idx Tumor Normal Age Sex Tumor_Size_cm Histologic_Grade Tumor_necrosis Path_Stage_pT Path_Stage_pN Stage BMI Tobacco_smoking_history CASP8_mutation FAT1_mutation RNF43_mutation RPL22_mutation ARID1A_mutation PIK3CA_mutation ACVR2A_mutation SOX9_mutation KRAS_mutation APC_mutation SETD1B_mutation TP53_mutation SMAD4_mutation NOTCH1_mutation TCF7L2_mutation ZFP36L2_mutation ANO10_mutation MXRA8_mutation B2M_mutation CTNNB1_mutation UPF3A_mutation ZNF540_mutation BMPR2_mutation PTX4_mutation OS_days OS_event PFS_days PFS_event CIBERSORT_B_cell_naive CIBERSORT_B_cell_memory CIBERSORT_B_cell_plasma CIBERSORT_T_cell_CD8+ CIBERSORT_T_cell_CD4+_naive CIBERSORT_T_cell_CD4+_memory_resting CIBERSORT_T_cell_CD4+_memory_activated CIBERSORT_T_cell_follicular_helper CIBERSORT_T_cell_regulatory_(Tregs) CIBERSORT_T_cell_gamma_delta CIBERSORT_NK_cell_resting CIBERSORT_NK_cell_activated CIBERSORT_Monocyte CIBERSORT_Macrophage_M0 CIBERSORT_Macrophage_M1 CIBERSORT_Macrophage_M2 CIBERSORT_Myeloid_dendritic_cell_resting CIBERSORT_Myeloid_dendritic_cell_activated CIBERSORT_Mast_cell_activated CIBERSORT_Mast_cell_resting CIBERSORT_Eosinophil CIBERSORT_Neutrophil ESTIMATE_StromalScore ESTIMATE_ImmuneScore ESTIMATE_ESTIMATEScore PROGENy_Androgen PROGENy_EGFR PROGENy_Estrogen PROGENy_Hypoxia PROGENy_JAK-STAT PROGENy_MAPK PROGENy_NFkB PROGENy_p53 PROGENy_PI3K PROGENy_TGFb PROGENy_TNFa PROGENy_Trail PROGENy_VEGF PROGENy_WNT HALLMARK_TNFA_SIGNALING_VIA_NFKB HALLMARK_HYPOXIA HALLMARK_CHOLESTEROL_HOMEOSTASIS HALLMARK_MITOTIC_SPINDLE HALLMARK_WNT_BETA_CATENIN_SIGNALING HALLMARK_TGF_BETA_SIGNALING HALLMARK_IL6_JAK_STAT3_SIGNALING HALLMARK_DNA_REPAIR HALLMARK_G2M_CHECKPOINT HALLMARK_APOPTOSIS HALLMARK_NOTCH_SIGNALING HALLMARK_ADIPOGENESIS HALLMARK_ESTROGEN_RESPONSE_EARLY HALLMARK_ESTROGEN_RESPONSE_LATE HALLMARK_ANDROGEN_RESPONSE HALLMARK_MYOGENESIS HALLMARK_PROTEIN_SECRETION HALLMARK_INTERFERON_ALPHA_RESPONSE HALLMARK_INTERFERON_GAMMA_RESPONSE HALLMARK_APICAL_JUNCTION HALLMARK_APICAL_SURFACE HALLMARK_HEDGEHOG_SIGNALING HALLMARK_COMPLEMENT HALLMARK_UNFOLDED_PROTEIN_RESPONSE HALLMARK_PI3K_AKT_MTOR_SIGNALING HALLMARK_MTORC1_SIGNALING HALLMARK_E2F_TARGETS HALLMARK_MYC_TARGETS_V1 HALLMARK_MYC_TARGETS_V2 HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION HALLMARK_INFLAMMATORY_RESPONSE HALLMARK_XENOBIOTIC_METABOLISM HALLMARK_FATTY_ACID_METABOLISM HALLMARK_OXIDATIVE_PHOSPHORYLATION HALLMARK_GLYCOLYSIS HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY HALLMARK_P53_PATHWAY HALLMARK_UV_RESPONSE_UP HALLMARK_UV_RESPONSE_DN HALLMARK_ANGIOGENESIS HALLMARK_HEME_METABOLISM HALLMARK_COAGULATION HALLMARK_IL2_STAT5_SIGNALING HALLMARK_BILE_ACID_METABOLISM HALLMARK_PEROXISOME HALLMARK_ALLOGRAFT_REJECTION HALLMARK_SPERMATOGENESIS HALLMARK_KRAS_SIGNALING_UP HALLMARK_KRAS_SIGNALING_DN HALLMARK_PANCREAS_BETA_CELLS xCell_Myeloid_dendritic_cell_activated xCell_B_cell xCell_T_cell_CD4+_memory xCell_T_cell_CD4+_naive xCell_T_cell_CD4+_(non-regulatory) xCell_T_cell_CD4+_central_memory xCell_T_cell_CD4+_effector_memory xCell_T_cell_CD8+_naive xCell_T_cell_CD8+ xCell_T_cell_CD8+_central_memory xCell_T_cell_CD8+_effector_memory xCell_Class-switched_memory_B_cell xCell_Common_lymphoid_progenitor xCell_Common_myeloid_progenitor xCell_Myeloid_dendritic_cell xCell_Endothelial_cell xCell_Eosinophil xCell_Cancer_associated_fibroblast xCell_Granulocyte-monocyte_progenitor xCell_Hematopoietic_stem_cell xCell_Macrophage xCell_Macrophage_M1 xCell_Macrophage_M2 xCell_Mast_cell xCell_B_cell_memory xCell_Monocyte xCell_B_cell_naive xCell_Neutrophil xCell_NK_cell xCell_T_cell_NK xCell_Plasmacytoid_dendritic_cell xCell_B_cell_plasma xCell_T_cell_gamma_delta xCell_T_cell_CD4+_Th1 xCell_T_cell_CD4+_Th2 xCell_T_cell_regulatory_(Tregs) xCell_immune_score xCell_stroma_score xCell_microenvironment_score PTM_SEA_PERT-PSP_SII_ANGIOTENSIN_2 PTM_SEA_PERT-PSP_PHORBOL_ESTER PTM_SEA_PERT-PSP_NOCODAZOLE PTM_SEA_PERT-PSP_EGF PTM_SEA_PERT-PSP_ANTI_CD3 PTM_SEA_PATH-NP_TSLP_PATHWAY PTM_SEA_PATH-NP_EGFR1_PATHWAY PTM_SEA_KINASE-PSP_PKCA/PRKCA PTM_SEA_KINASE-PSP_PKACA/PRKACA PTM_SEA_KINASE-PSP_p90RSK/RPS6KA1 PTM_SEA_KINASE-PSP_MAPKAPK2 PTM_SEA_KINASE-PSP_ERK2/MAPK1 PTM_SEA_KINASE-PSP_ERK1/MAPK3 PTM_SEA_KINASE-PSP_CK2A1/CSNK2A1 PTM_SEA_KINASE-PSP_Chk1/CHEK1 PTM_SEA_KINASE-PSP_CDK2 PTM_SEA_KINASE-PSP_CDK1 PTM_SEA_KINASE-PSP_Akt1/AKT1 CNV_index_chr1 CNV_index_chr2 CNV_index_chr3 CNV_index_chr4 CNV_index_chr5 CNV_index_chr6 CNV_index_chr7 CNV_index_chr8 CNV_index_chr9 CNV_index_chr10 CNV_index_chr11 CNV_index_chr12 CNV_index_chr13 CNV_index_chr14 CNV_index_chr15 CNV_index_chr16 CNV_index_chr17 CNV_index_chr18 CNV_index_chr19 CNV_index_chr20 CNV_index_chr21 CNV_index_chr22 CNV_index_chr23 CNV_index_chr24 CNV_index_CIN_index MSI_H Mutation_signature_SBS1 Mutation_signature_SBS5 Mutation_signature_SBS10a Mutation_signature_SBS10b Mutation_signature_SBS15 Mutation_signature_SBS20 Mutation_signature_SBS26 Mutation_signature_SBS40 POLE WES_purity WES_ploidy TMB data_type BIN BIN CON BIN CON ORD BIN ORD ORD ORD CON ORD BIN BIN BIN BIN BIN BIN BIN BIN BIN BIN BIN BIN BIN BIN BIN BIN BIN BIN BIN BIN BIN BIN BIN BIN CON BIN CON BIN CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON CON BIN CON CON CON CON CON CON CON CON BIN CON CON CON 01CO001 Yes Yes 60 Male NA NA NA pT4 pN2 Stage III NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 390 0 390 0 0.170659889 0.02522844 0.149748051 0.154231062 0 1.20371491 0.008397919 0.024702797 0 0 0.025632586 0 0.018309128 0.026364837 0.180965472 0.429594494 0.234960746 0.001551364 0.010956048 0.034349277 0.061284266 0 2137.223 3874.008 6011.231 1.29463697 -0.89679489 -0.03855822 -0.32422049 -0.11389896 -1.29735005 -0.49017372 0.36212057 0.67346579 -1.01107619 -0.50154317 -0.07628893 -0.10540075 -1.89172852 8.4527 9.9777 8.6477 16.4505 2.5384 8.1724 5.1542 10.2694 16.449 13.049 3.9648 15.3085 7.9674 9.9135 12.4155 0.788 14.176 10.6001 12.9349 5.8959 -0.9465 -0.919 7.7057 13.895 11.4399 20.03 17.1674 23.8387 7.9106 10.3897 0.8479 6.8389 13.9365 22.5595 13.3844 8.3463 10.9628 9.9454 10.1921 3.2668 9.4208 5.9603 8.6761 3.2506 9.5786 4.0294 -1.6272 6.4218 -11.7576 -0.979 0.09785738 0.06511287 0.008566507 0 8.877205e-19 5.452192e-18 0.005021248 0.001796782 0 0.01728816 3.878564e-18 0.02062128 0.003757133 2.527545e-19 0.01206653 0.02579961 0 2.133975e-18 0.01210971 0.107365 0.002065035 0.003735969 0 0 0.03780578 0 0.0004984095 0.004928854 5.711284e-18 0.0907494 0.01621358 0.02104418 3.321987e-17 0 0.181156 3.398418e-19 0.05611552 0.0128998 0.06901533 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.08434706 0.21657774 0.01338473 0.06073059 0.07633197 0.046666 0.04678748 0.0831451 0.03814373 0.02481848 0.03609868 0.01477704 0.04144461 0.01876376 0.03452275 0.09072312 0.02368588 0.24752623 0.31430735 0.10037 0.0323 0.09730032 0.03821334 0.23446316 2.01542913 No NA NA NA NA NA NA NA NA No 0.33 2.08 NA 01CO005 Yes Yes 69 Female NA NA NA pT3 pN0 Stage II NA NA 0 0 0 0 0 0 0 0 0 1 0 1 0 1 0 0 0 0 0 0 0 1 0 0 531 1 NA 0 0.10540791 0 0.047860292 0.169397046 0 0.531333553 0 0 0 0 0.018620191 0.001873342 0 0.118732054 0.178690537 0.363702354 0.012695314 0 0.029341131 0 0.145929457 0.035725536 425.6765 1768.2384 2193.9149 -0.3260372 -0.3869116 0.8009083 -0.4000476 -1.3516902 -0.4067276 -0.9625584 0.2139945 0.2022058 -0.5735775 -0.8946187 -1.6453657 0.2886253 -1.819794 6.6213 7.1247 8.9507 15.0278 3.3932 8.5288 2.3328 10.9462 15.6666 11.6642 4.2972 14.0555 8.0606 8.7663 11.1802 0.0626 14.4587 8.7106 7.4955 6.0021 -0.1908 -1.0497 4.3577 13.012 11.0526 19.3156 16.4582 25.0897 9.2152 8.011 -2.7059 5.9774 12.2951 21.9728 13.4386 8.5752 10.852 8.8442 8.6016 2.4736 8.2169 4.5864 6.128 2.7989 9.1178 -0.4183 -3.1007 1.4036 -12.5544 -2.0045 0 0 2.858248e-20 4.780033e-19 4.402974e-19 0.01041707 6.054314e-18 0.0001612912 7.575736e-19 0 0 0.001673176 0.0005645328 0 0 0.01132265 0.001635721 2.427304e-18 3.715685e-19 0.03182316 1.297056e-22 0 0.008009704 0.002755214 0 0 0 9.825912e-20 0 0.03441592 3.421869e-19 0.00635004 0 0.04050687 0.001325124 6.087869e-19 0.00292729 0.005661323 0.008588613 -4.9649 -3.0661 -3.4796 -4.2047 -4.8298 -3.4435 -0.2059 -4.728 -5.1634 -2.61 -4.7231 -3.784 -4.0958 4.7979 -1.5723 -2.9838 -4.2786 -4.9043 0.02387814 0.32016617 0.11676757 0.09691872 0.27786569 0.11773422 0.35907782 0.2586361 0.03479251 0.28309072 0.03850236 0.43444771 0.36856033 0.33272566 0.30206681 0.08494851 0.38151639 0.14098016 0.21594431 0.58214258 0.10497732 0.39163729 0.36729455 0.06822761 5.70289924 No 83 0 0 0 0 0 0 107 No 0.59 4.21 2.7 01CO006 Yes Yes 75 Female NA NA NA pT4 pN2 Stage III NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 365 0 NA 1 0.4001947 0.48565763 0 0.86751885 0 0.66153737 0 0.25684649 0.25272766 0 0 0 0.03210577 0 0.51654056 0.56904609 0.18757242 0 0.13151168 0 0.0134003 0.0790537 3626.119 5528.598 9154.716 -0.2429309 -1.1302895 -0.4058691 -1.417551 -0.2084831 -1.9113231 -0.6149 0.9910457 0.6228471 -0.7510389 -0.8124944 1.8851904 -1.4848824 -1.1593291 7.3893 7.5374 7.3183 16.2301 1.954 7.2075 4.866 9.2663 15.7498 13.7953 3.4673 14.9836 5.7984 7.6985 12.9715 -0.0237 14.8898 10.6682 13.5056 6.8468 -0.654 0.0584 8.9113 13.3671 11.4019 18.0096 14.5084 23.3494 7.379 13.0431 2.1223 6.607 13.0781 21.1287 10.5553 7.2473 9.6006 8.1295 11.2114 3.5879 9.0021 5.8732 9.1603 3.1906 9.2304 8.0068 -3.2653 5.7703 -12.8668 -1.3803 0.1255022 0.3023641 0.009810282 0.04246952 0 0 0.001765685 0 0.09722026 0.1270225 0 0.06188202 0 7.651612e-19 0.01513475 0.01786641 0 0.0481066 0.06098928 0.1448236 0.02686796 0.02817472 0.01649439 0.01581122 0.1209087 2.010617e-21 0.02867885 0.001936864 0 0.04506946 0.02719948 0.05691276 3.924482e-18 3.294972e-18 0.09467306 9.923074e-18 0.3062234 0.0329865 0.3392099 4.3629 3.583 -1.2952 0.7659 2.0503 0.7944 3.0348 5.4694 1.9272 3.5962 2.0964 -1.2453 -1.2913 -6.8118 -0.4438 -3.301 -3.4189 2.5828 0.037786611 0.024239789 0.032051486 0.012643137 0.046728337 0.022854111 0.057058931 0.020642351 0.008957017 0.050127044 0.03511331 0.030156975 0.009055277 0.025398222 0.03113974 0.056035943 0.071930078 0.010977953 0.096612637 0.056417347 0.033609131 0.06080036 0.038501964 0.015460946 0.884298696 No 7 16 0 0 0 0 0 0 No 0.23 2.03 0.26 01CO008 Yes Yes 54 Female NA NA NA pT3 pN0 Stage II NA NA 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 369 0 369 0 0.008900383 0.023195158 0.125100384 0.074296796 0 0.546902959 0.042626821 0 0 0 0.045694578 0 0.008991887 0 0.025360128 0.145937522 0.139577778 0.001664801 0.034389506 0.00786264 0.048491922 0 150.4524 2312.0116 2462.4641 -4.1130652 -1.0405284 -4.4187884 -3.1165032 -2.7040064 -2.1597204 -3.3354959 -3.52979 4.8945309 -2.1680691 -3.6298503 -0.5901891 0.2657932 -3.333312 6.8897 8.5995 8.2669 15.5568 2.8828 8.9357 1.2835 8.4762 13.9773 11.5038 3.2441 12.8269 6.8404 8.0853 11.8744 -1.6263 14.8131 8.0248 7.1458 5.6443 -1.0814 -0.6869 4.3009 13.0809 10.2094 18.2234 14.2069 22.7327 7.2575 4.4498 -1.5051 3.318 11.1675 18.9824 9.9825 6.6707 10.8591 7.2658 8.8329 1.251 9.2334 3.5437 5.8033 2.0616 8.4707 -0.146 -2.8842 2.5922 -13.3005 -1.9844 0.0130809 0.04476425 0.004151218 5.589416e-19 0.002010742 0.005770268 0.022433 0.003297956 8.362323e-21 0.0124034 0 0.03172091 0.004886561 0.001478575 0.0014918 0.002424457 0.002945926 3.416587e-19 0.01034112 0.02120078 0.001196433 0.0004367121 0.0009820034 0.004990065 0.009475718 1.053143e-19 7.998406e-19 0 0 0.01421479 0.007339085 0.02448332 0 0 0.02137562 0.009391903 0.03826614 0.001212229 0.03947837 1.5636 -2.8038 -1.1448 -2.2439 -1.2668 -3.9835 0.0512 -1.7361 0.0113 -0.8301 1.69 -1.7141 -1.9802 1.4195 -1.3326 -3.6792 -4.124 -2.1556 0.149534223 0.1241 0.155995734 0.146428037 0.173672455 0.1315 0.15384711 0.159382153 0.151080557 0.138683327 0.1311 0.1492 0.1488 0.146057841 0.1452 0.367179474 0.162291223 0.4875 0.115297734 0.148255582 0.140036723 0.1593 0.13447746 0.007232547 3.926152178 No 112 85 0 0 0 0 0 0 No 0.56 3.45 2.92 01CO013 Yes Yes 57 Male NA NA NA pT2 pN0 Stage I NA NA 0 0 0 0 1 0 0 0 0 1 0 1 1 0 1 0 0 0 0 0 0 0 0 0 155 0 155 0 0.12296852 0 0.09758946 0.21429127 0 1.01082989 0.40627315 0.03925262 0.02119705 0 0.15531052 0 0.01321181 0.14592099 0.10687954 0.46330689 0.07618151 0.00284608 0 0.16120618 0 0.0471747 1793.623 3703.153 5496.776 0.15103376 1.17230806 0.09429958 -0.26536396 -0.99280884 1.32364251 0.16802595 0.16766098 0.79064634 -0.29235938 0.2813286 -0.90594183 -1.20282117 -0.95755711 13.2154 9.9407 8.5414 16.3752 3.8097 9.1264 4.63 10.3476 17.0994 13.6619 4.7703 13.7536 8.2028 9.0914 11.2283 1.022 13.6615 9.0711 10.5882 6.5845 0.307 0.6125 7.8463 14.2353 11.8816 20.5222 17.2235 26.3291 9.5897 10.1098 1.6486 5.1326 11.9031 19.4397 12.4009 7.2955 12.4666 10.108 10.4948 3.2623 7.8075 5.6689 7.9592 1.4988 8.0589 4.0251 -2.8095 4.0794 -13.6928 -2.6832 0.03353644 0.01745579 0 0 0 0.03599127 0.01055001 1.106757e-19 0 5.154493e-19 0 0.01080843 9.76064e-20 1.933654e-18 0.001533726 0.009902942 0 6.649842e-20 0 0.0456111 0.006128332 0.00471011 0.009049873 0.006271087 0.006440516 0 0.000660341 2.642956e-19 1.162835e-19 0.09946061 0.007525844 0.004865681 0 0.01393352 0.09638776 8.276716e-20 0.02092596 0.004951471 0.02587743 1.6443 2.2684 0.7501 1.3612 0.7161 0.776 3.3011 2.1466 -2.38 1.743 0.5575 -1.009 -0.9595 -0.9469 1.9511 0.1513 1.661 -0.0934 0.15557768 0.1132 0.01398031 0.13049732 0.0045 0.10600695 0.18829219 0.79057306 0.1146 0.11905445 0.09997819 0.12423566 0.10740685 0.08272132 0.3991 0.03560944 0.14044456 0.4025 0.0597 0.48421385 0.05329899 0.0152 0.09721634 0.42150112 4.25940827 No 51 8 0 0 0 0 0 40 No 0.57 2.04 1.34 01CO014 Yes Yes 77 Female NA NA NA pT3 pN2 Stage III NA NA 0 0 1 0 0 0 1 0 0 0 1 1 0 1 0 0 0 1 1 0 0 1 0 0 371 0 NA 1 0 0.071274378 0.023583478 0.346415845 0 0.53324181 0.081594285 0.033863809 0 0 0 0.020306528 0 0.127749169 0.09983119 0.489494716 0.006111671 0.178226142 0 0.43656959 0.186825629 0.183976477 1182.953 3943.079 5126.032 1.0096704 0.2098196 1.2672938 0.1240758 0.5550631 -0.2154316 0.2483851 1.862176 0.9304863 -1.0721074 0.1073969 -0.5607773 1.819408 -1.0172966 9.8231 8.0554 9.5324 14.7108 0.9274 7.1028 5.1125 11.6964 16.6569 12.591 2.8067 14.163 7.2115 10.9307 13.1362 -2.0567 14.6765 11.7239 12.5885 4.0496 -1.3538 -2.681 7.2845 14.9348 10.8618 21.7413 16.4249 24.5938 8.7472 6.0392 2.3248 6.5615 14.3408 21.7831 13.9038 8.6343 12.963 10.2672 7.1031 2.8234 9.1362 4.7268 7.1932 2.4429 8.6999 4.5842 -1.9919 4.7757 -12.4374 -0.2952 0.0370956 0.0293692 0 0 4.968348e-18 0 0 0 0 0.02419048 3.258505e-19 0.001604633 0.003070579 0.002037963 0.01153283 0.007738704 0.002796769 6.449869e-18 0.04856238 0.01261147 0.01399884 0.009120321 0.006542963 0.008850358 0.01752403 0 4.374575e-19 0.01146889 3.204693e-19 0.0400522 0.02478002 0.02737042 1.515676e-18 1.30908e-18 0.1340364 0 0.05201125 0.003869352 0.0558806 -3 -0.8797 -2.0114 -1.3139 -2.0007 -1.6692 -3.596 -2.7453 -5.6588 -3.3588 -3.1652 -2.3365 -0.8554 -0.3407 -1.077 1.8513 1.2974 -5.9927 0.28298941 0.03358289 0.0385332 0.01495228 0.02590454 0.02328871 0.07824947 0.03422014 0.0193 0.05515813 0.0362694 0.0383944 0.02583659 0.03987988 0.04240135 0.10030596 0.08556066 0.02584766 0.12495388 0.06646841 0.05357348 0.08212177 0.032722 0.002 1.3625142 Yes 443 558 0 0 0 220 0 0 No 0.32 4.06 21.76 01CO015 Yes Yes 88 Male NA NA NA pT2 pN0 Stage I NA NA 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 374 0 374 0 0.07307526 0 0.0329157 0.28557877 0 0.47494188 0.09278315 0.02047875 0.05994491 0 0.11469213 0.02143222 0.08154827 0.10382797 0.23952144 0.44212005 0.15025343 0 0 0.22100967 0.02752277 0.10747489 2255.634 3723.748 5979.381 -1.132015423 -0.56953875 -1.159338214 -0.747161257 0.058212766 0.142270429 -0.444322036 -0.293466565 -0.559442226 -0.5380686 -0.460103485 -0.005583709 0.181480761 0.668338039 8.2371 7.0532 9.4383 15.2032 3.7646 7.5242 3.6623 12.524 18.0891 12.3417 3.2692 13.9589 4.0265 6.9337 12.0624 -1.604 12.9345 10.9597 13.1742 4.8413 -1.6454 -1.1957 8.294 13.571 11.0402 20.2845 18.6801 24.1424 9.1744 9.7759 0.336 6.938 13.7168 21.0458 12.2236 7.6563 10.8961 9.3591 8.4736 4.0444 7.2877 6.4406 7.2112 2.0507 9.3774 3.9844 -2.1691 4.5662 -14.67 -2.3324 0.07713593 0 6.55564e-20 0.001197169 1.17449e-18 0 3.861684e-18 0 9.393606e-19 0.01349606 0 5.584673e-18 0.008685198 6.012254e-19 0.005913499 0.009934896 1.76979e-18 0 0.02080793 0.09321471 0.02164426 0.01370886 0.01716728 4.33699e-21 0 0 1.386748e-18 0.001437327 0 0.01042817 0.03694304 0.004430726 0 0.006924693 0.09790612 0 0.01933006 0.004967448 0.02429751 -0.071 0.2759 3.6552 0.6838 0.2284 1.8773 2.1209 2.7735 0.5928 0.4207 4.7132 -0.749 -1.5515 0.8788 0.166 5.3742 1.725 1.521 0.0935679 0.17889858 0.03955704 0.09031439 0.20881974 0.15908966 0.27319329 0.17715903 0.0774364 0.5170489 0.11015771 0.03877487 0.45703253 0.11541052 0.35392994 0.13650421 0.24632702 0.49997144 0.1481843 1.04007277 0.12094442 0.20294808 0.68494162 0.0616 6.03188434 No 81 69 0 0 0 0 0 0 No 0.5 2.55 2.04 01CO019 Yes Yes 63 Female NA NA NA pT4 pN2 Stage III NA NA 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 1 0 0 0 0 0 0 0 0 357 0 NA 1 0.024235592 0.005403918 0.110172202 0.231236981 0 0.395139394 0.009990162 0.016162949 0 0 0.020675557 0 0 0.169425792 0.063845764 0.612013687 0.083777321 0 0.053232308 0.123104079 0.077794931 0.095971809 1391.529 2351.345 3742.874 0.5610289 0.7167548 1.0230567 0.182155 -1.5274218 0.9787274 -1.5361932 -0.33058 -0.3304273 -0.6755575 -1.4451167 -1.7478077 -0.6190858 -1.179889 8.7793 10.0033 10.0826 16.3552 3.3098 7.8003 1.1046 12.4388 17.0277 13.0434 3.6568 15.6933 7.3491 9.3279 11.6767 1.688 14.4017 7.2166 6.5073 6.1069 -0.4113 -0.8113 5.519 14.3889 11.1745 20.7719 17.3799 25.2391 9.0015 10.2157 -2.1155 5.791 12.5944 22.0534 13.6787 8.572 12.15 10.8784 8.674 3.9192 8.525 5.1236 6.209 3.3414 9.707 -0.2564 -2.8262 3.4726 -12.1633 -1.201 0.0001909155 0 0 7.322141e-19 0 7.044058e-05 0 0 0 0 0 0.003538804 0.007775528 1.240253e-18 0 0.009476609 0.005110696 0.02819951 0.002912203 0.05725968 0.004993494 0.003424724 0.009792926 0.001216612 0.0002728905 1.512878e-17 0.0005670038 0.002101307 5.071729e-18 0.01360086 0.02501125 0.007045159 0 0.01881865 0.06322736 3.102618e-18 0.008948073 0.01972936 0.02867743 -1.5114 -1.1059 2.4706 1.7122 -0.522 0.3669 -1.2842 -4.3615 -1.5069 -1.9136 -0.8065 1.0249 1.454 3.487 1.355 -0.9795 1.4035 -0.4981 0.15881451 0.07867165 0.32551358 0.15874439 0.07326242 0.05391308 0.294047 0.21917715 0.14831374 0.12765188 0.17899789 0.1066104 0.3720967 0.0821925 0.14871962 0.20486906 0.34160187 0.55372579 0.2289447 0.77134886 0.0955 0.22959007 0.11485797 0.05967592 5.12684075 No 61 31 0 0 0 0 0 0 No 0.57 2.05 1.38 01CO022 Yes Yes 76 Female NA NA NA pT2 pN0 Stage I NA NA 0 1 1 1 0 1 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 376 0 376 0 0.02258636 0 0.01709709 0.06508224 0 0.17960347 0 0.04545208 0 0 0 0.08455612 0 0.06318336 0.07467795 0.13400592 0.09419397 0 0 0.80891085 0 0.16390415 461.7097 2546.8641 3008.5737 -0.33716489 -0.60529402 -0.54790023 0.83738054 -0.97314902 -0.46764816 -0.09117364 0.84218229 0.56678241 -1.75463442 -0.19682027 0.22377452 1.93548745 -1.17627459 8.3402 8.4296 8.5394 16.7833 0.2428 6.653 3.1159 12.5219 19.2538 11.8964 2.7712 14.3851 5.7128 8.9065 11.4772 -2.813 14.4804 9.5478 9.6211 3.4735 -0.6785 -2.564 5.511 13.718 10.5829 21.0616 19.3374 25.7287 8.8505 6.673 0.1134 5.1525 14.3 22.2397 14.0382 8.1207 11.4408 9.0254 7.1127 2.4871 7.9056 3.4823 5.5634 1.2205 8.5244 0.0878 -0.8053 1.9992 -14.5479 -1.9887 0 4.129627e-21 1.615555e-19 0 8.60146e-19 6.483203e-18 