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x | y | type | ai | raw_contributions | contributions | info | info_cond | cplx | Nxy_ai | info_shifted | infOrt | trueOrt | isOrtOk | sign | partial_correlation | is_causal | proba | confidence |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
NPI | TUMOR_SIZE | P | NA | NA | NA | 3547.270 | 3547.270 | 671.673 | 1953 | 2875.597 | -2 | NA | NA | + | 0.513 | NA | 1;0 | NA |
OS_MONTHS | RFS_MONTHS | P | NA | NA | NA | 3358.450 | 3358.450 | 659.208 | 1977 | 2699.242 | 2 | NA | NA | + | 0.900 | NA | 0;1 | NA |
CANCER_TYPE_DETAILED | HISTOLOGICAL_SUBTYPE | P | NA | NA | NA | 1388.812 | 1388.812 | 49.257 | 1935 | 1339.556 | -2 | NA | NA | NA | NA | NA | 1;0 | NA |
INTCLUST | THREEGENE | P | NA | NA | NA | 1077.625 | 1077.625 | 65.829 | 1763 | 1011.795 | -2 | NA | NA | NA | NA | NA | 1;0 | NA |
AGE_AT_DIAGNOSIS | INFERRED_MENOPAUSAL_STATE | P | NA | NA | NA | 998.141 | 998.141 | 12.668 | 1977 | 985.473 | 2 | NA | NA | + | 0.710 | NA | 0;1 | NA |
CLAUDIN_SUBTYPE | THREEGENE | P | NA | NA | NA | 983.855 | 983.855 | 40.919 | 1763 | 942.935 | -2 | NA | NA | NA | NA | NA | 1;0 | NA |
LYMPH_NODES_EXAMINED_POSITIVE | NPI | P | NA | NA | NA | 949.172 | 949.172 | 46.099 | 1904 | 903.073 | 2 | NA | NA | + | 0.734 | NA | 0;1 | NA |
RFS_STATUS | VITAL_STATUS | P | NA | NA | NA | 852.145 | 852.145 | 6.314 | 1976 | 845.831 | 2 | NA | NA | - | -0.740 | NA | 0;1 | NA |
GRADE | NPI | P | NA | NA | NA | 875.106 | 875.106 | 33.204 | 1892 | 841.902 | 2 | NA | NA | + | 0.676 | NA | 0;1 | NA |
ER_IHC | ER_STATUS | P | NA | NA | NA | 600.869 | 600.869 | 3.173 | 1937 | 597.696 | 2 | NA | NA | + | 0.814 | NA | 0;1 | NA |
ER_STATUS | THREEGENE | P | NA | NA | NA | 587.311 | 587.311 | 8.624 | 1763 | 578.686 | 2 | NA | NA | NA | NA | NA | 0;1 | NA |
ER_IHC | INTCLUST | P | NA | NA | NA | 569.740 | 569.740 | 24.802 | 1937 | 544.938 | 2 | NA | NA | NA | NA | NA | 0;1 | NA |
NPI | TUMOR_STAGE | P | NA | NA | NA | 631.090 | 631.090 | 94.852 | 1465 | 536.238 | -2 | NA | NA | + | 0.658 | NA | 1;0 | NA |
HER2_STATUS | THREEGENE | P | NA | NA | NA | 428.841 | 428.841 | 8.301 | 1763 | 420.540 | -2 | NA | NA | NA | NA | NA | 1;0 | NA |
HER2_SNP6 | HER2_STATUS | P | NA | NA | NA | 423.203 | 423.203 | 7.354 | 1977 | 415.849 | -2 | NA | NA | - | -0.643 | NA | 1;0 | NA |
ER_STATUS | PR_STATUS | P | NA | NA | NA | 342.137 | 342.137 | 3.271 | 1977 | 338.866 | 2 | NA | NA | + | 0.544 | NA | 0;1 | NA |
RFS_MONTHS | RFS_STATUS | P | NA | NA | NA | 357.783 | 357.783 | 28.373 | 1976 | 329.409 | -2 | NA | NA | - | -0.551 | NA | 1;0 | NA |
BREAST_SURGERY | RADIO_THERAPY | P | NA | NA | NA | 279.003 | 279.003 | 3.324 | 1953 | 275.679 | 2 | NA | NA | - | -0.507 | NA | 0;1 | NA |
CHEMOTHERAPY | ER_IHC | P | NA | NA | NA | 243.937 | 243.937 | 3.155 | 1937 | 240.783 | -2 | NA | NA | - | -0.536 | NA | 1;0 | NA |
GRADE | THREEGENE | P | NA | NA | NA | 245.083 | 245.083 | 16.098 | 1689 | 228.985 | 2 | NA | NA | NA | NA | NA | 0;1 | NA |
CHEMOTHERAPY | NPI | P | NA | NA | NA | 228.270 | 228.270 | 18.053 | 1977 | 210.217 | 2 | NA | NA | + | 0.434 | NA | 0;1 | NA |
ER_IHC | HORMONE_THERAPY | P | NA | NA | NA | 184.376 | 184.376 | 3.238 | 1937 | 181.139 | 2 | NA | NA | + | 0.438 | NA | 0;1 | NA |
COHORT | TMB_NONSYNONYMOUS | P | NA | NA | NA | 217.550 | 217.550 | 39.265 | 1977 | 178.286 | 2 | NA | NA | + | 0.357 | NA | 0;1 | NA |
COHORT | OS_MONTHS | P | NA | NA | NA | 216.258 | 216.258 | 38.365 | 1977 | 177.893 | 2 | NA | NA | + | 0.069 | NA | 0;1 | NA |
AGE_AT_DIAGNOSIS | CHEMOTHERAPY | P | NA | NA | NA | 193.410 | 193.410 | 23.554 | 1977 | 169.855 | -2 | NA | NA | - | -0.416 | NA | 1;0 | NA |
AGE_AT_DIAGNOSIS | VITAL_STATUS | P | NA | NA | NA | 187.577 | 187.577 | 18.984 | 1976 | 168.593 | 2 | NA | NA | - | -0.181 | NA | 0;1 | NA |
LYMPH_NODES_EXAMINED_POSITIVE | TUMOR_STAGE | P | NPI | 0.683 | 0.683 | 445.732 | 192.381 | 58.522 | 1403 | 133.859 | 2 | NA | NA | + | 0.342 | NA | 0;1 | NA |
NPI | THREEGENE | P | NA | NA | NA | 157.472 | 157.472 | 33.416 | 1763 | 124.056 | -2 | NA | NA | NA | NA | NA | 1;0 | NA |
NPI | OS_MONTHS | P | NA | NA | NA | 115.485 | 115.485 | 25.896 | 1977 | 89.589 | 2 | NA | NA | - | -0.289 | NA | 0;1 | NA |
AGE_AT_DIAGNOSIS | COHORT | P | NA | NA | NA | 125.799 | 125.799 | 40.084 | 1977 | 85.716 | -2 | NA | NA | + | 0.065 | NA | 1;0 | NA |
BREAST_SURGERY | TUMOR_SIZE | P | NA | NA | NA | 97.395 | 97.395 | 18.444 | 1936 | 78.951 | -2 | NA | NA | + | 0.300 | NA | 1;0 | NA |
OS_MONTHS | VITAL_STATUS | P | RFS_MONTHS | 0.711 | 0.711 | 276.261 | 214.513 | 144.375 | 1976 | 70.138 | 2 | NA | NA | + | 0.003 | NA | 0;1 | NA |
HORMONE_THERAPY | LYMPH_NODES_EXAMINED_POSITIVE | P | NA | NA | NA | 75.980 | 75.980 | 6.718 | 1904 | 69.262 | 2 | NA | NA | + | 0.258 | NA | 0;1 | NA |
