0.06354956 / exp(x3 - x9)) | 0.987 | 0.021 | 0.977 | 0.000 | 0.000 | delta_baseline |
| 35 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | exp(exp(((x1 - (x9 + x4)) - exp(log1p(x7))) * x0) * -0.0077730184) | 0.904 | -0.062 | 0.865 | 0.000 | 0.000 | delta_baselinedelta_confound |
| 36 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | exp(exp(x1 * (x3 - x9)) * -0.014394815) | 0.021 | -0.945 | 0.008 | 0.000 | 1.000 | ci_lowerdelta_baselinedecoy_p |
| 37 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | exp(-0.028306283 * exp(x0 * ((x1 - x9) - (x7 + x4)))) | 0.863 | -0.103 | 0.822 | 0.000 | 0.000 | delta_baselinedelta_confound |
| 38 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | 0.87816787 + (0.25817737 * x0) | 0.965 | 0.000 | 0.946 | 0.000 | 0.000 | delta_baseline |
| 39 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | exp(log1p(-0.07682814 / exp(x0))) | 0.965 | 0.000 | 0.942 | 0.000 | 0.000 | delta_baseline |
| 40 | TCGA-KIRC | tumor_vs_normal | 11-gene | PySR | sqrt(exp(-0.0077730184 * exp((x0 * (-3.4583066 - (x7 + x4))) + x9))) | 0.947 | -0.018 | 0.915 | 0.000 | 0.000 | delta_baseline |
| 41 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | 0.4159849 + ((x8 - x3) * -0.09313616) | 0.639 | 0.029 | 0.585 | 0.000 | 0.000 | ci_lowerdelta_baseline |
| 42 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | log1p(log1p(log1p(sqrt(exp(exp(x2) - exp(x8)))))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | non_finite_scores |
| 43 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | 0.38469365 - (x8 * 0.07136952) | 0.610 | 0.000 | 0.565 | 0.000 | 0.000 | ci_lowerdelta_baseline |
| 44 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | log1p(sqrt(log1p(exp(x2 - exp(x8))))) | 0.596 | -0.014 | 0.550 | 0.000 | 0.000 | ci_lowerdelta_baseline |
| 45 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | log1p(log1p(log1p(log1p(exp(exp(x2) - exp((x4 * x7) + x8)))))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | non_finite_scores |
| 46 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | log1p(log1p(log1p(exp(exp(x2) - exp(x8))))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | non_finite_scores |
| 47 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | log1p(log1p(log1p(sqrt(exp(exp(x2) - exp(x8 + 0.25556037)))))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | non_finite_scores |
| 48 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | log1p(log1p(log1p(exp((exp(x2) - exp(x8)) * 0.6868592)))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | non_finite_scores |
| 49 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | 0.5249501 - (exp(x8) * 0.07136952) | 0.610 | 0.000 | 0.560 | 0.000 | 0.000 | ci_lowerdelta_baseline |
| 50 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | log1p(log1p(log1p(sqrt(exp(exp(x2) - exp(x8 + log1p(0.2763993))))))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | non_finite_scores |
| 51 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | ((x8 - x3) * -0.07060441) - -0.39114887 | 0.639 | 0.029 | 0.592 | 0.000 | 0.000 | ci_lowerdelta_baseline |
| 52 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | (exp(x8) * -0.07060441) - -0.48985445 | 0.610 | 0.000 | 0.564 | 0.000 | 0.000 | ci_lowerdelta_baseline |
| 53 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | (x8 * -0.07060441) - -0.39114887 | 0.610 | 0.000 | 0.559 | 0.000 | 0.000 | ci_lowerdelta_baseline |
| 54 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | log1p(log1p(log1p(sqrt(exp(exp(x2) - exp(x8 + 0.24259993)))))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | non_finite_scores |
| 55 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | log1p(log1p(log1p(exp((exp(x2) - exp(x8)) / 1.4281293)))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | non_finite_scores |
| 56 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | log1p(log1p(sqrt(log1p(exp((exp(x2) * (x2 / 1.3296392)) - exp(x8)))))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | non_finite_scores |