2.632098e-18 3.0836e-20 1.121003e-18 0 1.188432e-17 0.0003480437 0.007148601 3.191201e-19 0 0.00218631 0 3.247931e-18 0 0.004032675 0.0006077913 0 0.0007124156 0.001281484 3.534058e-19 0.005765638 1.7627e-19 0.004113834 0 0.04784469 0 0.00642906 1.98761e-18 0.0218487 0.1472538 0 0.007845832 0.001093155 0.008938986 -1.7692 2.551 3.8207 4.3933 1.2136 3.0116 2.5228 -1.2111 -1.6712 1.5992 1.9214 1.167 2.446 -2.7275 1.5826 3.9452 4.6358 -1.1471 0.05044415 0.04448323 0.03997076 0.04237949 0.05826773 0.03710375 0.05489618 0.04155819 0.03898727 0.04426844 0.04111262 0.03966294 0.05619871 0.02481416 0.03852376 0.08824985 0.0874479 0.05474174 0.13174339 0.05699744 0.0038 0.081682 0.07850781 0.0046 1.2404415 Yes 465 237 0 0 919 342 474 0 No 0.29 2.01 45.08 05CO002 Yes Yes NA Female NA NA NA pT2 pN1 Stage III NA NA 0 0 0 0 1 0 0 0 0 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 350 0 350 0 0.16008534 0 0.12506757 0.45489662 0 0.56034402 0.16451916 0.20082046 0.03194832 0 0 0.19942351 0 0.43390953 0.37526522 1.1434599 0.06757014 0 0.15137978 0 0.17923139 0.11413616 5258.992 4334.013 9593.004 1.8869008 -0.4524213 0.3878103 -0.1216153 0.4547667 -0.1825234 0.3252822 -0.2322941 -0.4107793 2.6266404 0.6002674 -0.206252 -1.6386826 1.5725901 12.7818 12.3224 7.9667 17.0475 4.5298 9.7131 4.9307 8.0577 13.0029 15.0891 4.9361 13.9596 7.8696 7.7096 12.1847 6.713 13.3848 11.0324 13.5129 11.4406 1.1521 2.4398 9.9846 12.9706 11.3459 17.2659 10.8292 22.025 5.9498 20.3723 4.0335 4.9941 9.3717 17.7252 10.8758 7.1967 11.2801 9.0762 14.6483 5.1065 7.5309 7.7166 9.3685 1.3709 8.3796 4.3439 -4.6918 7.5325 -13.0832 -2.3589 7.618623e-18 0 4.222397e-20 0.0002097619 4.442772e-18 0.0137289 0 1.167942e-20 0.006687813 0.01201614 0 0 0 0 0.000462948 0.1005774 4.414273e-19 0.3181165 0.02909938 0.300275 0.01524906 0.01269256 0.01887277 3.404173e-18 0 3.510944e-18 8.196818e-18 5.984308e-19 1.93776e-17 0.02636884 0 3.515875e-18 0 1.834347e-18 0.007886863 0.005634758 0.01493321 0.2130819 0.2280151 0.7221 -1.3046 2.155 1.0517 -0.7671 0.6543 -0.1309 -2.4394 -2.6583 -3.7817 1.0486 -1.2738 -0.3352 -1.8076 1.5658 3.9839 1.2238 -3.1313 0.25375065 0.04283465 0.06061545 0.03749901 0.11142564 0.04351864 0.26477653 0.23328841 0.16740558 0.13335158 0.09289336 0.08059473 0.43316993 0.14329468 0.30127805 0.19891521 0.2526039 0.68439571 0.07915343 0.67436584 0.33443101 0.36802504 0.24273692 0.01033875 5.24466269 No 62 49 0 0 40 0 0 0 No 0.37 2.03 2.26 05CO003 Yes Yes NA Male NA NA NA pT3 pN0 Stage II NA NA 1 0 1 1 0 1 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1 1 321 0 321 0 0.015124987 0.004838791 0.0001773928 0.5776778493 0 0.671519347 0.1082822959 0.1347190156 0 0 0.1458273328 0.0001161044 0 0.1742429531 0.4668706008 0.7177481218 0.0121397812 0 0 0.4553006931 0 0.5017912432 3228.875 4521.655 7750.53 1.4491253 0.8110652 0.7558554 1.5900782 1.0774733 0.6742865 1.1942862 2.5326789 1.0310968 0.3074508 1.1568716 -0.7550194 2.0950484 -0.3778963 13.1659 10.9921 8.1769 17.8828 3.2567 8.5691 5.9875 10.0994 16.5838 14.6501 4.6202 13.6727 8.9404 9.1389 12.5708 1.0215 14.5999 14.0386 15.2555 7.9055 0.2152 0.6956 10.9028 13.7449 10.8095 21.2291 15.6267 23.9274 8.8177 14.5247 5.4051 6.7004 12.3632 19.7876 13.7251 7.8893 12.8188 9.1012 11.1286 4.6254 8.4335 7.4824 8.3147 1.4386 7.8217 5.8696 -3.0537 5.8613 -13.5884 0.508 0.03398262 0.0008492477 0 2.201316e-18 4.2294e-18 0 0 0 0 0.01727596 0 0.002108201 0 7.950079e-19 0.001687365 0.01026366 0 2.656503e-18 0 0 0.02405474 0.01315253 0.01347658 0.004478999 0.002640074 0.03473152 0.0002296863 0.01414841 0 0.05602007 0.02043923 0.002978504 0 0.03397169 0.04898374 0 0.05330019 0.00513183 0.05843202 0.1266 3.656 -0.8755 0.905 1.0473 1.3614 3.2116 1.6874 3.911 0.4436 4.2643 -3.4463 -2.4975 -0.9538 0.6802 -1.578 0.7185 0.8354 0.018073193 0.023287424 0.016909097 0.009453993 0.012116859 0.007185316 0.035055803 0.020495831 0.009568616 0.033768163 0.014502852 0.018046459 0.01348504 0.015023415 0.015316362 0.039379644 0.042590599 0.026903305 0.063107899 0.027068515 0.034030012 0.056712428 0.009065091 0.1237 0.684845916 Yes 532 360 0 0 452 0 0 0 No 0.19 2 22.12 05CO004 Yes No 40 Female NA NA NA pT3 pN1 Stage III NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 05CO005 Yes No 62 Male NA NA NA pT2 pN0 Stage I NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA 0 0.01157897 0.05323318 0 0.26459655 0 0.42891986 0.16581043 0 0 0 0 0.16551116 0.02576955 0 0.14655989 0.64327647 0.07276544 0 0.07053957 0.07025125 0.028438 0.04138966 2084.383 2633.336 4717.719 -0.40292886 0.04051744 -0.28634996 -0.98777181 -1.11082228 -0.14284855 -0.41874408 0.90224979 -0.4003607 0.16277658 -0.20509846 -1.12505779 -1.9316257 1.10776529 8.4145 7.8401 9.0112 14.4153 2.8973 8.1473 2.657 12.5638 17.583 12.4086 3.7191 13.8842 5.1542 9.6245 12.7212 -1.9292 13.7312 8.3869 8.1348 3.879 -1.5812 -1.2661 6.0779 14.0806 10.3926 20.7661 19.2261 27.1226 9.3521 11.7102 -0.9754 6.2417 12.5267 21.4054 13.1184 7.5568 11.7061 9.9892 8.3962 3.5097 6.5631 6.8953 5.2478 3.084 9.4995 0.615 -2.9983 3.9806 -15.0268 -2.136 0.005290281 1.557255e-18 3.696241e-20 1.239585e-18 0 3.300611e-18 1.455114e-18 0 4.067869e-18 0.01076437 0 8.398111e-19 0.008932589 4.883787e-19 6.61306e-19 0.01205852 0 0.05899778 8.801137e-19 0.1103429 0.0005613267 0.004101717 0.003416729 7.385102e-20 2.363918e-18 0 0 0 4.211458e-19 0.002302214 0.08051177 8.184166e-21 9.91121e-18 1.258134e-17 0.1077322 0 0.0003742178 0.03701231 0.03738653 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.1886098 0.1364041 0.1527706 0.1176792 0.1032917 0.1447633 0.1696171 0.2824172 0.3264918 0.1944452 0.1439345 0.1482307 0.1236644 0.1205463 0.2135367 0.1717318 0.2430886 0.3611077 0.1271426 0.4409572 0.1006643 0.1397172 0.4693234 0.826314 5.4464495 No NA NA NA NA NA NA NA NA No 1 5.58 NA 05CO006 Yes Yes 83 Female NA NA NA pT3 pN1 Stage III NA NA 1 0 1 1 1 1 1 0 0 0 0 1 0 0 1 1 0 0 0 0 0 0 0 0 328 0 328 0 0.0790428 0 0.05422086 0.25193523 0 0.45453547 0.08502669 0.13726701 0 0 0 0.05170404 0 0.47722816 0.23644176 0.39601026 0.02097911 0 0 0.46515324 0.13734617 0.02108858 2441.14 3985.539 6426.679 0.003687927 -0.150592282 -0.929245891 0.359352267 0.256866968 0.060897163 -0.447341531 0.403571576 -1.041145541 -0.205866235 -0.286786247 -0.930897319 2.284023716 0.294381841 9.4556 9.7096 8.5538 16.5719 1.826 7.8958 4.3798 10.7828 17.3536 13.1851 3.1862 13.2466 4.3783 5.9112 12.447 -0.0021 15.7094 12.1617 13.2462 5.9119 -1.8455 -0.5483 8.3575 14.2672 11.5635 20.2743 17.881 24.6682 7.693 12.0689 2.5946 4.7615 11.2808 21.6392 12.5097 7.9232 11.63 9.4861 9.5646 4.2108 8.3568 5.1392 7.6741 0.8032 6.9441 3.7021 -2.5735 4.4083 -14.2275 -0.9806 0 0.01449208 1.420214e-19 0 8.105514e-19 0 0.001908428 0 0 0.01593472 1.595985e-18 0 0.003454919 0.001528621 4.89369e-19 0.006349428 2.074329e-18 0 0.02257932 0.0315655 0.04880906 0.02432064 0.03912697 0.005608125 0.002309953 5.782421e-18 0.0003901303 0 9.358485e-18 0.06998619 0.01987899 0.009638245 3.413754e-18 0.03352188 0.1306527 0 0.04593951 0.003174714 0.04911422 -1.7538 -1.8797 -2.4338 -2.6424 -0.4138 -0.8052 -2.5695 -4.5094 -0.2334 -0.6135 2.6485 -1.1039 -0.7894 0.5829 -0.5749 3.8188 0.1362 -3.0315 0.04556905 0.0277266 0.05631535 0.02358867 0.03406805 0.02824616 0.05487213 0.4154767 0.01109786 0.03580016 0.07849294 0.0274505 0.02381783 0.02543638 0.05224214 0.12592292 0.08152475 0.01273487 0.11117002 0.09774747 0.04759295 0.07589714 0.03789359 0.01132585 1.54201007 Yes 306 448 0 0 358 0 0 0 No 0.45 4.05 20.94 05CO007 Yes Yes 85 Female NA NA NA pT4 pN2 Stage III NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 363 0 363 0 0.10762951 0 0.05465158 0.24947975 0 0.47987426 0.04886949 0.13777053 0 0 0 0.15410108 0 0.42058569 0.13751045 0.28000732 0 0.06582134 0 1.64847245 0 0.28536528 3279.53 5108.865 8388.396 0.2901987 2.597138 1.4838229 3.3447986 0.3522413 1.8945688 3.1693925 1.5300655 0.4540586 0.8200144 3.4761058 -0.6553346 0.7696976 0.4599711 18.1688 15.5512 9.568 16.6809 2.9064 9.2901 8.5793 10.6736 16.3716 15.3205 4.8873 15.1367 8.7743 9.4316 12.3469 2.2042 14.555 12.9004 15.5775 7.7013 0.4145 0.6562 11.1924 16.2068 10.168 21.9134 17.1746 24.6053 8.848 18.3988 10.6617 7.2851 11.0625 21.19 14.0505 8.7144 14.8089 10.1566 11.985 6.2369 8.4381 8.7383 10.7501 0.0853 7.5964 8.6519 -4.339 9.2624 -14.5911 -2.1627 0.0272429 0.03510458 3.618964e-20 0 0 0 0.002344653 2.392539e-20 3.349498e-21 0.02076085 3.52766e-19 0.003488936 1.716771e-18 0 0.000985134 0.05237544 5.379758e-18 0.03934028 2.035261e-18 0.03849982 0.03202098 0.0174045 0.01320832 0.001296854 0.0100109 0.02642057 2.69444e-19 0.01383888 0 0.07664438 0.01661591 0.02814439 0 0.02611001 0.0776647 0 0.07311133 0.04585786 0.1189692 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.056732936 0.101473841 0.038309456 0.026821178 0.042417136 0.034283197 0.060771757 0.184372472 0.022771231 0.066926553 0.038706775 0.057304385 0.17760631 0.051563143 0.070206402 0.133131042 0.097948317 0.03654025 0.126489337 0.078547712 0.072719361 0.103587594 0.040228579 0.005942912 1.725401878 Yes NA NA NA NA NA NA NA NA No 0.17 2.07 NA 05CO011 Yes Yes 39 Male NA NA NA pT3 pN0 Stage II NA NA 0 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 387 0 387 0 0 0 0.085327757 0.04933067 0 0.411343114 0 0.058959742 0 0 0.055454998 0.004005451 0 0.447386567 0.056260113 0.436369216 0 0.025946518 0 0.150856168 0 0.002627438 1614.51 1470.356 3084.866 -1.50706268 -0.48194871 -0.84021552 -0.85746086 -0.35921655 0.09833396 -1.22523846 -0.94515149 0.57865953 -0.07085696 -0.97559001 -0.85484049 -0.20148562 0.43875052 9.792 9.1296 8.1405 16.9951 6.6975 9.1894 2.344 10.6161 15.8351 12.5599 5.008 13.0497 8.085 8.4151 11.1358 1.3358 13.342 9.7563 9.2758 7.8759 0.1135 3.1098 5.5732 