CELLULARITY | CLAUDIN_SUBTYPE | P | NA | NA | NA | 92.683 | 92.683 | 28.894 | 1916 | 63.789 | -2 | NA | NA | NA | NA | NA | 1;0 | NA |
CLAUDIN_SUBTYPE | ER_STATUS | P | THREEGENE | 0.765 | 0.881 | 621.244 | 95.011 | 32.565 | 1763 | 62.446 | -2 | NA | NA | NA | NA | NA | 1;0 | NA |
LYMPH_NODES_EXAMINED_POSITIVE | RFS_STATUS | P | NA | NA | NA | 70.423 | 70.423 | 12.149 | 1903 | 58.274 | -2 | NA | NA | + | 0.244 | NA | 1;0 | NA |
INTCLUST | NPI | P | CHEMOTHERAPY,HORMONE_THERAPY | 0.553 | 0.553 | 183.733 | 118.794 | 61.843 | 1977 | 56.951 | 2 | NA | NA | NA | NA | NA | 0;1 | NA |
COHORT | HORMONE_THERAPY | P | NA | NA | NA | 68.398 | 68.398 | 11.578 | 1977 | 56.821 | -2 | NA | NA | - | -0.069 | NA | 1;0 | NA |
CHEMOTHERAPY | RADIO_THERAPY | P | NA | NA | NA | 57.339 | 57.339 | 3.239 | 1977 | 54.100 | 2 | NA | NA | + | 0.231 | NA | 0;1 | NA |
HISTOLOGICAL_SUBTYPE | THREEGENE | P | NA | NA | NA | 84.946 | 84.946 | 36.909 | 1728 | 48.037 | -2 | NA | NA | NA | NA | NA | 1;0 | NA |
HISTOLOGICAL_SUBTYPE | NPI | P | NA | NA | NA | 61.728 | 61.728 | 19.705 | 1935 | 42.023 | 2 | NA | NA | NA | NA | NA | 0;1 | NA |
COHORT | RADIO_THERAPY | P | NA | NA | NA | 53.544 | 53.544 | 11.596 | 1977 | 41.949 | 2 | NA | NA | - | -0.169 | NA | 0;1 | NA |
BREAST_SURGERY | NPI | P | NA | NA | NA | 73.407 | 73.407 | 32.754 | 1953 | 40.653 | 2 | NA | NA | + | 0.192 | NA | 0;1 | NA |
CANCER_TYPE_DETAILED | TMB_NONSYNONYMOUS | P | NA | NA | NA | 54.548 | 54.548 | 16.530 | 1977 | 38.018 | 2 | NA | NA | NA | NA | NA | 0;1 | NA |
CANCER_TYPE_DETAILED | NPI | P | NA | NA | NA | 70.471 | 70.471 | 32.613 | 1977 | 37.858 | 2 | NA | NA | NA | NA | NA | 0;1 | NA |
HER2_SNP6 | THREEGENE | P | HER2_STATUS | 0.893 | 0.893 | 365.699 | 62.113 | 25.289 | 1763 | 36.824 | -2 | NA | NA | NA | NA | NA | 1;0 | NA |
PR_STATUS | THREEGENE | P | ER_STATUS | 0.891 | 0.891 | 287.416 | 43.201 | 12.820 | 1763 | 30.381 | -2 | NA | NA | NA | NA | NA | 1;0 | NA |
HER2_STATUS | INTCLUST | P | THREEGENE | 0.847 | 0.931 | 469.066 | 74.325 | 46.278 | 1763 | 28.047 | -2 | NA | NA | NA | NA | NA | 1;0 | NA |
CLAUDIN_SUBTYPE | TMB_NONSYNONYMOUS | P | NA | NA | NA | 42.288 | 42.288 | 19.164 | 1977 | 23.124 | 2 | NA | NA | NA | NA | NA | 0;1 | NA |
TUMOR_SIZE | TUMOR_STAGE | P | NPI | 0.944 | 0.944 | 399.948 | 53.422 | 32.800 | 1459 | 20.622 | 2 | NA | NA | + | 0.375 | NA | 0;1 | NA |
COHORT | VITAL_STATUS | P | AGE_AT_DIAGNOSIS | 0.476 | 0.476 | 60.991 | 58.759 | 38.234 | 1976 | 20.524 | 2 | NA | NA | - | -0.087 | NA | 0;1 | NA |
OS_MONTHS | RFS_STATUS | P | VITAL_STATUS | 0.864 | 0.864 | 145.230 | 25.688 | 8.412 | 1976 | 17.276 | -2 | NA | NA | + | 0.013 | NA | 1;0 | NA |
CHEMOTHERAPY | COHORT | P | RADIO_THERAPY,BREAST_SURGERY | 0.307 | 0.307 | 42.581 | 47.613 | 31.079 | 1953 | 16.534 | 2 | NA | NA | - | -0.076 | NA | 0;1 | NA |
ER_IHC | GRADE | P | THREEGENE | 0.748 | 0.875 | 158.834 | 31.619 | 15.319 | 1668 | 16.300 | -2 | NA | NA | NA | NA | NA | 1;0 | NA |
COHORT | TUMOR_STAGE | P | OS_MONTHS,HORMONE_THERAPY | 0.483 | 0.483 | 70.793 | 77.994 | 64.763 | 1465 | 13.231 | -2 | NA | NA | + | 0.055 | NA | 1;0 | NA |
AGE_AT_DIAGNOSIS | BREAST_SURGERY | P | VITAL_STATUS | 0.330 | 0.320 | 20.367 | 19.132 | 9.838 | 1952 | 9.295 | -2 | NA | NA | + | 0.104 | NA | 1;0 | NA |
AGE_AT_DIAGNOSIS | TUMOR_SIZE | P | VITAL_STATUS | 0.574 | 0.500 | 24.287 | 19.665 | 12.096 | 1952 | 7.569 | -2 | NA | NA | + | 0.085 | NA | 1;0 | NA |
NPI | RFS_STATUS | P | OS_MONTHS,THREEGENE | 0.730 | 0.730 | 71.864 | 17.371 | 10.267 | 1762 | 7.104 | -2 | NA | NA | NA | NA | NA | 1;0 | NA |
NPI | RADIO_THERAPY | P | CHEMOTHERAPY | 0.844 | 0.844 | 51.683 | 12.795 | 6.814 | 1977 | 5.981 | -2 | NA | NA | + | 0.114 | NA | 1;0 | NA |
CHEMOTHERAPY | LYMPH_NODES_EXAMINED_POSITIVE | P | NPI,PR_STATUS | 0.953 | 0.953 | 167.974 | 19.671 | 13.857 | 1904 | 5.814 | 2 | NA | NA | + | 0.170 | NA | 0;1 | NA |
HORMONE_THERAPY | OS_MONTHS | P | COHORT,LYMPH_NODES_EXAMINED_POSITIVE,PR_STATUS | 0.378 | 0.378 | 54.981 | 40.145 | 36.233 | 1904 | 3.913 | 2 | NA | NA | - | -0.036 | NA | 0;1 | NA |
OS_MONTHS | PR_STATUS | P | NPI,HORMONE_THERAPY | 0.680 | 0.680 | 40.325 | 12.156 | 11.005 | 1977 | 1.151 | -2 | NA | NA | + | 0.101 | NA | 1;0 | NA |
RFS_MONTHS | VITAL_STATUS | P | RFS_STATUS,OS_MONTHS | 0.911 | 0.911 | 350.933 | 14.390 | 14.094 | 1976 | 0.295 | -2 | NA | NA | - | -0.285 | NA | 1;0 | NA |