| 57 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | log1p(log1p(log1p(sqrt(exp(exp(x2) - exp(x8 - (log1p(-0.33619636) * x1))))))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | non_finite_scores |
| 58 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | (-0.07137078 * (x8 - x3)) - -0.38469547 | 0.639 | 0.029 | 0.591 | 0.000 | 0.000 | ci_lowerdelta_baseline |
| 59 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | log1p(sqrt(exp(((-0.8572334 * x1) * x4) - exp(x8)))) | 0.594 | -0.016 | 0.543 | 0.000 | 0.000 | ci_lowerdelta_baselinedelta_confound |
| 60 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | log1p(((-0.07698535 * x8) * (x0 - -2.4413068)) + 0.5105716) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | non_finite_scores |
| 61 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | log1p(((-0.07698535 * x8) * ((x0 - (-2.4413068 + x7)) + x10)) + 0.5105716) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | non_finite_scores |
| 62 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | (-0.07137078 * x8) - -0.38469547 | 0.610 | 0.000 | 0.566 | 0.000 | 0.000 | ci_lowerdelta_baseline |
| 63 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | log1p(((-0.07698535 * x8) * ((x0 - -2.4413068) + x10)) + 0.5105716) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | non_finite_scores |
| 64 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | log1p(log1p(sqrt(exp(x3 - x8))) / 1.5258063) | 0.639 | 0.029 | 0.588 | 0.000 | 0.000 | ci_lowerdelta_baseline |
| 65 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | (-0.07137078 * exp(x8)) - -0.4514672 | 0.610 | 0.000 | 0.557 | 0.000 | 0.000 | ci_lowerdelta_baseline |
| 66 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | log1p((-0.13106725 * (x8 - x3)) + 0.47160774) | 0.639 | 0.029 | 0.594 | 0.000 | 0.000 | ci_lowerdelta_baseline |
| 67 | TCGA-KIRC | stage_I-II_vs_III-IV | 11-gene | PySR | log1p(((-0.07698535 * x8) * ((x0 - -2.4413068) + x10)) + sqrt(0.2628499)) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | non_finite_scores |
| 68 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | log1p(1.7937413 - x8) * 0.5431353 | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 69 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | log1p(exp(-0.26013947 * exp(x0 + x8))) | 0.519 | -0.177 | 0.495 | 0.797 | 0.440 | perm_pci_lowerdelta_baselinedecoy_p |
| 70 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | sqrt(sqrt(exp(x5 - sqrt(exp(exp(x8 + x0)))))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 71 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | log1p(log1p(1.5241256 - x8)) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 72 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | log1p(sqrt(sqrt(exp(x5 - exp(x8 + x0))))) | 0.516 | -0.180 | 0.499 | 0.797 | 0.520 | perm_pci_lowerdelta_baselinedecoy_p |
| 73 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | sqrt(log1p(exp(-0.67135453 * exp(x8 + x0)))) | 0.519 | -0.177 | 0.495 | 0.797 | 0.440 | perm_pci_lowerdelta_baselinedecoy_p |
| 74 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | sqrt(sqrt(log1p(exp(x5 - sqrt(exp(exp(x8 + x0))))))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 75 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | sqrt(log1p(sqrt(log1p(exp(x5 - exp(x8 + (x0 * exp(x8)))))))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 76 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | log1p(sqrt(sqrt(exp(x5 - exp(x8 + (x0 * (exp(x8) - x3))))))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 77 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | log1p(sqrt(sqrt(exp(x5 - exp(x8 + (x0 * exp(x8))))))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 78 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | 0.5240662 - (x8 * 0.18470868) | 0.696 | 0.000 | 0.641 | 0.000 | 0.000 | delta_baseline |
| 79 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | 0.52703315 - (0.1602921 * (exp(x0) * x8)) | 0.634 | -0.062 | 0.577 | 0.000 | 0.000 | ci_lowerdelta_baseline |