14.1632 10.6068 17.8115 16.1259 22.7963 8.6033 13.4486 -1.7925 5.8953 11.2013 18.2657 12.256 6.3205 12.0101 9.0385 11.3906 4.129 8.1632 6.2499 7.2707 0.6181 7.8547 -1.2627 -3.6703 4.7709 -12.4595 -2.4233 1.216605e-18 8.481639e-19 0 0 8.18896e-18 0.001651743 5.835065e-18 0 4.2361e-18 0 2.593288e-18 8.374637e-19 6.834967e-20 1.134073e-18 2.088192e-18 0.005519482 0 6.878659e-19 0 0.1133994 0 1.403198e-18 1.595468e-19 0.00293355 5.407024e-18 0 0 1.462737e-19 4.432856e-18 0.02759596 9.722411e-19 6.075218e-20 0 0.01710279 6.526931e-23 5.226836e-18 0.0019557 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4.187108211 No NA NA NA NA NA NA NA NA No 1 5.7 NA 05CO015 Yes Yes 73 Female NA NA NA pT3 pN0 Stage II NA NA 1 0 1 0 1 0 1 0 0 1 0 0 0 0 0 1 1 1 1 0 1 0 1 0 130 1 NA 0 0 0.248073468 0.118111509 0.363259228 0 1.107205057 0.284570737 0.085499979 0 0 0 0.030189236 0 0 0.345925402 0.595570086 0.090316766 0.008630151 0 0.287581153 0.120530638 0.205156377 3587.86 5320.011 8907.871 -0.282923 0.8183647 -0.8765414 0.7071575 1.5814372 1.1590177 1.1367316 0.4761327 0.1409555 0.149003 1.0865955 0.9265531 0.5291428 0.4064188 13.8454 12.7135 8.7338 15.8813 0.8568 8.4457 7.4481 11.9781 17.8881 14.7098 2.8255 14.9768 6.5992 8.848 12.4846 1.4152 13.5306 13.5503 17.4975 6.8079 -0.136 -0.4164 11.1257 15.2959 11.9457 20.7816 18.3356 25.3108 8.7658 15.5894 7.2094 6.508 12.558 21.4493 13.552 8.0718 12.3356 10.0229 9.7307 4.0255 8.7886 7.4255 9.9786 1.2721 8.6358 7.9557 -1.7635 7.9908 -13.4915 -2.6585 0.17573 0.09273694 0.01836254 0 0 5.37924e-19 1.531654e-19 0.009986791 0.02163135 0.09412974 1.192588e-18 0.03096061 0.004737515 6.17347e-20 0.02534595 0.03951348 0.003846546 0.04894627 0.05872626 0.0729368 0.04206471 0.0385256 0.008206323 0.004683212 0.03459106 0.001925745 1.435355e-19 0.01868627 0 0.003667441 0.06404971 0.04997431 0 2.061329e-18 0.2685377 0 0.1406138 0.04422988 0.1848437 -0.8969 2.6462 3.1672 2.0936 3.2886 0.7549 1.5423 2.7103 2.7244 1.0683 4.1227 2.3711 2.4962 -1.7111 -1.185 0.2926 2.3906 -0.188 0.020919329 0.077133392 0.019666253 0.007239512 0.008794549 0.011714076 0.220306605 0.041489901 0.02354117 0.020156601 0.0157 0.011233509 0.0059 0.0258 0.0384 0.03889225 0.0425 0.017098355 0.049 0.1347 0.0413 0.0597 0.244758058 0.011317112 1.18726067 Yes 429 312 0 0 547 224 0 0 No 0.3 1.16 25.88 05CO020 Yes Yes 90 Female NA NA NA pT3 pN0 Stage II NA NA 0 0 0 0 0 0 0 1 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 371 0 371 0 0.10047827 0 0.21247363 0.20141024 0 0.96546003 0 0.1155548 0 0 0.02781654 0.03021485 0 0.19689289 0.32086318 0.79486802 0.05067341 0 0.06431429 0.01134472 0.04405672 0.11266602 3003.859 3437.437 6441.296 0.05639499 0.44266967 -0.30070619 -0.01968081 -1.15687219 0.64006348 0.22112106 -0.78752174 0.90846315 0.66845915 0.43764756 -0.52567494 0.47939295 1.23323037 11.7959 10.5262 8.7553 17.6791 4.3062 9.4017 3.8332 9.9767 17.4681 13.7549 4.9754 14.5472 7.6495 8.4388 12.5745 2.3206 14.2166 7.7879 9.7559 8.3057 0.344 1.3143 7.0504 15.4156 11.9965 20.7879 17.2542 23.9492 9.8215 14.8979 1.807 6.1154 11.8044 18.4352 12.4044 7.2837 10.5564 8.9492 10.8746 4.3663 7.7721 6.3779 8.3041 1.7398 7.9333 3.2717 -3.4699 6.243 -14.139 -2.4953 0.07258366 0.02119197 0 0 8.926109e-19 0.009142405 2.533628e-19 0 0 0.008494304 4.093002e-18 0.01010724 0.001715728 0 0.005724537 0.02155807 0 0.03320438 0.005495912 0.06555696 0.009436027 0.01143066 0.0006812709 0.004576875 0.01327582 0 1.579759e-05 0.005369116 0 0.09032488 3.160703e-21 0.005286473 0 0.02429647 0.07108641 0 0.03086568 0.02738122 0.0582469 -1.2462 -1.5502 -2.0853 -0.3718 -3.3556 -0.1585 -2.5385 2.4032 -0.3755 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1.1213 14.8817 7.4888 7.447 7.5608 0.2287 1.3797 6.4688 14.327 11.5668 19.6635 19.3199 27.4706 10.4512 12.7876 -0.6088 6.2075 11.4314 21.7902 12.961 7.0175 12.2839 9.7107 9.9081 3.7496 7.5089 6.6846 7.4206 1.2775 8.6939 1.086 -2.8326 5.2371 -12.9761 -1.015 0.02525227 0 5.126138e-19 1.587989e-18 4.371379e-19 3.625141e-18 2.659689e-18 0 5.695942e-18 0 6.979454e-19 0 0.004241838 3.907025e-18 0 0.01244855 0 0.009648934 0 0.09137638 8.041934e-20 0.00169899 2.907178e-19 0 1.940392e-18 1.266305e-17 1.161996e-18 0 1.022997e-17 0.01319128 0.007814326 0.00242601 9.228116e-18 0.05155217 0.06514951 5.733742e-19 1.940434e-17 0.0119488 0.0119488 -3.7907 -2.1536 0.9851 -3.1588 -2.1823 -1.2893 -0.7238 -5.6048 -7.4036 -2.8185 -4.3497 -3.2227 0.2195 2.7293 -2.5388 -0.1033 1.4164 -5.8433 0.1918938 0.1652864 0.1531615 0.1992927 0.1632992 0.1678742 0.2152824 0.2193373 0.2122566 0.1525964 0.2120023 0.4516853 0.1560271 0.2098 0.2273169 0.2426 0.1369 0.4516529 0.1086283 0.5916341 0.2048172 0.2426 0.4294 0.0035 5.5088447 No 81 73 0 0 0 0 0 0 No 0.59 2.67 2.36 05CO028 Yes Yes 61 Female NA NA NA pT2 pN0 Stage I NA NA 0 0 0 0 0 1 1 1 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 326 0 326 0 0.0922841728 0.0112678468 0.0093830582 0.3144882192 0 0.4938998422 0.0004300541 0.1007914694 0 0 0 0.1631815684 0.0436552508 0.0964918437 0.0801654744 0.3177565369 0.1182512415 0 0.004081595 0.0756478065 0.050689429 0 1137.247 3654.861 4792.108 -2.13841828 -0.99597792 -0.87125463 -1.75221267 -0.34124269 -1.31675176 -1.59749654 0.09300457 0.78698998 -2.19674488 -1.67640191 -0.33600385 -0.42527676 -0.87684701 7.3832 6.6128 8.1232 12.6754 1.6838 6.5959 3.3463 12.2492 16.4194 12.5573 2.5233 13.4638 4.6494 9.107 11.4281 -4.5303 14.7874 11.0608 12.3026 1.0823 -2.7475 -3.1413 6.4626 14.1791 10.6203 19.2621 18.8991 25.2438 8.9346 4.373 -0.7832 7.1723 13.8233 23.3952 11.6422 7.8776 11.3765 9.8858 6.8457 2.2045 7.6278 4.4815 6.5471 3.6295 9.7635 3.7955 -1.0505 3.7753 -13.4314 -2.6056 0.02990402 0.06616652 0.01848995 0 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0.034024294 0 0.086256264 0.007283816 0 0 0 0.161400743 0.127092568 0.530684836 0.013295633 0.028630675 0.085879772 0.28235181 0.007645311 1274.859 4372.623 5647.483 -1.55076193 -1.488347 -1.41167254 -1.5659012 -0.02342103 -1.864929 -0.87467362 -0.93865406 -0.19413045 -1.68001167 -0.97081239 -0.21406426 -0.54278636 -1.23962246 8.3056 7.1328 9.082 13.1668 1.1233 7.181 3.0955 12.3901 15.6287 13.3809 2.9434 14.7842 4.4906 8.2072 11.9234 -3.0019 14.2968 11.4504 11.9588 2.9731 -1.78 -2.3244 6.5576 13.5471 11.4838 18.9601 16.3782 25.6068 8.3736 4.2385 0.0725 6.4601 13.4086 22.9089 11.2583 8.5736 10.8036 9.3697 7.0487 1.6034 8.011 3.0268 6.8081 3.2571 9.3155 4.4951 -2.8183 3.9678 -13.1552 -1.9922 0.113291 0.1232249 0.02532584 0.01262897 0 0.01127004 0.006736269 0.004458454 0.03445025 0.07731219 0 0.03259124 0.004173919 5.990267e-19 0.02311889 0.002494339 0.0036692 9.759493e-20 0.04743734 0.06724957 0.009979969 0.003354174 0.009931799 0.000336919 0.06396375 0 1.238648e-18 4.336552e-23 1.217704e-18 0.0983064 0.03980694 0.04660206 0 0 0.134201 0.002797919 0.1298534 0.001247169 0.1311006 3.4657 2.4841 1.7065 4.6986 3.922 3.1292 3.1326 3.7868 -0.287 2.7253 4.0182 0.2643 -1.8165 -1.9871 0.4227 3.9196 -1.9519 3.8036 0.09468041 0.11591393 0.19729687 0.15306979 0.07534519 0.08619645 0.13541014 0.06804203 0.10019326 0.11927927 0.07875551 0.29495302 0.22892193 0.29068501 0.10710793 0.06436239 0.31467637 0.28423413 0.07047266 0.47495186 0.07627484 0.1497156 0.10149667 0.02597445 3.70800973 No 104 73 0 0 0 0 0 0 No 0.29 3.25 2.24 05CO032 Yes Yes 79 Male NA NA NA pT3 pN1 Stage III NA NA 0 1 0 0 0 1 1 0 0 1 1 1 0 0 0 0 1 1 1 0 1 1 1 0 338 0 338 0 0 0 0.02414267 0.03439388 0 0.31145533 0.12296048 0.14119705 0 0.14375088 0 0.18076828 0 0 0.29826 0.64440369 0.07028677 0 0 0.31986574 0.00939177 0.02859066 3358.269 4431.6 7789.87 -1.54094326 -0.85106793 -0.08945091 -1.54622438 1.32769061 -1.45872163 -0.75715454 -1.06894076 0.56800251 -1.54018239 -1.01448153 0.71404302 0.625571 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12.1386 5.2056 8.0551 8.5544 11.152 1.5504 8.5306 8.5508 -3.2908 10.4229 -13.9708 -1.6394 0.1711931 0.162885 0.0317106 4.683603e-19 0 0 0.01859254 3.572403e-20 0.02117865 0.08562523 1.377799e-18 0.01532811 0 4.722273e-22 0.06176832 0.02100005 0.005363244 0.1491541 0.1189303 0.2132373 0.06517932 0.03664564 0.03785812 0.007770727 0.06736776 0.06640119 0.02865099 0.02459679 6.807155e-18 0.007207446 0.02466505 0.02762218 0 9.898871e-18 0.1802218 0.0448362 0.2767622 0.09259989 0.3693621 2.4785 3.4959 1.5226 3.5669 3.796 2.7465 2.5987 1.4578 5.6263 1.8729 4.1126 2.9622 4.2938 -2.3394 -0.2688 -0.941 2.0215 3.6435 0.021058876 0.032316004 0.01137973 0.036654098 0.024368947 0.0026 0.038598144 0.091945142 0.014179636 0.037182694 0.007070491 0.156060311 0.130078095 0.021111333 0.05848114 0.098581748 0.074061567 0.005887756 0.092463679 0.044505563 0.05280958 0.072709812 0.112818533 0.044879066 1.281801944 No 99 66 0 0 0 0 0 0 No 0.24 2.06 2.46 05CO034 Yes Yes 54 Female NA NA NA pT3 pN1 Stage III NA NA 0 0 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 373 0 373 0 0.0712325522 0 0.0386065648 0.0785231717 0 0.3565858823 0.0196260731 0.0306691393 0.0154470258 0 0 0.0729227271 0.0007462044 0.1448862906 0.1902711158 0.3958428837 0.2732042164 0 0.2824401007 0 0.0512897862 0.0197795723 3258.287 3225.523 6483.81 -1.266449 -1.3615536 -2.1862207 -1.9167944 -1.4191631 -1.1599933 -2.4559949 -1.1971979 0.2049648 -0.0614058 -2.3648547 -0.4059956 -0.4094527 0.2743324 4.9107 7.5259 7.0683 15.3895 4.3638 8.6258 0.839 11.516 15.8709 12.9143 3.9694 15.5604 6.4888 7.9571 11.5162 2.3947 14.579 9.2138 8.8864 7.3962 -1.2869 1.2318 7.0226 13.6178 11.239 19.0786 15.7362 24.2745 7.4872 11.9437 -1.525 6.0845 11.4809 22.5922 11.3996 7.5234 11.0062 8.8052 11.0937 3.9715 7.7313 7.1286 7.1451 3.5118 8.9997 1.6685 -3.861 3.9333 -13.5437 -2.2223 0.02149282 0 0 1.144774e-18 1.30463e-18 0 0 0 0 3.830891e-18 4.769534e-18 0 0.003775349 0.00294695 0.01297232 