CLAUDIN_SUBTYPE | HER2_STATUS | N | INTCLUST | 1.000000 | 1.000000 | 172.408 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_IHC | PR_STATUS | N | ER_STATUS | 1.000000 | 1.000000 | 221.710 | 0 | 0 | 1937 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CLAUDIN_SUBTYPE | HER2_SNP6 | N | INTCLUST | 1.000000 | 1.000000 | 144.403 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CHEMOTHERAPY | CLAUDIN_SUBTYPE | N | ER_IHC | 1.024 | 1.000000 | 149.660 | 0 | 0 | 1937 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CHEMOTHERAPY | INTCLUST | N | ER_IHC | 1.023 | 1.000000 | 167.225 | 0 | 0 | 1937 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_STATUS | GRADE | N | INTCLUST | 1.000000 | 1.000000 | 162.347 | 0 | 0 | 1892 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
GRADE | PR_STATUS | N | INTCLUST | 1.000000 | 1.000000 | 99.307 | 0 | 0 | 1892 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CLAUDIN_SUBTYPE | HORMONE_THERAPY | N | ER_IHC | 0.964 | 1.000000 | 109.749 | 0 | 0 | 1937 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HORMONE_THERAPY | INTCLUST | N | ER_IHC | 0.969 | 1.000000 | 115.210 | 0 | 0 | 1937 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CHEMOTHERAPY | THREEGENE | N | ER_IHC | 1.031 | 1.000000 | 130.830 | 0 | 0 | 1728 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CHEMOTHERAPY | INFERRED_MENOPAUSAL_STATE | N | AGE_AT_DIAGNOSIS | 1.000000 | 1.000000 | 97.222 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CHEMOTHERAPY | TUMOR_STAGE | N | NPI | 1.000000 | 1.000000 | 101.267 | 0 | 0 | 1465 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HORMONE_THERAPY | THREEGENE | N | ER_IHC | 0.951 | 1.000000 | 93.435 | 0 | 0 | 1728 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_STATUS | NPI | N | GRADE | 1.061 | 1.000000 | 97.632 | 0 | 0 | 1892 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
INFERRED_MENOPAUSAL_STATE | VITAL_STATUS | N | AGE_AT_DIAGNOSIS | 1.000000 | 1.000000 | 76.156 | 0 | 0 | 1976 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CHEMOTHERAPY | PR_STATUS | N | ER_IHC | 1.027 | 1.000000 | 70.937 | 0 | 0 | 1937 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
NPI | PR_STATUS | N | INTCLUST | 1.000000 | 1.000000 | 73.650 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_IHC | NPI | N | GRADE | 1.005 | 1.000000 | 105.436 | 0 | 0 | 1868 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
LYMPH_NODES_EXAMINED_POSITIVE | TUMOR_SIZE | N | NPI | 1.000000 | 1.000000 | 83.607 | 0 | 0 | 1884 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CLAUDIN_SUBTYPE | GRADE | N | THREEGENE | 0.877 | 1.000000 | 223.673 | 0 | 0 | 1689 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HER2_STATUS | PR_STATUS | N | INTCLUST | 1.000000 | 1.000000 | 58.771 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_IHC | HER2_STATUS | N | INTCLUST | 1.000000 | 1.000000 | 56.188 | 0 | 0 | 1937 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_STATUS | HORMONE_THERAPY | N | ER_IHC | 0.964 | 1.000000 | 136.494 | 0 | 0 | 1937 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CLAUDIN_SUBTYPE | NPI | N | THREEGENE | 0.880 | 1.000000 | 140.628 | 0 | 0 | 1763 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
OS_MONTHS | TUMOR_SIZE | N | NPI | 1.000000 | 1.000000 | 57.198 | 0 | 0 | 1953 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
AGE_AT_DIAGNOSIS | INTCLUST | N | CHEMOTHERAPY | 1.000000 | 1.000000 | 93.066 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
AGE_AT_DIAGNOSIS | THREEGENE | N | CHEMOTHERAPY | 1.000000 | 1.000000 | 62.013 | 0 | 0 | 1763 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
GRADE | HER2_STATUS | N | INTCLUST | 1.000000 | 1.000000 | 42.659 | 0 | 0 | 1892 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
RFS_MONTHS | TUMOR_SIZE | N | NPI | 1.000000 | 1.000000 | 52.311 | 0 | 0 | 1953 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
TUMOR_SIZE | VITAL_STATUS | N | NPI | 1.000000 | 1.000000 | 45.194 | 0 | 0 | 1952 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
INTCLUST | OS_MONTHS | N | NPI | 1.000000 | 1.000000 | 61.513 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
COHORT | RFS_MONTHS | N | OS_MONTHS | 1.000000 | 1.000000 | 196.014 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CLAUDIN_SUBTYPE | VITAL_STATUS | N | CHEMOTHERAPY | 1.000000 | 1.000000 | 61.042 | 0 | 0 | 1976 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_STATUS | HER2_SNP6 | N | THREEGENE | 1.095 | 1.000000 | 35.475 | 0 | 0 | 1763 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
GRADE | HER2_SNP6 | N | THREEGENE | 1.015 | 1.000000 | 44.018 | 0 | 0 | 1689 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CLAUDIN_SUBTYPE | OS_MONTHS | N | NPI | 1.000000 | 1.000000 | 49.213 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CHEMOTHERAPY | HER2_STATUS | N | INTCLUST | 1.000000 | 1.000000 | 32.420 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
INTCLUST | RFS_MONTHS | N | NPI | 1.000000 | 1.000000 | 58.343 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CLAUDIN_SUBTYPE | HISTOLOGICAL_SUBTYPE | N | GRADE | 1.076 | 1.000000 | 97.633 | 0 | 0 | 1862 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