| 80 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | log1p(log1p(log1p(exp(0.86591065 - x8) - x0))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 81 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | log1p(log1p(sqrt(log1p(exp(((x9 - exp(exp(x0))) * x8) - -1.6646559))))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 82 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | log1p(sqrt(sqrt(log1p(exp((x9 - exp(exp(x0))) * x8))))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 83 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | log1p(sqrt(sqrt(log1p(log1p(exp((x9 - exp(exp(x0))) * x8)))))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 84 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | log1p(0.723861 - (0.34787485 * x8)) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 85 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | log1p(log1p((x8 * -0.68050086) - -1.1477635)) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 86 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | log1p(log1p(log1p(exp(x0 - x8) - x0))) - -0.104951695 | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 87 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | 0.50475866 | 0.500 | -0.196 | 0.500 | 1.000 | 1.000 | perm_pci_lowerdelta_baselinedecoy_p |
| 88 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | exp(exp(exp(x0) * x8) * -0.4176295) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 89 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | exp(exp(x8) * -0.4993767) | 0.685 | -0.010 | 0.625 | 0.000 | 0.000 | delta_baseline |
| 90 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | exp(exp(x0 + x8) * -0.39277446) | 0.522 | -0.174 | 0.499 | 0.652 | 0.420 | perm_pci_lowerdelta_baselinedecoy_p |
| 91 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | log1p(sqrt(sqrt(exp(x5 - exp(x0 + x8))))) | 0.516 | -0.180 | 0.495 | 0.797 | 0.520 | perm_pci_lowerdelta_baselinedecoy_p |
| 92 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | sqrt(sqrt(log1p(exp(x5 - sqrt(exp(exp(x0 + x8))))))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 93 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | log1p(0.7238865 - (0.34791523 * x8)) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 94 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | sqrt(log1p(sqrt(log1p(exp(x5 - exp((exp(x8) * x0) + x8)))))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 95 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | log1p(sqrt(sqrt(exp(x5 - exp(x8 + ((exp(x8) - x3) * x0)))))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 96 | TCGA-KIRC | 5yr_survival | 11-gene | PySR | log1p(sqrt(sqrt(exp(x5 - exp(x8 + (exp(x8) * x0)))))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 97 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | 0.09689212 * (exp(x5) - x1) | 0.536 | -0.086 | 0.456 | 0.575 | 0.320 | perm_pci_lowerdelta_baselinedecoy_p |
| 98 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | -0.0527188 * (-1.016667 - (exp(x5 - x7) - x1)) | 0.592 | -0.030 | 0.520 | 0.030 | 0.010 | ci_lowerdelta_baseline |
| 99 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | 0.11213225 / exp(x7) | 0.588 | -0.034 | 0.515 | 0.040 | 0.010 | ci_lowerdelta_baseline |
| 100 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | (exp(x5 - x7) - x1) * 0.06274654 | 0.592 | -0.030 | 0.515 | 0.030 | 0.010 | ci_lowerdelta_baseline |
| 101 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | (log1p(exp(exp(x5 - x7) - exp(x1))) - -0.9532205) * 0.070381664 | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 102 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | (-1.016667 - log1p(exp(exp(x5 - x7) - exp(x1 * 1.7180111)))) * -0.07358489 | 0.503 | -0.119 | 0.493 | 1.000 | 0.930 | perm_pci_lowerdelta_baselinedecoy_p |
| 103 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | 0.16702625 / (1.4707861 + x7) | 0.588 | -0.034 | 0.518 | 0.040 | 0.010 | ci_lowerdelta_baseline |