0.006786092 0.002133723 0.08919533 0.04028887 0.1538672 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0.032161113 0.011810868 0.006645183 0.037292902 0.88857123 0.612369511 0.6373 0.017511912 0.215463579 0.6223 0.0237 0.9500352 0.1353 0.0559 0.022371466 0.0578 5.101240743 No 96 12 0 0 0 0 0 148 No 0.69 2.14 3.94 05CO037 Yes Yes 50 Male NA NA NA pT3 pN0 Stage II NA NA 0 0 0 1 0 0 1 1 0 1 1 0 1 1 0 1 0 1 0 0 0 1 1 1 340 0 340 0 0.09776546 0 0.05937288 0.34700059 0 0.51907066 0.02402119 0.05470268 0.02463202 0 0.07830689 0 0 0.4921587 0.30041965 0.66437047 0.05799962 0 0 0.4977531 0.1105816 0.13007651 4143.134 4208.385 8351.519 1.45223293 0.44416348 0.17763166 1.68586891 0.16307513 0.20899046 0.38536693 -0.35336678 -0.43891281 1.33322376 0.40252935 -0.01861828 1.478285 0.22999193 12.6274 12.0556 9.5375 17.209 2.641 8.6759 4.7993 10.0322 17.6399 14.0114 3.6513 14.9285 7.4983 9.0307 12.3313 2.0205 13.7221 10.9207 13.7802 8.0873 0.9485 0.74 8.4025 13.8689 10.9324 20.4945 16.6539 24.8693 8.6604 17.7949 5.0589 6.4139 11.8096 20.6976 13.7493 7.7844 11.8078 9.8193 10.3203 4.5162 8.5423 7.6323 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0 1 1 0 0 0 1 0 1 0 214 1 NA 0 0.09421054 0 0.07188845 0.30069789 0 0.53884058 0.21286158 0.05780799 0.05359086 0 0.06445859 0.06366569 0 0.26015134 0.22151755 0.48433725 0.0260632 0 0 0.02708527 0.0289288 0.07860007 681.5116 3405.4379 4086.9495 -0.053635267 -0.274361295 -1.196012115 -0.572593777 0.729909546 0.303159213 -0.005791034 1.235518426 -1.432403188 -1.423965828 -0.068025754 -0.077980709 1.64979193 -0.761484673 9.5644 7.1805 8.8011 16.0807 0.9026 7.7038 4.1203 11.418 17.3275 12.4127 2.9213 13.8722 6.4397 8.2366 11.5033 -2.7125 14.1323 12.5571 12.3543 4.7857 -1.3421 -1.283 6.4536 13.6386 10.9026 20.7572 17.3961 25.1493 7.7331 3.9666 0.818 5.2023 12.2874 21.9844 13.0185 7.9459 12.2441 8.6138 7.222 1.9079 8.2418 3.69 6.8832 1.315 7.9999 3.0859 -2.1249 2.5334 -12.6856 -1.2296 0 0.002786338 0.003258904 1.454501e-20 2.778594e-18 0 5.076574e-18 0 0 0.01808065 5.913193e-19 0.005685937 0.006038776 2.116018e-19 0.001975234 1.927847e-20 6.262578e-19 3.84189e-18 0 0.0009031037 0.01448143 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-0.25394031 1.87285598 -0.60808384 -0.02300135 1.96803726 2.08832516 1.248163 0.05312581 1.2216905 -1.16319271 1.16296406 -0.26479992 0.249914 -0.50896924 14.2056 8.9949 7.6448 18.2294 1.3426 7.6256 7.096 13.0877 19.6746 13.542 3.2045 12.8089 5.2684 7.0938 11.3331 -1.4444 13.5122 13.8111 17.0206 6.0414 -0.273 -1.1292 9.5259 14.1117 11.77 22.2008 20.318 24.9145 10.7772 10.7459 4.8691 4.6025 12.0913 20.2831 11.8904 9.0198 12.2792 9.8014 7.9608 3.378 7.4405 5.4514 8.9753 0.1496 7.3134 7.3258 -2.3463 3.9713 -14.4703 -3.6209 0.1941201 0.03960725 0.003607914 0 0.002868636 0.004335233 0 0.00181822 0.009183616 0.067216 0.004929951 0.01855099 0 0 0.02064239 0.004373582 0 0.007059904 0 1.392478e-21 0.05033253 0.0306738 0.01718803 2.262046e-20 0.006213547 0 1.815525e-20 2.292204e-18 0.000663389 0.01777349 0.05488771 0.01208516 1.960234e-18 0.07577579 0.2024076 0.01278738 0.08219854 0.005716743 0.08791528 -0.8117 1.9543 3.019 1.5349 3.1118 1.9767 -1.5318 -3.0856 -0.6322 -1.5225 -4.2674 1.3328 3.7303 1.9298 1.474 6.7492 4.6133 -4.1169 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 583 216 0 0 1215 0 476 0 NA NA NA 43.12 05CO044 Yes Yes 70 Female NA NA NA pT4 pN0 Stage II NA NA 1 1 1 1 0 1 1 0 0 0 0 1 0 0 1 0 1 1 0 0 0 1 1 1 365 0 365 0 0.14210615 0 0.08312358 0.17966053 0 0.60224268 0.03758063 0.08487078 0 0 0.12770222 0 0 0.39444276 0.16693427 0.5113635 0 0.01609742 0 0.14489018 0 0.05810656 1562.872 1826.266 3389.139 1.1086074 5.0858291 2.2546271 2.3156115 -1.3436762 5.1389427 0.6540236 1.0129144 2.4553163 1.1422775 0.7914054 -1.4829497 2.2140987 0.2390313 15.2246 13.1751 9.8504 18.7533 4.5169 10.7193 3.0974 10.2847 17.0912 14.4096 4.8477 14.0163 10.9278 10.7461 12.1739 1.4521 12.6737 6.9753 7.191 9.8224 1.8191 2.428 7.1668 14.1324 10.8435 21.4211 17.6604 24.9663 9.2961 16.2639 1.4273 3.3963 9.4785 18.7726 13.2857 7.8511 14.8889 10.8065 11.019 5.0606 7.6777 5.5292 8.6457 -1.3391 6.7014 0.904 -2.9377 4.3823 -13.1294 -2.1937 0.01265711 0 5.488587e-20 0 4.809126e-19 0.01148822 0 0 3.038557e-18 3.778822e-19 4.189917e-19 0.003491012 0 0 2.13438e-19 0 0 6.838649e-05 0 0.01358026 1.149744e-18 0 0 0.002245002 0 6.17394e-18 5.431969e-19 2.406366e-19 1.607367e-17 0.01425366 5.780656e-19 0.00310875 0 0.02203715 0.08998341 3.224478e-18 0.001496668 3.419325e-05 0.001530861 0.2181 4.4865 1.9977 2.7759 1.3521 0.1328 4.2753 0.7826 -0.6878 0.9597 2.393 -0.2537 1.8552 2.8015 -1.6087 1.1054 4.5957 -0.1568 0.1801306 0.1006 0.05615124 0.07893019 0.03136447 0.09330558 0.11899363 0.09919282 0.0098 0.07663776 0.0242 0.02538072 0.0214 0.09859253 0.13509505 0.03653521 0.02618846 0.13408275 0.04218345 0.06461244 0.032 0.0024 0.16734105 0.0236 1.67871795 Yes 477 919 0 0 1341 452 0 0 No 1 9.91 53 05CO045 Yes Yes 75 Female NA NA NA pT3 pN1 Stage III NA NA 0 0 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 354 0 354 0 0.04572071 0.06264436 0.02809267 0.57020803 0 0.28067334 0.1983042 0.10481477 0.03191233 0 0.01630481 0.05267815 0.01230112 0.22440454 0.36500799 0.47083466 0.04674745 0 0 0.04478628 0.04951165 0.10826161 3490.48 4544.904 8035.384 -0.88305165 -0.33322311 -0.54178867 -0.61949615 1.10890505 -0.54998068 -0.63266677 -1.17458309 0.09102398 -0.67297742 -0.74017327 1.19064976 -0.57709195 -0.2788943 9.224 7.5266 8.6966 15.6332 1.883 7.7309 4.543 12.8525 17.073 13.0473 2.8279 15.3301 5.2369 8.2582 11.5328 -0.2766 13.7887 13.4505 15.0869 5.0001 -1.4746 -1.4932 8.2441 14.1029 10.3031 21.3537 17.6823 25.806 8.3864 12.679 1.5216 6.2076 11.6234 23.3117 12.6018 7.9527 11.009 9.1473 8.7353 3.5037 7.2999 6.0307 7.8801 2.5659 9.107 5.737 -3.0596 5.7343 -15.2689 -2.2652 0.08237287 0.02652083 0 5.675136e-19 0 0 0 0.002548949 0.02665483 0.06959905 3.273639e-19 0.001861472 0.008553078 0 0.004404992 0.003703106 3.264754e-19 0.07286014 0.005240594 0.1293034 0.03599891 0.02676541 0.02546378 0 0.01400733 0 4.03477e-19 0.001351031 0 2.495141e-19 0.01556082 0.0305936 2.39356e-18 0.006662377 0.1406169 0 0.06328706 0.04274376 0.1060308 -0.5386 1.2918 1.4183 1.6726 1.8203 -0.0084 1.7155 2.8681 -0.916 -1.1245 0.778 0.2711 1.366 -3.3694 2.5885 1.3302 0.7525 1.099 0.26728389 0.10548764 0.15492643 0.0700794 0.09079997 0.24269199 0.42726199 0.05593248 0.05957599 0.08198356 0.08543547 0.08890757 0.32348388 0.27373041 0.09798771 0.14975616 0.15568874 0.27538097 0.08928813 0.57579832 0.26192288 0.35070921 0.64822761 0.01423429 4.94657467 No 108 0 0 0 0 0 0 98 No 0.38 2 3.18 05CO047 Yes Yes 56 Male NA NA NA pT2 pN0 Stage I NA NA 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 1 0 0 344 0 344 0 0 0.0155391613 0.1664977381 0.0351575349 0 0.3213753489 0.0619897946 0.0132242495 0 0 0.0885387078 0 0.0001497819 0.2685606622 0.0338953379 0.3682577522 0.0193809608 0.0419003424 0.2111142119 0.0809266177 0.0154070009 0.0794354028 582.3573 1506.9305 2089.2878 -0.74666696 0.09470358 -0.07113651 -0.22573604 0.01147479 0.27017677 -1.48794384 -0.33594596 1.0697027 -1.04603196 -1.42135054 -1.46145876 0.62612396 -0.24251317 5.5914 5.9721 9.6098 16.0212 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0 0 0 0 0 1 0 328 0 328 0 0.11598949 0.19717646 0 0.76968384 0 0.55085497 0.04269475 0.16223302 0.25261718 0 0 0.01100425 0.0554186 0.02911304 0.11428302 0.66653476 0.02481822 0.04592523 0 0.20306944 0 0.08739865 2349.273 4269.219 6618.491 0.5229201 -0.1645111 0.6478072 -0.7013218 0.7276587 -0.6970595 -0.605703 -0.1039125 1.0356186 -0.2794761 -0.6583499 1.0009383 -0.8015591 -0.8850095 9.9886 9.8734 9.4789 15.9949 2.4305 7.9706 5.1005 10.7364 16.6387 13.3531 3.919 14.5338 7.7382 9.8794 12.7213 0.4497 14.3157 11.9495 13.6486 6.9704 -0.0943 -0.784 8.157 14.0466 11.9464 20.7428 15.5188 23.8185 8.8959 11.8892 2.1399 7.8912 14.0381 22.5074 12.495 8.0479 11.7824 9.6641 9.4392 3.2191 8.976 5.8181 8.0885 3.7551 9.218 5.1021 -3.5251 5.2373 -12.4208 -1.8896 0.07779305 0.08152805 0.00045742 7.957978e-19 0 0.02290844 4.166863e-19 0.004461017 0.009990326 0.04095162 0 0.02793179 0.001674075 0 0.01060561 0.005397964 0 0.008121372 3.849073e-19 0.02746654 0.01419876 0.01551351 0.01129572 0.003982229 0.0433547 0 0 0.0004564859 0 0.05873418 0.02770682 0.03649328 2.576933e-20 1.443159e-19 0.0878839 0 0.08050763 0.008799911 0.08930754 -0.7035 -0.0825 -2.2388 1.7172 0.0868 0.0123 -0.9868 3.1584 -0.4183 2.8797 -0.9166 -1.5982 -2.182 -0.8515 2.2918 -0.1531 -2.8404 1.3329 0.05390545 0.03573128 0.0368296 0.0236993 0.04835665 0.04247903 0.11130229 0.13724617 0.01641676 0.07123019 0.12796579 0.06480649 0.07036617 0.1131796 0.07629225 0.17409954 0.12137215 0.01990047 0.17744798 0.32270131 0.07276135 0.13730843 0.06253692 0.12782717 2.24576234 No 113 55 0 0 56 0 0 0 No 0.23 2.01 3.18 05CO050 Yes Yes 66 Female NA NA NA pT3 pN1 Stage III NA NA 0 1 1 1 1 1 1 1 0 1 1 0 0 1 0 0 0 1 0 0 0 0 1 0 299 0 299 0 0.229534625 0 0.018311476 0.214234402 0 0.234347411 0.015905757 0.165776611 0 0 0 0.17006873 0 0.095470226 0.247634138 0.314025381 0.040612028 0 0 0.308589857 0 0.001717012 148.3348 2778.6105 2926.9452 -1.6238208 0.9330072 -1.1032698 -0.7149995 -0.5688965 0.6759113 -1.0788776 -0.1308848 0.3907269 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0.004259735 0.003365749 0.001429353 0.01385945 0 9.892781e-20 0 6.705264e-18 0.1528639 0.0458025 0.02682884 1.362891e-17 0.03720145 0.1406023 0.002628821 0.04617631 0 0.04617631 1.6738 -0.6316 1.742 2.5207 0.0216 2.7295 0.6011 -2.8507 -5.1175 -0.7362 -0.0144 -0.704 0.4042 -0.4204 2.3936 7.088 4.7722 -2.3432 0.06052947 0.03604006 0.04443719 0.02335755 0.04320607 0.01845846 0.2533492 0.03721547 0.02025718 0.07608095 