GRADE | OS_MONTHS | N | NPI | 1.000000 | 1.000000 | 38.254 | 0 | 0 | 1892 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
RFS_MONTHS | THREEGENE | N | NPI | 1.000000 | 1.000000 | 40.914 | 0 | 0 | 1763 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
INTCLUST | VITAL_STATUS | N | CHEMOTHERAPY | 1.000000 | 1.000000 | 75.840 | 0 | 0 | 1976 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
LYMPH_NODES_EXAMINED_POSITIVE | OS_MONTHS | N | NPI | 1.000000 | 1.000000 | 80.726 | 0 | 0 | 1904 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
OS_MONTHS | THREEGENE | N | NPI | 1.000000 | 1.000000 | 39.849 | 0 | 0 | 1763 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
INFERRED_MENOPAUSAL_STATE | INTCLUST | N | CHEMOTHERAPY | 1.000000 | 1.000000 | 51.787 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HER2_SNP6 | PR_STATUS | N | INTCLUST | 1.000000 | 1.000000 | 34.656 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
BREAST_SURGERY | TUMOR_STAGE | N | TUMOR_SIZE | 0.998 | 1.000000 | 45.883 | 0 | 0 | 1445 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
INFERRED_MENOPAUSAL_STATE | THREEGENE | N | ER_IHC | 1.005 | 1.000000 | 33.322 | 0 | 0 | 1728 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CLAUDIN_SUBTYPE | RFS_MONTHS | N | NPI | 1.000000 | 1.000000 | 44.169 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HISTOLOGICAL_SUBTYPE | INTCLUST | N | GRADE | 1.093 | 1.000000 | 142.595 | 0 | 0 | 1862 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CHEMOTHERAPY | OS_MONTHS | N | NPI | 1.000000 | 1.000000 | 31.174 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CELLULARITY | THREEGENE | N | CLAUDIN_SUBTYPE | 1.000000 | 1.000000 | 40.201 | 0 | 0 | 1710 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_STATUS | INTCLUST | N | THREEGENE,ER_IHC | 0.808 | 0.944 | 560.433 | 0 | 0 | 1728 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CLAUDIN_SUBTYPE | INTCLUST | N | THREEGENE,ER_IHC | 0.833 | 0.962 | 925.038 | 0 | 0 | 1728 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HORMONE_THERAPY | PR_STATUS | N | ER_STATUS | 1.000000 | 1.000000 | 26.773 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
GRADE | RFS_MONTHS | N | NPI | 1.000000 | 1.000000 | 32.760 | 0 | 0 | 1892 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HORMONE_THERAPY | TUMOR_STAGE | N | LYMPH_NODES_EXAMINED_POSITIVE | 0.825 | 1.000000 | 54.476 | 0 | 0 | 1403 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
TUMOR_STAGE | VITAL_STATUS | N | NPI | 1.000000 | 1.000000 | 46.046 | 0 | 0 | 1464 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CHEMOTHERAPY | RFS_MONTHS | N | NPI | 1.000000 | 1.000000 | 28.446 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
NPI | RFS_MONTHS | N | OS_MONTHS | 1.000000 | 1.000000 | 85.411 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_IHC | HER2_SNP6 | N | THREEGENE | 1.076 | 1.000000 | 27.212 | 0 | 0 | 1728 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
RFS_STATUS | TUMOR_SIZE | N | NPI | 1.000000 | 1.000000 | 28.191 | 0 | 0 | 1952 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CHEMOTHERAPY | HORMONE_THERAPY | N | AGE_AT_DIAGNOSIS | 1.000000 | 1.000000 | 24.226 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CHEMOTHERAPY | VITAL_STATUS | N | AGE_AT_DIAGNOSIS,NPI | 0.686 | 0.686 | 72.079 | 0 | 0 | 1976 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CHEMOTHERAPY | TUMOR_SIZE | N | NPI | 1.000000 | 1.000000 | 33.358 | 0 | 0 | 1953 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_IHC | HISTOLOGICAL_SUBTYPE | N | THREEGENE | 0.845 | 1.000000 | 47.596 | 0 | 0 | 1701 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HER2_STATUS | NPI | N | INTCLUST | 1.000000 | 1.000000 | 33.554 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
OS_MONTHS | TUMOR_STAGE | N | NPI | 1.000000 | 1.000000 | 74.038 | 0 | 0 | 1465 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
GRADE | VITAL_STATUS | N | NPI | 1.000000 | 1.000000 | 30.921 | 0 | 0 | 1891 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
RFS_MONTHS | TUMOR_STAGE | N | OS_MONTHS | 1.000000 | 1.000000 | 43.368 | 0 | 0 | 1465 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_IHC | THREEGENE | N | ER_STATUS,INTCLUST | 0.957 | 0.957 | 438.430 | 0 | 0 | 1728 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CLAUDIN_SUBTYPE | ER_IHC | N | ER_STATUS,INTCLUST | 0.959 | 0.959 | 464.948 | 0 | 0 | 1937 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_IHC | VITAL_STATUS | N | AGE_AT_DIAGNOSIS | 1.000000 | 1.000000 | 23.979 | 0 | 0 | 1936 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HER2_SNP6 | INTCLUST | N | HER2_STATUS,THREEGENE | 0.939 | 0.939 | 405.168 | 0 | 0 | 1763 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HER2_SNP6 | NPI | N | THREEGENE | 1.093 | 1.000000 | 27.383 | 0 | 0 | 1763 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_STATUS | VITAL_STATUS | N | CHEMOTHERAPY | 1.000000 | 1.000000 | 22.526 | 0 | 0 | 1976 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CHEMOTHERAPY | HISTOLOGICAL_SUBTYPE | N | THREEGENE | 1.096 | 1.000000 | 29.866 | 0 | 0 | 1728 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