| 104 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | 0.06274654 * (log1p(exp(exp(x5 - x7) - x1)) - -0.29758614) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 105 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | log1p(0.09918739) * log1p(exp(exp(x5) - x1)) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 106 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | log1p(0.09918739) * (exp(x5) - x1) | 0.536 | -0.086 | 0.464 | 0.575 | 0.320 | perm_pci_lowerdelta_baselinedecoy_p |
| 107 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | 0.0965311 * (exp(x5) - x1) | 0.536 | -0.086 | 0.460 | 0.575 | 0.320 | perm_pci_lowerdelta_baselinedecoy_p |
| 108 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | ((exp(x5 - x7) - x1) + 1.1041318) * 0.052659024 | 0.592 | -0.030 | 0.522 | 0.040 | 0.010 | ci_lowerdelta_baseline |
| 109 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | 0.3448266 / (2.6180074 - x5) | 0.519 | -0.103 | 0.445 | 0.970 | 0.600 | perm_pci_lowerdelta_baselinedecoy_p |
| 110 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | log1p(sqrt(log1p(0.016767887 / exp((exp(x1) - exp(x5)) + x7)))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 111 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | 0.11213221 / exp(x7) | 0.588 | -0.034 | 0.517 | 0.030 | 0.010 | ci_lowerdelta_baseline |
| 112 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | (exp(x5) + (0.72030276 - x1)) * 0.0738031 | 0.536 | -0.086 | 0.470 | 0.575 | 0.320 | perm_pci_lowerdelta_baselinedecoy_p |
| 113 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | log1p(sqrt(log1p(0.020692654 / exp((exp(x1 - -0.21865292) - exp(x5)) + x7)))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 114 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | (exp(x5 - x7) - x1) * log1p(0.06544544) | 0.592 | -0.030 | 0.526 | 0.040 | 0.010 | ci_lowerdelta_baseline |
| 115 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | ((exp(x5 - x7) - x1) + 1.1720846) * log1p(0.052659024) | 0.592 | -0.030 | 0.524 | 0.030 | 0.010 | ci_lowerdelta_baseline |
| 116 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | ((exp(x5 - x7) - x1) + 1.264902) * log1p(log1p(0.052659024)) | 0.592 | -0.030 | 0.521 | 0.040 | 0.010 | ci_lowerdelta_baseline |
| 117 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | 0.09426107 * (exp(x5) - x1) | 0.536 | -0.086 | 0.463 | 0.575 | 0.320 | perm_pci_lowerdelta_baselinedecoy_p |
| 118 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | 0.05730423 * (exp(x5 - x7) - (x1 + -0.619983)) | 0.592 | -0.030 | 0.521 | 0.040 | 0.010 | ci_lowerdelta_baseline |
| 119 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | 0.11213226 / exp(x7) | 0.588 | -0.034 | 0.516 | 0.040 | 0.010 | ci_lowerdelta_baseline |
| 120 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | log1p(sqrt(exp(exp(x5 - x7) - x1))) * 0.12356654 | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 121 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | log1p(exp(exp(x5 - x7) - exp(x1)) - -1.7561415) * 0.08868351 | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 122 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | 0.09128253 * log1p(exp(exp(x5) - x1)) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 123 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | 0.08828309 / log1p(exp(x7)) | 0.588 | -0.034 | 0.523 | 0.040 | 0.010 | ci_lowerdelta_baseline |
| 124 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | log1p(0.1094765 * log1p(exp(log1p(exp(exp(x5 - x7) - exp(x1)))))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 125 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | log1p(sqrt(exp(exp(x5 - x7) - x1))) * log1p(0.1251465) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 126 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | PySR | log1p(exp(exp(x5) - x1)) * log1p(0.09426107) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | KeyError: '__import__' |
| 127 | TCGA-KIRC | 5yr_survival | 11-gene | Opus ex-ante | log1p(CA9) + log1p(VEGFA) - log1p(AGXT) | 0.565 | -0.130 | 0.504 | 0.103 | 0.070 | perm_pci_lowerdelta_baselinedecoy_p |