0.04558614 0.11825703 0.10687628 0.03707768 0.15967048 0.16056541 0.15430713 0.15167023 0.2125873 0.40226194 0.176 0.24010032 0.10118547 0.54916386 3.22824087 No 214 181 0 0 0 0 0 0 No 0.24 1.99 5.42 05CO055 Yes No 53 Female NA NA NA pT4 pN2 Stage III NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 365 0 365 0 0.0396186 0.04497564 0.14417895 0.43833826 0 0.56208813 0.15835598 0.01235936 0.08734337 0 0.04659555 0 0.01067842 0.31765672 0.26073626 0.42899125 0.17719705 0 0 0.31753165 0 0.0917666 3705.167 4797.648 8502.815 -0.60409729 -0.54640245 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0.081918034 0.058645539 0.267932854 0 0.313283999 0.051202561 0.182317672 0.009586681 0 0 0 0.019558479 0.318130314 0.18829079 0.537166361 0.120345415 0 0 0.894805295 0.101267086 0.030377205 4025.738 3961.671 7987.409 0.4322422623 0.3150816174 -0.845787356 0.0939127336 -0.7663949632 0.0987343136 -0.0007819722 -0.0147307252 -0.2060019119 0.9058830299 0.1883975989 0.3003761994 -1.5587035406 2.4428346485 12.1308 11.9233 9.6926 15.7235 3.6527 8.9863 3.7901 10.109 13.3195 14.6569 3.8536 13.9563 7.673 8.876 12.9249 2.5292 14.6916 8.9249 10.2472 7.7627 0.4761 0.5073 9.1741 14.8475 12.05 19.3435 11.8631 24.4606 7.9129 17.0202 3.1041 6.8159 11.7528 18.5982 12.4004 7.6583 12.4086 9.7266 11.3132 4.6972 8.1058 7.4452 8.908 2.5463 8.9414 4.0428 -4.8099 6.899 -13.4512 -2.409 0.012776 0.0312161 0.0001673519 9.590929e-19 0 0.005247976 2.209872e-19 0.003650869 0.01961319 0.02117342 6.70112e-19 0 0.0001990558 0.003325497 0.007259831 0.0009726406 0.009625208 0.1520149 0.03821087 0.06337614 0.04822741 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0 0 0 0 0 0 0 0 0 0 0 343 0 343 0 0.20211976 0 0.17254293 0.14050707 0 0.69906776 0.17257956 0.02915598 0 0.01452837 0 0 0 0.45137728 0.24517667 0.44761283 0.16811133 0 0.1274444 0.06480797 0.02451778 0.18970111 2904.825 3522.439 6427.264 0.006749271 -0.120105705 0.591324444 0.18109309 0.511934114 0.661747177 -0.231028078 0.096047852 -0.287105628 0.14750648 -0.194915351 0.307972168 -2.044173755 1.294719249 9.3816 9.0521 9.2112 16.2823 3.2532 8.7363 3.0945 10.4751 17.2554 13.1435 4.2597 13.6096 6.7315 9.028 12.3899 0.5883 14.5828 10.7074 11.0931 5.8909 -0.0569 -0.454 7.4762 13.0528 11.5575 20.2614 16.4564 24.9718 8.5858 12.9338 1.414 6.5746 12.5438 20.6079 12.616 6.3443 10.3925 9.6965 10.6514 3.8414 7.1887 7.159 7.5774 2.9193 9.4378 2.8863 -3.353 5.4369 -12.9271 -2.4692 0.03068604 0.002947521 0 0 2.021563e-19 0.0002502275 1.354488e-18 0.005351845 0.003264764 0.007471061 0 0 0.007863526 8.92207e-20 4.310579e-20 0.003657136 2.919114e-20 0.04399473 0.01953603 0.05919106 0.01912503 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0 0 207 0 207 0 0.00719369 0.03094452 0.10519121 0.16265472 0 0.50424265 0 0.04329994 0.02581876 0 0 0.17618429 0 0.26953258 0.1991309 0.39215978 0.12881398 0 0 0.05280262 0.05452664 0.16088009 1963.75 3070.812 5034.562 -0.58883623 -0.99244523 -0.02942467 -0.78396092 -1.20102222 -0.13061752 -0.11574838 -0.35779042 -0.98304577 -0.56310512 -0.20869976 -0.42763433 0.83370858 0.8435347 8.6382 7.9945 8.1551 14.9876 2.8152 8.5661 3.6392 12.345 15.0617 13.2923 2.3985 14.3642 5.234 8.5984 11.3044 -1.5792 14.0853 8.479 8.9453 4.8001 -1.5268 -1.1728 6.6569 14.0963 11.3879 19.8616 15.8389 24.4055 8.7803 10.7065 -0.056 6.6942 12.0461 22.0559 11.8527 8.0528 11.5116 9.7483 8.0989 3.3831 7.5011 5.434 5.7611 3.1006 8.807 2.5935 -2.3706 4.079 -13.9735 -1.8764 0.02047711 0.01521231 0.0002273385 1.379296e-18 5.278143e-19 0.000595769 0 0 0.003676973 0.01379758 4.512618e-19 0.002811437 0.01630816 2.927281e-19 0.002568762 0.004682615 1.423841e-19 0.02157251 1.440853e-19 0.07150976 0.01807413 0.004282412 0.008378272 0 0.002157176 1.851477e-19 1.282784e-18 3.784814e-20 0.003842086 0.01328632 0.02215501 0.0215064 0 1.102658e-21 0.06561334 3.968364e-18 0.02891617 0.01312756 0.04204374 0.6277 -1.2008 1.2993 -0.9116 2.152 0.4297 -2.7969 -1.7823 0.5128 -2.5583 -3.8435 -0.2248 2.0541 -0.178 -0.4732 0.6165 -0.1488 -0.4939 0.09237932 0.05359441 0.10312557 0.04238259 0.09997828 0.07246182 0.12215929 0.05399861 0.06686567 0.15948045 0.08611985 0.08297396 0.85273924 0.51790236 0.52272537 0.12056374 0.25686386 0.55580545 0.13043268 0.77031053 0.0804503 0.30010471 0.45236116 0.70260293 6.29838214 No 69 43 0 0 46 0 0 0 No 0.39 4 2.22 09CO022 Yes Yes 71 Female NA NA NA pT4 pN0 Stage II NA NA 0 0 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 315 0 315 0 0.082586646 0 0.024420296 0.399229774 0 0.782013138 0.242212232 0.176117696 0.014680536 0 0 0.007187237 0.031232213 0.036864363 0.146084768 0.20757534 0.092210154 0 0 0.147690679 0.004852336 0 1319.238 3796.426 5115.665 -0.75030981 0.35923139 -1.3736908 -1.15998273 -0.38198895 -0.05576837 -0.11938138 -1.6794625 1.0824595 -1.19961636 -0.21752779 -0.45910995 0.62361537 -0.35574282 12.1105 9.049 9.335 15.989 2.4493 7.8331 3.9538 11.3723 16.6391 14.1782 3.1838 14.7359 6.0558 8.2662 11.6551 -1.8921 13.6517 11.6497 13.2639 5.0296 -0.4208 -0.6461 7.4255 14.4601 10.9632 20.9989 17.1393 24.7853 9.8045 7.7252 1.1316 6.4678 12.5101 22.8823 12.9272 8.5706 12.4388 10.6908 7.8819 2.0381 7.3084 3.7094 8.0687 2.3838 9.1363 4.8924 -2.2403 4.006 -14.6837 -1.6899 0.04277432 0.03062432 0.00457621 0 0 0.002636558 0.01025971 0.005233098 0.0332982 0.0407789 0 0.007930657 0.001816054 0 0.001266915 0.005708977 0 0 0 0.0505925 0.004688531 0.003204087 0.009747648 3.378018e-20 0.008731876 0 0 0 3.15962e-18 0.09527539 0.02703204 0.01432201 2.563906e-19 0 0.1798742 0.006175392 0.04658531 0.002854489 0.04943979 2.573 -3.2365 1.365 -2.8444 0.7578 -2.3149 -1.9067 -3.4968 -4.6108 -0.3954 -0.1071 -1.3156 -1.6493 2.0666 -0.195 -0.031 -0.2588 -3.5765 0.08825625 0.07548507 0.08210386 0.05559186 0.12927867 0.25981206 0.11680804 0.4227873 0.05651124 0.09196554 0.06816766 0.0977002 0.46078673 0.56193665 0.07049724 0.1396272 0.29543418 0.5503737 0.14866818 0.77826083 0.50006093 0.1151475 0.0934052 0.0185 5.27716608 No 111 85 0 0 0 0 0 0 No 0.67 1.98 2.96 11CO005 Yes Yes 66 Female NA NA NA pT3 pN1 Stage III NA NA 0 0 0 0 0 0 0 1 1 1 0 0 1 1 0 0 0 0 0 0 0 0 0 0 384 0 384 0 0.091016944 0.191147429 0.004537505 0.694081347 0 0.798671309 0 0.241609646 0.065541194 0 0 0.153709793 0.025336533 0 0.287118019 0.651629011 0.360352099 0 0.21953885 0.145099478 0 0.070610845 3980.63 4507.276 8487.906 1.44195092 -0.08480745 1.12082206 0.68697528 -0.39140762 -0.38358129 0.11780542 1.1730676 -1.12946327 1.59786318 0.20543351 1.07003022 -0.44000288 0.48024033 11.1788 11.875 8.4604 15.4312 3.6713 9.9905 4.4194 9.3816 11.8154 13.9229 4.2372 16.1186 8.6888 10.4251 12.2296 5.1258 13.347 10.1098 11.3148 10.6315 0.8844 0.5173 9.1032 13.2858 12.1503 18.5989 11.8139 22.823 7.1031 16.3749 2.0164 7.0912 13.6516 21.7388 12.4602 7.6545 11.4088 9.9589 11.5304 4.2481 9.3421 7.3455 8.9923 2.1545 7.8694 4.6849 -4.9113 8.0326 -13.1069 -0.6886 0.09086378 0.026227 0 2.619595e-19 0 0 0.02417746 0 8.689587e-05 0.0342946 2.046128e-19 0.02346032 0 0.003516196 0.01034239 0.02638609 0.004525295 0.1718604 0.006079582 0.1838614 0.01640169 0.02015017 0.005864797 0.003145907 0.009488187 0 2.087957e-18 0.00244681 3.248063e-18 0.08123748 0 0.01311385 0 0.002176397 0.0113385 6.641447e-18 0.04211732 0.102452 0.1445693 0.8413 -1.0909 -3.1291 -3.3264 -0.8027 -0.534 -2.1023 2.0393 2.1389 1.4068 2.3625 0.7372 -1.2555 -1.325 -1.1092 -4.4242 -4.7579 1.4447 0.03989248 0.0075 0.0141 0.0149 0.0164 0.01792042 0.1663 0.0305 0.1541 0.0137 0.0243 0.0236 0.1112 0.08023041 0.015 0.0234 0.0242 0.1214 0.0213 0.0227 0.0155 0.0301 0.15367898 0.07170479 1.21362708 No 31 20 0 0 48 0 0 0 No 0.25 2.12 1.36 11CO007 Yes Yes 64 Female NA NA NA pT3 pN0 Stage II NA NA 0 1 1 1 0 0 1 0 0 1 1 0 0 0 0 0 1 1 0 0 1 1 0 0 378 0 378 0 0.09603689 0.09991964 0 0.58657921 0 0.23413739 0.31259349 0.08943992 0 0 0 0.12099989 0 0.18029043 0.38957159 0.70294782 0.14016479 0 0 0.3784796 0.09266899 0.13154108 2151.819 4291.636 6443.454 0.38256184 0.80939311 0.55208353 0.95932373 0.76930505 1.31966065 0.39515685 0.77022594 0.62872358 -0.62682017 0.15813619 -0.09863747 1.17280143 -0.20705698 10.2247 8.2581 8.4273 15.8055 2.1644 7.8157 5.077 11.3927 20.0997 11.6945 1.8087 14.4419 4.7942 8.9162 12.7386 -1.2144 13.9674 12.8197 14.541 4.5665 -1.2803 -2.6102 8.7049 13.8098 11.7924 20.9146 20.7536 26.7295 9.1367 10.1637 2.4967 4.0529 12.1401 20.8142 12.8041 8.6347 11.4494 9.8856 7.9273 3.7104 8.2468 4.4476 8.0704 1.0159 7.4204 5.9695 -1.06 4.8789 -14.5205 -1.3227 0.1500325 0.06075231 0.01055169 0 3.846103e-19 3.779602e-19 1.384125e-18 0.004639024 0.02554234 0.07696883 6.845801e-19 0.01655655 0 5.005143e-19 0.02330241 0.009674329 0 0.02262303 0.03988253 0.02057476 0.02749674 0.0202609 0.01044976 0.002404975 0.03040463 0 0.0007542654 0.004943417 0 2.508368e-18 0.0275482 0.02003298 1.096922e-18 8.528006e-19 0.2948524 0 0.0962948 0.01614868 0.1124435 -2.6138 -1.3767 -2.0409 -2.8303 -0.8974 -2.6404 -3.485 -2.9366 2.0451 -2.2641 -3.5089 1.6192 1.2676 3.7322 0.262 -1.4049 1.7197 0.5369 0.098503382 0.015583745 0.002 0.019546738 0.014497253 0.078860241 0.016118458 0.082325225 0.0093 0.033263886 0.017489303 0.009689246 0.0082 0.011489842 0.036413121 0.0155 0.005750357 0.0157 0.028745299 0.0188 0.0066 0.02254793 0.040125327 0.013254032 0.620303386 Yes 451 147 0 0 582 508 681 0 No 0.27 4.07 40.08 11CO008 Yes Yes 67 Female NA NA NA pT3 pN1 Stage III NA NA 0 0 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 384 0 384 0 0.193168036 0 0.107036965 0.276342944 0 0.171956988 0 0.050400565 0.029277741 0.005600585 0 0.098830801 0 0.268366885 0.130177457 0.547632496 0.157253971 0 0 0.12545863 0.006818687 0.251679962 4183.197 4116.642 8299.84 -0.33628888 -0.12857531 -1.22336699 -0.949175 -0.70538714 -0.30471274 -0.55089298 