AGE_AT_DIAGNOSIS | GRADE | N | ER_IHC | 1.081 | 1.000000 | 24.024 | 0 | 0 | 1868 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
GRADE | TUMOR_SIZE | N | NPI | 1.000000 | 1.000000 | 25.308 | 0 | 0 | 1875 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CHEMOTHERAPY | RFS_STATUS | N | VITAL_STATUS | 1.000000 | 1.000000 | 18.421 | 0 | 0 | 1976 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
GRADE | INTCLUST | N | THREEGENE | 0.852 | 1.000000 | 297.325 | 0 | 0 | 1689 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
GRADE | RADIO_THERAPY | N | CHEMOTHERAPY | 1.000000 | 1.000000 | 20.426 | 0 | 0 | 1892 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_STATUS | OS_MONTHS | N | NPI,HORMONE_THERAPY | 0.592 | 0.592 | 42.052 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_IHC | RFS_MONTHS | N | NPI,HORMONE_THERAPY | 0.565 | 0.565 | 44.345 | 0 | 0 | 1937 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
INTCLUST | RFS_STATUS | N | VITAL_STATUS | 1.000000 | 1.000000 | 39.134 | 0 | 0 | 1976 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
LYMPH_NODES_EXAMINED_POSITIVE | RFS_MONTHS | N | NPI | 1.000000 | 1.000000 | 76.342 | 0 | 0 | 1904 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
RADIO_THERAPY | VITAL_STATUS | N | COHORT | 1.000000 | 1.000000 | 19.106 | 0 | 0 | 1976 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
RADIO_THERAPY | TUMOR_STAGE | N | CHEMOTHERAPY | 1.000000 | 1.000000 | 22.517 | 0 | 0 | 1465 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CANCER_TYPE_DETAILED | ER_IHC | N | THREEGENE | 0.738 | 1.000000 | 34.235 | 0 | 0 | 1728 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HER2_STATUS | VITAL_STATUS | N | THREEGENE | 1.004 | 1.000000 | 18.433 | 0 | 0 | 1762 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
BREAST_SURGERY | OS_MONTHS | N | TUMOR_SIZE | 1.172 | 1.000000 | 17.800 | 0 | 0 | 1936 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HISTOLOGICAL_SUBTYPE | PR_STATUS | N | GRADE | 1.053 | 1.000000 | 27.661 | 0 | 0 | 1862 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CLAUDIN_SUBTYPE | PR_STATUS | N | ER_STATUS,THREEGENE | 0.926 | 0.926 | 290.954 | 0 | 0 | 1763 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HER2_STATUS | RFS_MONTHS | N | INTCLUST | 1.000000 | 1.000000 | 18.910 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
GRADE | LYMPH_NODES_EXAMINED_POSITIVE | N | CHEMOTHERAPY | 1.000000 | 1.000000 | 21.195 | 0 | 0 | 1832 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CHEMOTHERAPY | HER2_SNP6 | N | THREEGENE | 1.001 | 1.000000 | 19.481 | 0 | 0 | 1763 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
RFS_MONTHS | TMB_NONSYNONYMOUS | N | COHORT | 1.000000 | 1.000000 | 22.190 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CANCER_TYPE_DETAILED | INTCLUST | N | GRADE | 1.797 | 1.000000 | 117.203 | 0 | 0 | 1892 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
BREAST_SURGERY | RFS_MONTHS | N | TUMOR_SIZE | 1.094 | 1.000000 | 17.853 | 0 | 0 | 1936 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
LYMPH_NODES_EXAMINED_POSITIVE | VITAL_STATUS | N | CHEMOTHERAPY,NPI | 0.251 | 0.251 | 68.838 | 0 | 0 | 1903 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
AGE_AT_DIAGNOSIS | RFS_MONTHS | N | OS_MONTHS | 1.000000 | 1.000000 | 24.732 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
AGE_AT_DIAGNOSIS | RADIO_THERAPY | N | CHEMOTHERAPY | 1.000000 | 1.000000 | 18.137 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
AGE_AT_DIAGNOSIS | OS_MONTHS | N | VITAL_STATUS,COHORT | 0.640 | 0.651 | 64.510 | 0 | 0 | 1976 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
GRADE | RFS_STATUS | N | NPI | 1.000000 | 1.000000 | 16.861 | 0 | 0 | 1891 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
GRADE | TUMOR_STAGE | N | CHEMOTHERAPY | 1.000000 | 1.000000 | 27.628 | 0 | 0 | 1408 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HER2_STATUS | OS_MONTHS | N | GRADE | 1.011 | 1.000000 | 17.385 | 0 | 0 | 1892 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HORMONE_THERAPY | TUMOR_SIZE | N | NPI | 1.000000 | 1.000000 | 17.564 | 0 | 0 | 1953 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CANCER_TYPE_DETAILED | CHEMOTHERAPY | N | GRADE | 1.089 | 1.000000 | 24.322 | 0 | 0 | 1892 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CLAUDIN_SUBTYPE | TUMOR_SIZE | N | NPI | 1.000000 | 1.000000 | 44.011 | 0 | 0 | 1953 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_STATUS | TUMOR_STAGE | N | NPI | 1.000000 | 1.000000 | 19.410 | 0 | 0 | 1465 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