| 128 | TCGA-KIRC | 5yr_survival | 11-gene | Opus ex-ante | log1p(LDHA) - log1p(ALB) | 0.498 | -0.198 | 0.437 | 0.944 | 1.000 | perm_pci_lowerdelta_baselinedecoy_p |
| 129 | TCGA-KIRC | 5yr_survival | 11-gene | Opus ex-ante | log1p(SLC2A1) + log1p(NDUFA4L2) - log1p(AGXT) | 0.569 | -0.126 | 0.505 | 0.103 | 0.060 | perm_pci_lowerdelta_baselinedecoy_p |
| 130 | TCGA-KIRC | 5yr_survival | 11-gene | Opus ex-ante | log1p(VEGFA) - log1p(ALB) | 0.506 | -0.190 | 0.447 | 0.944 | 0.890 | perm_pci_lowerdelta_baselinedecoy_p |
| 131 | TCGA-KIRC | 5yr_survival | 11-gene | Opus ex-ante | log1p(CA9) | 0.418 | -0.277 | 0.357 | 0.103 | 1.000 | perm_pci_lowerdelta_baselinedecoy_p |
| 132 | TCGA-KIRC | 5yr_survival | 11-gene | Opus ex-ante | log1p(ACTB) - log1p(GAPDH) | 0.509 | -0.187 | 0.439 | 0.944 | 0.770 | perm_pci_lowerdelta_baselinedecoy_p |
| 133 | TCGA-KIRC | 5yr_survival | 11-gene | Opus ex-ante | log1p(MKI67) - log1p(RPL13A) | 0.554 | -0.141 | 0.491 | 0.213 | 0.150 | perm_pci_lowerdelta_baselinedecoy_p |
| 134 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | Opus ex-ante | log1p(CA9) + log1p(VEGFA) - log1p(AGXT) | 0.514 | -0.130 | 0.449 | 0.810 | 0.680 | perm_pci_lowerdelta_baselinedecoy_p |
| 135 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | Opus ex-ante | log1p(LDHA) - log1p(ALB) | 0.588 | -0.056 | 0.521 | 0.042 | 0.010 | ci_lowerdelta_baseline |
| 136 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | Opus ex-ante | log1p(SLC2A1) + log1p(NDUFA4L2) - log1p(AGXT) | 0.549 | -0.096 | 0.484 | 0.329 | 0.190 | perm_pci_lowerdelta_baselinedecoy_p |
| 137 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | Opus ex-ante | log1p(VEGFA) - log1p(ALB) | 0.560 | -0.084 | 0.485 | 0.182 | 0.110 | perm_pci_lowerdelta_baselinedecoy_p |
| 138 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | Opus ex-ante | log1p(CA9) | 0.479 | -0.165 | 0.405 | 0.762 | 1.000 | perm_pci_lowerdelta_baselinedecoy_p |
| 139 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | Opus ex-ante | log1p(ACTB) - log1p(GAPDH) | 0.507 | -0.137 | 0.437 | 0.816 | 0.830 | perm_pci_lowerdelta_baselinedecoy_p |
| 140 | TCGA-KIRC | metastasis_M0_vs_M1 | 11-gene | Opus ex-ante | log1p(MKI67) - log1p(RPL13A) | 0.631 | -0.013 | 0.564 | 0.000 | 0.000 | ci_lowerdelta_baseline |
| 141 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | log1p(log1p(sqrt(exp((x31 - x21) - x32)))) | 0.715 | 0.019 | 0.653 | 0.000 | 0.000 | delta_baseline |
| 142 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | log1p(log1p(1.5241251 - x21)) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | non_finite_scores |
| 143 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | sqrt(0.88326794 / exp(exp(x21))) | 0.674 | -0.022 | 0.609 | 0.000 | 0.000 | delta_baseline |
| 144 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | log1p(sqrt(sqrt(exp(x28 - exp(exp(x0) * x21))))) | 0.496 | -0.199 | 0.481 | 1.000 | 1.000 | perm_pci_lowerdelta_baselinedecoy_p |
| 145 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | log1p(sqrt(sqrt(exp(x12 - exp(x0 + x21))))) | 0.516 | -0.180 | 0.494 | 0.580 | 0.620 | perm_pci_lowerdelta_baselinedecoy_p |
| 146 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | log1p(sqrt(log1p(exp((x31 - exp(x21 + x0)) - (-1.2221171 + x32))))) | 0.516 | -0.180 | 0.492 | 0.580 | 0.620 | perm_pci_lowerdelta_baselinedecoy_p |
| 147 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | log1p(sqrt(sqrt(exp((x31 - exp(exp(x0) * x21)) - x32)))) | 0.496 | -0.199 | 0.480 | 1.000 | 1.000 | perm_pci_lowerdelta_baselinedecoy_p |
| 148 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | sqrt(log1p(log1p(exp(x28 - exp(x21))))) | 0.673 | -0.022 | 0.609 | 0.000 | 0.000 | delta_baseline |
| 149 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | log1p(sqrt(sqrt(exp((x31 - exp(x0 + x21)) - x32)))) | 0.516 | -0.180 | 0.494 | 0.580 | 0.620 | perm_pci_lowerdelta_baselinedecoy_p |