0.03975424 -0.88938371 0.8651933 -0.43900453 1.23470704 0.30269655 0.73106971 8.4732 9.8706 7.6549 12.8919 2.6952 8.6918 3.0136 11.8563 14.0106 13.7231 2.3238 17.4201 5.6879 9.0849 12.1203 2.4949 14.026 9.1887 9.9587 7.277 -1.1822 -1.5758 8.0994 13.5524 11.0827 19.591 15.2802 25.4501 8.1236 15.8937 0.3902 6.3045 13.204 22.0374 13.0011 8.3224 12.2704 9.9322 8.9578 4.3886 6.6224 7.4533 6.4913 3.2538 8.7825 3.2433 -3.8005 5.9264 -14.5431 -2.1965 0.05926096 0 0 0 1.019607e-18 1.302035e-18 0 0.0006407977 0.006074447 0.03697838 0 0 0.008426562 2.356396e-20 0.02196328 0.009484139 1.606368e-18 0.1400401 0.006678932 0.1208075 0.01248924 0 0.03161271 0 7.270257e-19 0.02445679 2.929419e-19 0.004679494 0 0 9.647046e-20 0.001178833 0 0 0.06827628 3.606823e-18 0.04644217 0.1057079 0.1521501 -3.1627 -0.7559 -2.652 -1.3611 -2.4896 -1.8672 -2.1865 -0.3952 3.1134 -1.5798 -1.2558 -0.1509 -0.6198 2.0323 -1.5994 -4.4353 -4.4584 1.2541 0.08348207 0.03006662 0.12655035 0.21467102 0.11114506 0.06267483 0.38115024 0.21424301 0.07554891 0.15675915 0.05098132 0.35059459 0.69724545 0.18596791 0.17748172 0.13163318 0.21957734 0.26335509 0.24356233 0.4921437 0.22504517 0.13347513 0.05185986 0.00951926 4.68873332 No 70 46 0 0 28 0 0 0 No 0.3 2.03 1.94 11CO010 Yes Yes 59 Female NA NA NA pT3 pN0 Stage II NA NA 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 375 0 375 0 0.2301295 0 0.14763145 0.61394539 0 0.61988702 0.17748777 0.0642342 0.08548288 0 0.02223684 0.07931687 0.03094373 0.21318891 0.19718687 0.65703972 0.01595296 0 0 0.57403369 0 0.04246299 3174.914 4258.174 7433.088 0.3205853 -0.9652007 0.6780374 -0.1542608 0.632535 -0.4378526 0.5173037 0.6061275 -2.4283701 1.270608 0.628814 0.3306461 -0.2754348 1.3863876 10.6538 9.3005 7.9325 15.8991 4.0757 8.7693 4.9483 11.1419 16.2246 13.7818 4.5801 15.0748 7.6847 9.0162 10.271 3.2663 13.4809 12.1175 13.3707 8.9399 0.1286 0.7577 8.2358 12.9079 11.465 19.144 15.5865 24.6391 8.1507 14.5384 1.5253 6.1156 11.8651 19.9129 12.0029 7.5389 12.1489 10.144 9.2764 3.7044 8.5173 6.9368 8.2655 1.8618 8.589 5.9397 -4.2305 5.3885 -13.8596 -2.8903 0.02654569 0.01418891 8.035333e-20 0.007217947 1.50069e-18 0.01460799 0.01616018 0.004789187 0.03388877 0.05340373 0.02104016 0.003600107 0.0002691961 0 0.008608713 0.003344497 0.002327159 0.1021806 0.006216265 0.1252018 0.01811787 0.0169111 0.009192461 0.0008238097 0.0004582981 0 0 2.371205e-19 0 0.02815783 0.03968416 0.0206688 5.468502e-18 0.02706102 0.0439592 0 0.05197015 0.05431106 0.1062812 -0.2374 -2.7686 -0.6097 -2.2999 0.0255 1.7215 -1.0954 -0.0677 -0.7066 -0.861 1.0353 2.0421 -0.6853 0.0711 -0.4647 2.5757 0.4194 -0.1483 0.12543029 0.15301551 0.11266769 0.14750378 0.19771562 0.17450973 0.29554683 0.15213959 0.43681085 0.14235461 0.13423503 0.11335801 0.50167316 0.12853696 0.49131851 0.16018279 0.18046395 0.43686123 0.04460329 0.85120931 0.18277652 0.1706 0.12652953 0.03858816 5.49863094 No 59 70 0 0 0 0 0 0 No 0.5 3.47 1.92 11CO018 Yes Yes 74 Male NA NA NA pT3 pN0 Stage II NA NA 0 0 1 0 1 1 1 1 0 1 1 0 0 1 0 1 1 0 0 1 1 0 1 1 371 0 371 0 0.150489121 0 0.03957562 0.947320613 0 0.560340299 0.227111151 0.158402118 0 0 0.031087801 0.19952009 0.090516998 0.334377826 0.518240004 0.669762424 0.038850038 0 0 0.351211544 0.043383182 0.002077877 3772.827 4782.372 8555.198 0.53266648 1.57278274 1.47519478 1.49610941 0.99332558 1.28805032 0.76508233 0.98101588 -0.18196799 1.1038277 0.7228536 -0.02307045 0.84788987 -0.24460367 15.1568 13.0532 8.3304 17.3689 2.9097 10.1264 5.7352 10.8347 16.4667 15.1378 4.9446 15.6802 9.9599 10.2121 12.1655 3.1918 14.6935 13.2766 15.5086 10.0705 1.0454 1.3643 10.5658 14.2965 10.7021 18.0995 16.2725 21.9215 8.5096 17.5335 4.8939 5.8517 11.1317 18.2723 13.2329 8.1259 14.2791 10.429 11.4816 4.8826 7.8446 7.6391 10.5941 0.2098 6.9604 6.6999 -4.4163 6.3514 -13.9851 -2.1011 0.06090834 0.03530899 4.169972e-20 2.593588e-18 0 0.02703828 0.008800166 0.001994191 0.02067719 0.05414237 0 0.01272708 0 0 0.000230692 0.008464884 2.852483e-19 0.06187685 0 1.742938e-18 0.05260587 0.03646525 0.02446108 0.009014034 0.007331981 0 3.210698e-19 4.45937e-19 0 0.008542071 0.02117923 0.01347067 1.067251e-17 0.02935876 0.04602924 0 0.07855785 0.04079484 0.1193527 4.0504 1.2721 -0.7442 1.9848 3.4213 -0.4785 1.7155 2.2733 0.1301 -2.1628 3.9804 1.5419 1.6494 -3.5066 -0.7359 -0.7824 0.8768 -0.1439 0.041745734 0.020302626 0.031257872 0.017994724 0.030606491 0.019463561 0.047238197 0.020662196 0.015811036 0.049011594 0.023844168 0.100748971 0.0105 0.012178277 0.040297128 0.060328487 0.064232879 0.005531942 0.11746447 0.058406242 0.0131 0.085536085 0.018486003 0.601878215 1.506626899 Yes 535 292 0 0 658 353 429 0 No 0.52 2.01 43.38 11CO019 Yes Yes 74 Female NA NA NA pT3 pN1 Stage III NA NA 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 373 0 373 0 0.13017636 0 0.22199527 0.13679636 0 0.44964541 0.0481021 0.06700485 0.04412437 0 0.11603206 0 0 0.46214929 0.18484342 0.61657222 0.12662905 0 0 0.31983891 0.02416153 0.11506318 4319.598 4018.043 8337.64 0.05731672 0.41678718 0.5454677 0.21923543 0.27018236 0.72089323 0.51543257 -0.30063669 -0.74304638 1.25808895 0.6953193 0.4818166 -0.15937895 1.12565612 11.4031 11.401 8.46 16.2354 5.69 9.6851 3.8599 9.3937 13.7197 14.119 4.0296 14.02 8.4644 7.8413 12.5725 2.6387 13.9368 11.2625 13.5409 9.7618 0.9432 2.2144 9.899 14.4646 11.0227 19.3237 12.9089 23.3342 8.4683 17.9034 3.3071 5.7476 11.8305 18.5858 11.7605 6.6718 12.6191 8.6782 11.8305 4.6165 8.1228 8.6964 7.9078 1.2741 8.5917 4.6449 -4.3354 7.1816 -13.3386 -2.1447 0.04249122 0.0402667 4.106421e-21 0.001286552 0 0.01891281 4.110586e-19 0.002593844 5.00673e-22 0.003430088 0 0.008927388 0.0008770805 9.86792e-19 0 0.006248862 7.649328e-19 0.06003416 0 0.05625941 0.04944658 0.0258127 0.0429478 0.004964855 1.072454e-20 0.007779726 0.0002347813 2.234103e-20 0 0.001085257 1.436145e-18 0.01838067 2.503168e-18 0.01214098 0 1.084101e-19 0.06830525 0.03722516 0.1055304 -0.8853 -3.8613 -2.125 -4.1654 -3.3352 -2.6276 -1.5233 1.5033 0.4031 -2.6706 -2.9164 -1.5037 0.4569 -0.4885 -1.2556 -2.9851 -1.944 -1.4083 0.13925214 0.05688757 0.08866847 0.04936881 0.07493279 0.15296932 0.3834755 0.06946833 0.02641098 0.0690732 0.03959927 0.07860387 0.34882927 0.16101205 0.17491151 0.15386316 0.13335885 0.25876882 0.19425226 0.46411079 0.191723 0.11042223 0.15701768 0.0479 3.62487987 No 96 68 0 28 0 0 0 0 No 0.52 2.03 2.66 11CO020 Yes Yes 55 Male NA NA NA pT3 pN1 Stage III NA NA 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 370 0 370 0 0.03549273 0 0.0716052 0.2052348 0 0.70436657 0 0.09959769 0.05432753 0 0 0.05388131 0.02392449 0.28709767 0.13372698 0.51692929 0.13347243 0 0 0.20230026 0.08201361 0.05340106 2967.342 3423.474 6390.816 1.084103 -0.4342851 0.4332909 -0.1785719 -0.9205667 -0.5461986 -0.4432729 1.0209718 -0.1463411 0.4257259 -0.2930373 0.3966622 2.0066674 -0.685721 8.8794 10.2292 8.5412 15.4169 2.3237 8.5578 3.5032 11.0438 14.8736 12.4661 3.9938 13.9222 8.0213 9.0867 11.9597 2.8176 14.2829 9.3526 9.2273 7.9088 -0.3974 -0.0707 7.1791 13.8442 11.5263 19.4371 13.6096 23.19 8.1458 13.5809 0.5238 4.5178 11.7057 20.2385 11.9041 7.317 11.7405 9.4603 10.2335 3.5066 8.981 6.498 7.6034 1.6811 8.3686 2.4704 -3.7412 4.7438 -13.8044 -1.951 0 0 1.365667e-21 0 2.901907e-18 0.004060028 0.05220641 8.686e-22 0 1.102663e-19 1.635008e-18 0 0.0009094788 0 0.001729395 0.01643504 0 0.05059822 0.03454567 0.08375846 0.0110805 0.008571679 0.006060643 0.001069837 5.309292e-19 2.832915e-18 3.481702e-19 1.789783e-19 0 0.08681929 0 0.00384669 8.079827e-18 2.375527e-18 0.06638249 0 0.009253157 0.03351663 0.04276979 4.039 1.6807 1.956 2.9291 0.3708 2.1883 2.0926 1.1045 0.7659 1.7821 -0.7719 1.6156 3.2028 -1.7844 -0.8869 -0.7189 -0.9192 0.3471 0.20051619 0.22897212 0.16777509 0.18354482 0.11550951 0.36422525 0.15654606 0.40669451 0.33649022 0.44600674 0.13682648 0.22683614 0.25597157 0.17124584 0.37985892 0.16931623 0.23082801 0.36408553 0.10577145 0.43203923 0.09114353 0.17831826 0.19748595 1.8484 7.39440762 No 71 29 0 0 0 0 0 94 No 0.6 3.33 2.76 11CO021 Yes Yes 74 Female NA NA NA pT3 pN2 Stage IV NA NA 0 0 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 95 1 NA 0 0.102746155 0.010121259 0.038510279 0.407708629 0 0.38862006 0 0.178124089 0.198135224 0 0 0.072327187 0.1802576 1.088833677 0.277275943 1.049935866 0 0 0 0.177109488 0.008515841 0.1237821 4554.95 4208.847 8763.797 1.533071456 1.132353536 0.947029141 2.081969357 0.004476344 1.296900474 0.767175479 -0.478651848 -0.172178994 2.424756064 0.931293121 -0.352515453 -0.441327646 0.868983667 12.7991 11.9724 9.0842 18.6553 5.989 9.9946 5.5867 10.6774 16.783 14.0606 5.6335 13.5315 8.8589 7.9924 13.0088 2.8632 13.6139 9.4745 10.851 10.1615 0.8763 2.8999 8.5619 13.8409 12.1974 20.2843 15.6518 24.5481 7.8276 19.7142 3.1021 4.4164 8.9969 17.7435 12.373 7.1795 11.4 9.4217 11.9478 5.166 7.3655 7.7786 9.4279 0.7744 7.1716 4.086 -4.3277 7.8087 -13.5582 -2.442 0.0142993 0.0311701 0 0 2.207271e-18 0.0101356 5.049081e-19 0 0.01034542 0.004315134 0 0.008805315 3.269084e-21 0 1.052891e-19 0.01144599 0.000326969 0.06766912 0 0.03678666 0.04172277 0.02734605 0.01812673 0.004176078 0 0.0176263 0.004516881 0 1.728223e-18 0.006136692 1.229195e-22 0 0 0.003519393 0.04080291 1.510417e-19 0.0702451 0.0430502 0.1132953 -1.1178 0.1288 2.6873 2.6141 2.907 0.9063 2.4624 3.4564 3.4021 1.0057 0.9796 -1.2333 -0.4703 4.0829 0.6639 3.0263 3.2641 3.2889 0.40804292 0.1685125 0.09358505 0.32395219 0.15376878 0.19880567 0.09793176 0.3716665 0.07530492 0.08678357 0.10871974 0.14812652 0.4838233 0.44932494 0.09262562 0.04756174 0.49474339 0.36752814 0.28562177 0.11928628 0.40079283 0.48951869 0.02747086 0.0143 5.50779765 No 54 43 0 0 0 0 0 46 No 0.62 1.82 2.24 11CO022 Yes Yes 72 Male NA NA NA pT4 pN0 Stage IV NA