AGE_AT_DIAGNOSIS | CLAUDIN_SUBTYPE | N | CHEMOTHERAPY,HORMONE_THERAPY | 0.809 | 0.809 | 87.661 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HORMONE_THERAPY | TMB_NONSYNONYMOUS | N | COHORT | 1.000000 | 1.000000 | 21.740 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
INTCLUST | PR_STATUS | N | ER_STATUS,THREEGENE | 0.916 | 0.916 | 277.134 | 0 | 0 | 1763 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CLAUDIN_SUBTYPE | RFS_STATUS | N | VITAL_STATUS | 1.000000 | 1.000000 | 24.582 | 0 | 0 | 1976 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
PR_STATUS | VITAL_STATUS | N | RFS_MONTHS | 1.000000 | 1.000000 | 14.894 | 0 | 0 | 1976 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
THREEGENE | TUMOR_SIZE | N | VITAL_STATUS | 1.020 | 1.000000 | 21.105 | 0 | 0 | 1742 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
THREEGENE | VITAL_STATUS | N | CHEMOTHERAPY,RFS_MONTHS | 0.749 | 0.749 | 50.477 | 0 | 0 | 1762 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
AGE_AT_DIAGNOSIS | ER_IHC | N | CHEMOTHERAPY,HORMONE_THERAPY | 0.901 | 0.901 | 103.483 | 0 | 0 | 1937 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
NPI | VITAL_STATUS | N | OS_MONTHS,ER_IHC | 0.886 | 0.886 | 97.385 | 0 | 0 | 1936 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_IHC | OS_MONTHS | N | NPI,HORMONE_THERAPY | 0.755 | 0.755 | 39.686 | 0 | 0 | 1937 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
COHORT | TUMOR_SIZE | N | OS_MONTHS | 1.000000 | 1.000000 | 45.976 | 0 | 0 | 1953 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_STATUS | RFS_MONTHS | N | NPI,HORMONE_THERAPY | 0.722 | 0.722 | 34.553 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
RFS_STATUS | THREEGENE | N | VITAL_STATUS | 1.000000 | 1.000000 | 16.488 | 0 | 0 | 1762 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
AGE_AT_DIAGNOSIS | HER2_STATUS | N | INTCLUST | 1.000000 | 1.000000 | 14.674 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HER2_STATUS | HISTOLOGICAL_SUBTYPE | N | INTCLUST | 1.000000 | 1.000000 | 22.146 | 0 | 0 | 1935 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
BREAST_SURGERY | RFS_STATUS | N | TUMOR_SIZE | 1.175 | 1.000000 | 9.460 | 0 | 0 | 1935 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HER2_STATUS | HORMONE_THERAPY | N | INTCLUST | 1.000000 | 1.000000 | 10.326 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
PR_STATUS | RFS_MONTHS | N | NPI,HORMONE_THERAPY | 0.712 | 0.712 | 31.724 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CANCER_TYPE_DETAILED | HER2_STATUS | N | NPI | 1.000000 | 1.000000 | 21.217 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CELLULARITY | NPI | N | THREEGENE | 1.054 | 1.000000 | 16.455 | 0 | 0 | 1710 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CELLULARITY | INTCLUST | N | CLAUDIN_SUBTYPE | 1.000000 | 1.000000 | 53.019 | 0 | 0 | 1916 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CHEMOTHERAPY | GRADE | N | NPI,INTCLUST | 0.932 | 0.932 | 94.845 | 0 | 0 | 1892 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
AGE_AT_DIAGNOSIS | NPI | N | VITAL_STATUS | 1.001 | 1.000000 | 22.702 | 0 | 0 | 1976 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
AGE_AT_DIAGNOSIS | TUMOR_STAGE | N | TUMOR_SIZE | 1.310 | 1.000000 | 18.121 | 0 | 0 | 1459 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
PR_STATUS | TUMOR_STAGE | N | CHEMOTHERAPY | 1.000000 | 1.000000 | 15.779 | 0 | 0 | 1465 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
GRADE | INFERRED_MENOPAUSAL_STATE | N | CLAUDIN_SUBTYPE | 1.000000 | 1.000000 | 11.839 | 0 | 0 | 1892 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_IHC | INFERRED_MENOPAUSAL_STATE | N | CHEMOTHERAPY,HORMONE_THERAPY | 0.906 | 0.906 | 65.724 | 0 | 0 | 1937 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HER2_SNP6 | OS_MONTHS | N | ER_IHC | 1.004 | 1.000000 | 17.669 | 0 | 0 | 1937 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HER2_STATUS | INFERRED_MENOPAUSAL_STATE | N | THREEGENE | 1.158 | 1.000000 | 8.023 | 0 | 0 | 1763 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
COHORT | RFS_STATUS | N | VITAL_STATUS | 1.000000 | 1.000000 | 17.279 | 0 | 0 | 1976 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HER2_SNP6 | RFS_MONTHS | N | ER_IHC | 1.133 | 1.000000 | 16.742 | 0 | 0 | 1937 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