| 150 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | log1p(sqrt(log1p(exp((x31 - exp(exp(x0) * x21)) - (x32 + -1.2221171))))) | 0.496 | -0.199 | 0.478 | 1.000 | 1.000 | perm_pci_lowerdelta_baselinedecoy_p |
| 151 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | log1p(log1p(1.5280566 - x21)) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | non_finite_scores |
| 152 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | log1p(log1p(log1p(exp(0.8631686 - x21) - x0))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | non_finite_scores |
| 153 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | log1p(1.7121024 - x21) / 1.7121024 | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | non_finite_scores |
| 154 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | log1p(log1p(log1p((1.9607184 - x21) - x0))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | non_finite_scores |
| 155 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | log1p(log1p(log1p(exp(log1p(exp(x31)) - x21) - x0))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | non_finite_scores |
| 156 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | log1p(log1p(log1p(exp(sqrt(log1p(exp(x31))) - x21) - x0))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | non_finite_scores |
| 157 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | log1p(log1p(log1p(exp(log1p(log1p(exp(exp(x31))) + x20) - x21) - x0))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | non_finite_scores |
| 158 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | log1p(log1p((1.6631382 - x21) * 0.7046429)) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | non_finite_scores |
| 159 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | log1p(log1p(log1p(exp(log1p(log1p(exp(exp(x31)))) - x21) - x0))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | non_finite_scores |
| 160 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | log1p(0.6565859) | 0.500 | -0.196 | 0.500 | 1.000 | 1.000 | perm_pci_lowerdelta_baselinedecoy_p |
| 161 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | log1p(log1p(sqrt(exp((x31 - x32) - x21)))) | 0.715 | 0.019 | 0.659 | 0.000 | 0.000 | delta_baseline |
| 162 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | exp(exp(x21) * -0.4975281) | 0.685 | -0.011 | 0.628 | 0.000 | 0.000 | delta_baseline |
| 163 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | exp(exp(x0) * (-0.38428438 * exp(x21))) | 0.522 | -0.174 | 0.499 | 0.313 | 0.520 | perm_pci_lowerdelta_baselinedecoy_p |
| 164 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | log1p(sqrt(log1p(log1p(exp((exp(x31) - exp(x21 + x0)) - x32))))) | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | non_finite_scores |
| 165 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | sqrt(log1p(log1p(exp((x31 - exp(x21)) - x32)))) | 0.674 | -0.022 | 0.612 | 0.000 | 0.000 | delta_baseline |
| 166 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | exp(-0.874797 * log1p(exp(x21))) | 0.696 | 0.000 | 0.636 | 0.000 | 0.000 | delta_baseline |
| 167 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | log1p(log1p(log1p(exp(((x31 - x32) - -0.6000067) - x21)))) | 0.715 | 0.019 | 0.661 | 0.000 | 0.000 | delta_baseline |
| 168 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | exp((exp(x21) * -0.38428438) + -0.1631942) | 0.695 | -0.001 | 0.634 | 0.000 | 0.000 | delta_baseline |
| 169 | TCGA-KIRC | 5yr_survival | 45-gene | PySR | sqrt(log1p(log1p(exp((x31 - exp((x21 - sqrt(0.23608987)) + x0)) - x32)))) | 0.519 | -0.177 | 0.495 | 0.417 | 0.550 | perm_pci_lowerdelta_baselinedecoy_p |
| 170 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | log1p(exp(x28)) * 0.19264796 | 0.645 | -0.012 | 0.583 | 0.000 | 0.000 | ci_lowerdelta_baseline |
| 172 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | 0.12137848 / exp(x27) | 0.631 | -0.026 | 0.559 | 0.000 | 0.000 | ci_lowerdelta_baseline |
| 174 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | log1p(log1p(log1p(log1p(0.18000501 * exp((x28 - (x22 * x28)) - x4))))) | 0.544 | -0.113 | 0.484 | 0.338 | 0.240 | perm_pci_lowerdelta_baselinedecoy_p |