TMB_NONSYNONYMOUS | TUMOR_STAGE | N | COHORT | 1.000000 | 1.000000 | 17.507 | 0 | 0 | 1465 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_IHC | TUMOR_STAGE | N | NPI | 1.000000 | 1.000000 | 14.606 | 0 | 0 | 1440 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_IHC | LYMPH_NODES_EXAMINED_POSITIVE | N | GRADE | 1.264 | 1.000000 | 10.680 | 0 | 0 | 1809 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CELLULARITY | ER_IHC | N | CLAUDIN_SUBTYPE | 1.000000 | 1.000000 | 11.099 | 0 | 0 | 1878 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_STATUS | RADIO_THERAPY | N | GRADE | 1.132 | 1.000000 | 7.583 | 0 | 0 | 1892 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HER2_STATUS | RFS_STATUS | N | GRADE | 1.258 | 1.000000 | 7.793 | 0 | 0 | 1891 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_STATUS | LYMPH_NODES_EXAMINED_POSITIVE | N | GRADE | 1.158 | 1.000000 | 9.858 | 0 | 0 | 1832 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
AGE_AT_DIAGNOSIS | PR_STATUS | N | CLAUDIN_SUBTYPE | 1.000000 | 1.000000 | 11.036 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_IHC | RADIO_THERAPY | N | VITAL_STATUS | 1.010 | 1.000000 | 7.227 | 0 | 0 | 1936 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
INFERRED_MENOPAUSAL_STATE | OS_MONTHS | N | VITAL_STATUS | 1.031 | 1.000000 | 10.872 | 0 | 0 | 1976 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CANCER_TYPE_DETAILED | GRADE | N | THREEGENE | 0.772 | 1.000000 | 50.345 | 0 | 0 | 1689 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
TMB_NONSYNONYMOUS | VITAL_STATUS | N | COHORT | 1.000000 | 1.000000 | 13.287 | 0 | 0 | 1976 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
INFERRED_MENOPAUSAL_STATE | NPI | N | INTCLUST | 1.000000 | 1.000000 | 10.640 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
INFERRED_MENOPAUSAL_STATE | RFS_MONTHS | N | VITAL_STATUS | 1.028 | 1.000000 | 16.459 | 0 | 0 | 1976 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CLAUDIN_SUBTYPE | INFERRED_MENOPAUSAL_STATE | N | HORMONE_THERAPY,AGE_AT_DIAGNOSIS | 0.907 | 0.907 | 51.076 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CANCER_TYPE_DETAILED | PR_STATUS | N | THREEGENE | 1.240 | 1.000000 | 18.200 | 0 | 0 | 1763 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_STATUS | HISTOLOGICAL_SUBTYPE | N | GRADE,ER_IHC | 0.738 | 0.787 | 52.176 | 0 | 0 | 1839 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
COHORT | GRADE | N | RFS_MONTHS | 1.000000 | 1.000000 | 23.976 | 0 | 0 | 1892 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
THREEGENE | TUMOR_STAGE | N | VITAL_STATUS | 1.065 | 1.000000 | 27.713 | 0 | 0 | 1299 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
AGE_AT_DIAGNOSIS | ER_STATUS | N | CHEMOTHERAPY,CLAUDIN_SUBTYPE | 0.954 | 0.954 | 75.056 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CANCER_TYPE_DETAILED | ER_STATUS | N | NPI,ER_IHC | 0.582 | 0.582 | 39.999 | 0 | 0 | 1937 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CELLULARITY | TUMOR_SIZE | N | CLAUDIN_SUBTYPE | 1.000000 | 1.000000 | 11.315 | 0 | 0 | 1894 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
COHORT | LYMPH_NODES_EXAMINED_POSITIVE | N | OS_MONTHS | 1.000000 | 1.000000 | 15.972 | 0 | 0 | 1904 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CANCER_TYPE_DETAILED | CLAUDIN_SUBTYPE | N | GRADE | 3.966 | 1.000000 | 68.167 | 0 | 0 | 1892 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
BREAST_SURGERY | COHORT | N | OS_MONTHS | 1.000000 | 1.000000 | 13.943 | 0 | 0 | 1953 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
LYMPH_NODES_EXAMINED_POSITIVE | RADIO_THERAPY | N | CHEMOTHERAPY,NPI | 0.896 | 0.896 | 28.206 | 0 | 0 | 1904 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
PR_STATUS | TUMOR_SIZE | N | NPI | 1.000000 | 1.000000 | 8.986 | 0 | 0 | 1953 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
LYMPH_NODES_EXAMINED_POSITIVE | PR_STATUS | N | GRADE | 1.197 | 1.000000 | 8.479 | 0 | 0 | 1832 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_IHC | TUMOR_SIZE | N | GRADE | 1.498 | 1.000000 | 8.366 | 0 | 0 | 1852 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
BREAST_SURGERY | VITAL_STATUS | N | NPI,RADIO_THERAPY | 0.921 | 0.921 | 31.310 | 0 | 0 | 1952 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
INTCLUST | TMB_NONSYNONYMOUS | N | CLAUDIN_SUBTYPE | 1.000000 | 1.000000 | 29.974 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
INFERRED_MENOPAUSAL_STATE | RADIO_THERAPY | N | VITAL_STATUS | 1.018 | 1.000000 | 4.970 | 0 | 0 | 1976 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
RADIO_THERAPY | TMB_NONSYNONYMOUS | N | VITAL_STATUS | 1.068 | 1.000000 | 8.124 | 0 | 0 | 1976 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
BREAST_SURGERY | HER2_STATUS | N | NPI | 1.000000 | 1.000000 | 4.544 | 0 | 0 | 1953 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HORMONE_THERAPY | RFS_MONTHS | N | COHORT,NPI,OS_MONTHS | 0.477 | 0.477 | 57.210 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_IHC | TMB_NONSYNONYMOUS | N | HORMONE_THERAPY | 1.000000 | 1.000000 | 7.902 | 0 | 0 | 1937 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HORMONE_THERAPY | NPI | N | TUMOR_STAGE,INTCLUST,LYMPH_NODES_EXAMINED_POSITIVE | 0.815 | 0.715 | 32.085 | 0 | 0 | 1403 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
BREAST_SURGERY | THREEGENE | N | VITAL_STATUS | 1.084 | 1.000000 | 9.739 | 0 | 0 | 1742 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
RADIO_THERAPY | THREEGENE | N | GRADE | 1.362 | 1.000000 | 9.541 | 0 | 0 | 1689 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
COHORT | INFERRED_MENOPAUSAL_STATE | N | AGE_AT_DIAGNOSIS | 1.000000 | 1.000000 | 12.107 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_STATUS | INFERRED_MENOPAUSAL_STATE | N | CHEMOTHERAPY,AGE_AT_DIAGNOSIS | 0.983 | 0.983 | 44.985 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
GRADE | HISTOLOGICAL_SUBTYPE | N | THREEGENE | 0.760 | 1.000000 | 84.606 | 0 | 0 | 1664 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
RFS_STATUS | TUMOR_STAGE | N | OS_MONTHS,NPI | 0.973 | 0.973 | 34.330 | 0 | 0 | 1464 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HORMONE_THERAPY | RADIO_THERAPY | N | NPI,AGE_AT_DIAGNOSIS | 0.904 | 0.904 | 9.545 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
AGE_AT_DIAGNOSIS | HORMONE_THERAPY | N | ER_IHC,LYMPH_NODES_EXAMINED_POSITIVE,OS_MONTHS,INFERRED_MENOPAUSAL_STATE | 0.652 | 0.634 | 88.681 | 0 | 0 | 1874 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CELLULARITY | ER_STATUS | N | CLAUDIN_SUBTYPE | 1.000000 | 1.000000 | 6.594 | 0 | 0 | 1916 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CHEMOTHERAPY | ER_STATUS | N | ER_IHC,NPI | 1.026 | 0.997 | 179.077 | 0 | 0 | 1937 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HER2_STATUS | LYMPH_NODES_EXAMINED_POSITIVE | N | GRADE,CHEMOTHERAPY | 1.021 | 0.891 | 10.151 | 0 | 0 | 1832 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CELLULARITY | TMB_NONSYNONYMOUS | N | CLAUDIN_SUBTYPE | 1.000000 | 1.000000 | 9.862 | 0 | 0 | 1916 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
INFERRED_MENOPAUSAL_STATE | RFS_STATUS | N | VITAL_STATUS | 1.000000 | 1.000000 | 3.655 | 0 | 0 | 1976 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
BREAST_SURGERY | LYMPH_NODES_EXAMINED_POSITIVE | N | TUMOR_SIZE,VITAL_STATUS | 1.049 | 0.981 | 26.856 | 0 | 0 | 1867 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HORMONE_THERAPY | INFERRED_MENOPAUSAL_STATE | N | AGE_AT_DIAGNOSIS | 1.000000 | 1.000000 | 78.219 | 0 | 0 | 1977 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
HER2_STATUS | TUMOR_STAGE | N | CHEMOTHERAPY | 1.000000 | 1.000000 | 9.261 | 0 | 0 | 1465 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CELLULARITY | COHORT | N | TMB_NONSYNONYMOUS | 1.000000 | 1.000000 | 21.398 | 0 | 0 | 1916 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
CANCER_TYPE_DETAILED | THREEGENE | N | NPI,ER_STATUS | 0.999 | 0.999 | 64.422 | 0 | 0 | 1763 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
ER_STATUS | HER2_STATUS | N | THREEGENE,INTCLUST | 1.015 | 1.000 | 69.995 | 0 | 0 | 1763 | 0 | 0 | NA | NA | 0 | NA | -1;-1 | NA | |
var_names | var_type | levels_increasing_order | group |
---|---|---|---|
CANCER_TYPE_DETAILED | 0 | NA | Baseline histology |
ER_STATUS | 0 | Negative,Positive | Baseline histology |
HER2_STATUS | 0 | Negative,Positive | Baseline histology |
GRADE | 0 | 1,2,3 | Baseline histology |
PR_STATUS | 0 | Negative,Positive | Baseline histology |
TUMOR_SIZE | 1 | NA | Clinical baseline |
TUMOR_STAGE | 0 | 0,1,2,3,4 | Clinical baseline |
TMB_NONSYNONYMOUS | 1 | NA | Mutations |
LYMPH_NODES_EXAMINED_POSITIVE | 1 | NA | Surgery |
NPI | 1 | NA | Prognostic factor |
CELLULARITY | 0 | Low,Moderate,High | Baseline histology |
CHEMOTHERAPY | 0 | NO,YES | Treatment |
COHORT | 0 | NA | Cohort |
ER_IHC | 0 | Negative,Positve | Baseline histology |
HER2_SNP6 | 0 | GAIN,LOSS,NEUTRAL,UNDEF | Baseline histology |
HORMONE_THERAPY | 0 | NO,YES | Treatment |
INFERRED_MENOPAUSAL_STATE | 0 | Pre,Post | Clinical baseline |
INTCLUST | 0 | NA | Clinical baseline |
AGE_AT_DIAGNOSIS | 1 | NA | Clinical baseline |
OS_MONTHS | 1 | NA | Survival |
CLAUDIN_SUBTYPE | 0 | NA | Baseline histology |
THREEGENE | 0 | NA | Baseline histology |
VITAL_STATUS | 0 | Died of Disease,Died of Other Causes,Living | Survival |
LATERALITY | 0 | NA | Clinical baseline |
RADIO_THERAPY | 0 | NO,YES | Treatment |
HISTOLOGICAL_SUBTYPE | 0 | NA | Baseline histology |
BREAST_SURGERY | 0 | BREAST CONSERVING,MASTECTOMY | Surgery |
RFS_STATUS | 0 | 0:Not Recurred,1:Recurred | Survival |
RFS_MONTHS | 1 | NA | Survival |