| 175 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | log1p(log1p(0.24033882 * log1p(exp((x28 - (x28 * x22)) - x4)))) | 0.544 | -0.113 | 0.479 | 0.354 | 0.240 | perm_pci_lowerdelta_baselinedecoy_p |
| 176 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | log1p(log1p(exp((x12 + x31) - x4)) * 0.19264796) | 0.692 | 0.035 | 0.629 | 0.000 | 0.000 | delta_baseline |
| 177 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | log1p(log1p(exp((x28 - (x13 * x22)) - x4)) * 0.21792223) | 0.620 | -0.037 | 0.554 | 0.000 | 0.000 | ci_lowerdelta_baseline |
| 178 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | log1p(log1p(log1p(exp((x28 - ((x22 * x28) + x27)) - x4)) * 0.23428856)) | 0.557 | -0.100 | 0.496 | 0.157 | 0.130 | perm_pci_lowerdelta_baselinedecoy_p |
| 180 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | log1p(exp(x28)) * 0.19233106 | 0.645 | -0.012 | 0.585 | 0.000 | 0.000 | ci_lowerdelta_baseline |
| 182 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | log1p(log1p(exp(x28 - exp((x4 - x23) + x22)))) * 0.6201101 | 0.514 | -0.143 | 0.483 | 0.598 | 0.680 | perm_pci_lowerdelta_baselinedecoy_p |
| 183 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | 0.6245421 * log1p(log1p(exp(x28 - exp(x4 + x22)))) | 0.496 | -0.161 | 0.479 | 0.729 | 1.000 | perm_pci_lowerdelta_baselinedecoy_p |
| 185 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | 0.12068064 / exp(x27) | 0.631 | -0.026 | 0.573 | 0.000 | 0.000 | ci_lowerdelta_baseline |
| 186 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | log1p(log1p(log1p(exp(x28 - exp((x4 - x23) + x22))))) | 0.514 | -0.143 | 0.481 | 0.598 | 0.680 | perm_pci_lowerdelta_baselinedecoy_p |
| 189 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | log1p(log1p(exp(x28 - exp(x4)))) * 0.55125004 | 0.513 | -0.143 | 0.478 | 0.595 | 0.680 | perm_pci_lowerdelta_baselinedecoy_p |
| 190 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | log1p(exp(x28)) * 0.19301449 | 0.645 | -0.012 | 0.575 | 0.000 | 0.000 | ci_lowerdelta_baseline |
| 192 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | log1p(log1p(exp(x28 - exp(x19 + x4)))) / 1.7986712 | 0.512 | -0.145 | 0.480 | 0.537 | 0.680 | perm_pci_lowerdelta_baselinedecoy_p |
| 193 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | log1p(log1p(log1p(log1p(exp(x31 - exp((x4 + x19) + x16)))))) | 0.499 | -0.158 | 0.496 | 1.000 | 1.000 | perm_pci_lowerdelta_baselinedecoy_p |
| 194 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | 0.102448665 / exp(x27) | 0.631 | -0.026 | 0.567 | 0.000 | 0.000 | ci_lowerdelta_baseline |
| 195 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | log1p(log1p(log1p(exp(x31 - exp(x16 + (x19 + x4)))) / 1.3662045)) | 0.499 | -0.158 | 0.496 | 1.000 | 1.000 | perm_pci_lowerdelta_baselinedecoy_p |
| 196 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | log1p(log1p(log1p(exp(x31 - exp(x4 + (x16 + x19)))))) | 0.499 | -0.158 | 0.496 | 1.000 | 1.000 | perm_pci_lowerdelta_baselinedecoy_p |
| 197 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | log1p(log1p(log1p(log1p(exp((x31 - exp((x19 + x16) + x4)) / 0.65191627))))) | 0.499 | -0.158 | 0.496 | 1.000 | 1.000 | perm_pci_lowerdelta_baselinedecoy_p |
| 199 | TCGA-KIRC | metastasis_M0_vs_M1 | 45-gene | PySR | log1p(log1p(exp(x28 - exp(x4)))) / 1.7986712 | 0.513 | -0.143 | 0.477 | 0.598 | 0.680 | perm_pci_lowerdelta_baselinedecoy_p |
| 200 | TCGA-LUAD | tumor_vs_normal | 22-gene | Opus ex-ante | log1p(CDK1) + log1p(SLC2A1) - log1p(SFTPC) | 0.994 | -0.004 | 0.989 | 0.000 | 0.000 | delta_baseline |
| 201 | TCGA-LUAD | tumor_vs_normal | 22-gene | Opus ex-ante | log1p(LDHA) - log1p(NAPSA) | 0.914 | -0.083 | 0.889 | 0.000 | 0.000 | delta_baseline |
| 202 | TCGA-LUAD | tumor_vs_normal | 22-gene | Opus ex-ante | log1p(VEGFA) + log1p(CDK1) - log1p(SFTPB) | 0.905 | -0.093 | 0.878 | 0.000 | 0.000 | delta_baseline |
| 203 | TCGA-LUAD | tumor_vs_normal | 22-gene | Opus ex-ante | log1p(CDK1) | 0.934 | -0.064 | 0.912 | 0.000 | 0.000 | delta_baseline |