NA 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 382 0 382 0 0.213213104 0 0.194622852 0.402917547 0 0.816310919 0.228017538 0.004908536 0 0 0.033565715 0 0 0.239800179 0.368226126 0.213139641 0.259223075 0 0 0.315672351 0.112242074 0.228216966 2355.146 4390.667 6745.813 0.70784715 0.36752804 0.76878965 1.06277824 -1.28245004 0.27226677 1.24081387 -0.23672361 -0.15062228 -0.07974762 1.17567294 -0.90699475 -1.33748727 0.54676432 13.5034 10.794 9.6592 16.1478 2.7872 8.4375 5.2187 10.4177 16.6128 14.4784 3.9973 14.798 7.1137 9.2897 11.6422 1.6201 14.1557 8.1962 10.2685 6.5669 0.71 -0.0133 8.5445 13.7486 11.0783 19.9866 16.3764 23.4401 9.0672 12.4462 3.4573 5.6282 12.0143 21.2195 12.8514 7.2856 11.1777 10.5262 10.8827 4.2001 8.4043 6.8956 9.0103 2.0815 9.11 5.3425 -3.0289 6.4071 -13.6973 -1.1858 0.08581465 0.03489825 0.004467133 0 0 0.02759814 0.03128037 0.008980533 0.01337402 0.04089934 9.995828e-19 0.007865129 0.005499515 1.243628e-18 0.004061493 0.006625542 1.280573e-18 0.04729826 0.004933494 0.05240501 0.01370366 0.009058134 0.006136812 0.002894096 0.02238826 0.01570586 1.331046e-19 0.01327655 0 0.08424025 0.04430221 0.01133685 4.719868e-19 0 0.0977287 2.463208e-19 0.06527595 0.0269619 0.09223785 -0.7316 0.2617 -0.281 1.2193 -0.9541 1.7348 0.8935 0.2975 2.5963 0.4645 1.7322 1.0571 0.0081 -2.282 0.7803 -3.1448 -2.0554 2.2995 0.0892425 0.03004078 0.03787786 0.06609706 0.36507305 0.03105766 0.37494541 0.28890315 0.04006442 0.0429177 0.01719004 0.04636057 0.01707113 0.0446378 0.02442264 0.03302548 0.18287452 0.49401513 0.06294942 0.3879824 0.47933989 0.07517698 0.63168919 1.48822627 5.35118106 No 76 25 0 0 0 0 0 94 No 0.57 2.11 2.72 11CO027 Yes Yes 55 Female NA NA NA pT3 pN0 Stage II NA NA 0 0 0 0 1 1 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 378 0 378 0 0.067081297 0 0.052619688 0.422301969 0 0.38038282 0.082982525 0.005319286 0 0 0 0.013981127 0.031897575 0.134027743 0.481048751 0.266785797 0.137914275 0 0 0.217847817 0.067794653 0 2230.892 2954.645 5185.537 0.11705628 -1.4046495 -0.40589712 -0.78658959 0.30675831 -0.99213615 -0.63194084 0.1372724 -0.95137434 -0.03087978 -0.69764422 -0.04310054 0.23554089 -1.13748998 6.5759 7.1572 9.165 13.9224 2.4619 7.2866 2.9386 12.0263 17.48 12.1219 2.8775 16.2489 4.4002 7.8563 12.2872 -0.4954 14.3676 11.3995 11.0453 4.2832 -1.1877 -2.3529 5.877 14.5196 10.7429 20.2104 18.2151 25.9929 8.9049 10.032 -1.6762 6.0619 12.8177 22.8911 11.5487 8.6166 11.4302 10.9273 8.2111 3.3592 7.261 4.8285 5.1762 3.0533 8.1342 2.0351 -1.3963 3.0912 -14.5528 -1.8559 0.06448439 0.006288996 0 2.331626e-18 6.035656e-18 0 7.169508e-18 0.004576812 1.455381e-19 0.03350503 1.170335e-18 0 0.006316792 4.647967e-19 0 0.009840151 3.06468e-18 0.09218005 5.973188e-19 0.115491 0.004023769 0.007318424 0.01210288 0 0.01554733 4.01541e-18 0 0 1.111369e-18 0.002878987 0.005738419 0.01884266 0 0 0.1430052 1.894489e-18 0.006875177 0.05705984 0.06393502 -3.7318 -5.2547 -4.5864 -5.4086 -4.9775 -4.9511 -3.7415 -4.77 -1.7855 -3.8222 -3.0323 -2.3311 -3.849 3.187 -1.5313 -2.7055 -2.9918 -2.2664 0.0276548 0.14006816 0.02300608 0.06246176 0.37037338 0.02066459 0.28777985 0.19419219 0.02534926 0.07757906 0.02234313 0.05634243 0.52255381 0.45912561 0.07385885 0.17963895 0.22755883 0.45775936 0.13717626 0.58008152 0.0733795 0.11906798 0.23172731 0.02376703 4.39350968 No 51 9 0 0 0 0 0 154 No 0.53 2.1 3.58 11CO030 Yes Yes 54 Female NA NA NA pT3 pN0 Stage II NA NA 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 369 0 369 0 0.09470849 0.01550667 0.04817256 0.192868 0 0.56320136 0 0.03574483 0 0 0 0.01580061 0 0.32956684 0.16555174 0.66507762 0.01253348 0 0 0.43150894 0 0.2193132 3642.07 4008.114 7650.184 -0.1401136406 -0.6993910462 0.5650910262 0.0009046699 0.1650364832 -0.7856577574 0.4662323322 -0.3710764618 -0.9889442821 0.359009223 0.50762931 -0.0127983964 -1.7043576126 0.6449050629 11.1272 11.2612 10.0343 14.5943 2.3449 7.8683 4.5984 10.9926 15.8413 14.6979 3.7829 15.8885 7.5055 9.6496 12.0229 2.8785 14.8137 10.4951 12.6962 7.1054 0.0402 0.1185 9.1881 13.799 10.494 20.1622 15.8077 23.3111 8.9096 15.7071 3.4227 6.716 12.4808 20.7296 12.2562 8.3422 11.4138 10.1632 10.7568 4.4111 8.7897 8.0074 7.3437 2.527 8.6762 4.3783 -3.5813 6.3803 -13.2637 -2.6549 0.06256203 0.02205031 0 9.07618e-19 0 2.99636e-20 4.543007e-19 0.0005936055 2.625255e-19 0.002960655 0 0 0.00484111 2.131162e-19 0.008088421 0.01234791 1.998159e-18 0.08143695 0.002219531 0.09750213 0.041327 0.02130859 0.0351477 0.001477272 0.00814244 0.02195846 1.628346e-19 0.005186656 2.906706e-18 0.02343987 0.02008206 0.01367169 0 0.008882124 0.03244478 0 0.06672541 0.0489589 0.1156843 0.9395 -0.288 -0.4245 -0.8273 0.1509 2.1499 -2.1805 3.571 4.3791 1.463 1.5322 1.8533 -0.4255 -1.0379 1.0487 -1.7461 -2.6442 2.9651 0.10292934 0.07613024 0.09544199 0.13318148 0.09222926 0.068331 0.29086523 0.63933598 0.06655109 0.11719103 0.15182304 0.0945627 0.33319479 0.08841721 0.48544992 0.16350916 0.30573813 0.44185384 0.18500865 0.40447548 0.18158135 0.13704002 0.26763264 0.01434082 4.93681438 No 38 32 0 0 23 0 0 0 No 0.5 2.04 1.26 11CO031 Yes Yes 53 Female NA NA NA pT3 pN0 Stage II NA NA 0 0 1 0 1 0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0 386 0 386 0 0.01712282 0.05847161 0 0.56043893 0 0.13880263 0.32665472 0.10358447 0 0.05408604 0 0.12278255 0 0.11741632 0.50612746 0.78478966 0.05029822 0 0.02406524 0.07691226 0.09575673 0.45717079 2811.094 5132.463 7943.557 0.03660208 -0.40576246 -0.68066525 -1.57624851 3.02042252 -0.15188833 1.10933844 0.06048968 0.24517098 -1.58981362 0.79498189 0.65426916 0.53295547 -0.71395838 10.0617 5.9849 7.9185 14.2377 -0.8391 6.0258 7.1112 12.1696 17.6077 13.9088 1.1959 13.6991 3.6777 7.6566 11.4841 -2.6908 13.4593 15.4878 18.1215 2.492 -1.7664 -3.6938 9.9006 14.4397 10.0363 21.2758 18.1749 24.8639 8.0822 8.7746 5.1195 5.6386 12.4441 22.5319 12.5614 8.1114 10.8238 8.8837 6.7684 3.1214 7.4228 6.0637 8.0053 2.1867 8.6858 8.1264 -1.3624 6.3153 -14.2073 -1.2091 0.08810522 0.0409166 0.009169833 2.231508e-18 1.467052e-18 3.760275e-18 0 0.00419872 0.03928642 0.1156412 9.189555e-22 0.004549763 0.002887502 0 0.01971433 0.01225002 9.399573e-19 0.04720444 0.05368765 0.09533809 0.042121 0.02294076 0.02386812 0.003265938 0.01817183 0.01706321 0 0.02083627 0.005639339 1.388579e-18 0.04921941 0.03649831 4.543129e-18 1.420412e-18 0.2568936 9.24392e-20 0.1258954 0.02972723 0.1556226 -1.9024 -0.8373 -1.1268 -1.4877 0.2541 -0.9997 -2.0715 -0.871 1.3039 -0.5616 -3.5627 -0.6861 0.083 2.0854 -2.2556 -0.7652 0.0543 -1.0835 0.281913652 0.087735286 0.099188212 0.055858189 0.095062084 0.072751414 0.127125827 0.06853163 0.063502932 0.116016748 0.106101041 0.10579202 0.067932349 0.08502287 0.126226695 0.199329927 0.151980044 0.095829109 0.187791614 0.146810527 0.056633257 0.158331845 0.087795902 0.005816675 2.64907985 Yes 286 280 0 0 362 248 0 0 No 0.22 2.82 20.28 11CO032 Yes Yes 57 Male NA NA NA pT3 pN1 Stage III NA NA 0 0 0 0 0 1 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 368 0 368 0 0.14003551 0 0.0215938 0.44561288 0 0.31044113 0 0.24247357 0.06855667 0 0 0.05284407 0.01544406 0.04815679 0.30198737 0.68263261 0.10584437 0 0 0.5453737 0.05548613 0.16779684 2701.466 4373.711 7075.177 1.043798 -0.6818176 0.7715649 -0.3652256 0.1094024 -0.8383495 1.0061439 -0.4848159 -0.7684093 -0.2139566 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NA 1 1 0 0 0 1 1 0 0 1 1 1 0 0 1 0 1 1 0 0 0 0 0 0 367 0 367 0 0.2311505 0 0.32674833 0.76472671 0 0 0.48975694 0.27485102 0.07974903 0 0 0.17365149 0 0.21346526 0.2726477 0.46661573 0.05750898 0 0 0.25449034 0 0.02471459 3253.24 4806.816 8060.056 -0.6269372 -0.442373 -0.2504362 0.6126237 0.9801709 -0.743619 0.3788733 -0.376892 -0.2937666 -0.1705183 0.2340852 1.7042941 -0.8474066 -2.1350115 10.7443 9.2769 8.1528 16.342 2.177 7.6858 6.2366 12.6136 19.5301 14.5006 3.5834 15.091 4.8 7.574 12.5072 -0.44 14.4876 13.0571 15.9693 4.9035 -0.1327 -1.4136 8.6288 14.8519 11.8703 20.5502 18.5539 25.5498 9.5974 14.2087 2.08 5.9617 12.0212 21.8637 13.5493 8.6168 11.1813 10.2814 8.0385 3.8862 7.5522 5.0567 8.1725 0.677 8.8386 7.1559 -1.7303 3.6337 -14.3486 -2.0196 0.1036827 0.05416957 0 0 0 0 0 0.01280068 0.06069242 0.1027885 0.02381566 0.011648 5.953362e-21 1.357751e-18 0 0.008532927 0 0.0576535 0 0.03627533 0.02696088 0.01941838 0.02212136 0.003008637 0.02670599 6.213466e-19 1.009363e-18 1.101627e-19 4.488937e-18 0.008788233 0.01866291 0.02227383 0 0.06772042 0.2203336 6.039502e-18 0.09655433 0.04739232 0.1439466 -2.7382 -1.0323 -1.4533 -2.1657 0.1816 0.2648 -0.5758 -0.7259 3.2078 -1.8751 1.0432 -2.6261 -1.0666 0.9939 -0.1975 0.144 -1.086 -0.8373 0.12283831 0.08647465 0.10285875 0.0491533 0.09582941 0.0809106 0.12292664 0.12673044 0.06520953 0.12426039 0.11015988 0.10212824 0.05038105 0.08506949 0.1194564 0.20615923 0.14625749 0.09092531 0.22803841 0.14514589 0.11022587 0.14672836 0.07152337 0.212045 2.80143601 Yes 717 446 0 0 979 0 0 0 No 0.38 1.97 37.02 11CO037 Yes Yes 52 Female NA NA NA pT3 pN1 Stage III NA NA 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 368 0 368 0 0.29915328 0 0.0651729 0.41845263 0 0.70276364 0.02076731 0.1792549 0.03155375 0.02184619 0 0.07077063 0 0.11854452 0.35326961 0.3770583 0.32086037 0 0.12823415 0.09787412 0.04414944 0.0560954 3146.871 3875.164 7022.035 0.2771258 -0.9122282 1.4917741 0.356577 0.6998332 -0.5047942 -0.6409935 -0.2593224 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0.13622579 0.21848893 0.48137771 0.08638008 0.14624465 0.20491105 0.12833073 0.19465506 0.09033761 0.16039452 0.19858677 0.26780624 0.23359129 0.13565038 0.65534088 0.09510471 0.39546863 0.14850093 0.01327011 4.54747378 No 40 39 0 0 51 0 0 0 No 0.29 2.02 1.96 11CO039 Yes Yes 67 Female NA NA NA pT3 pN0 Stage II NA NA 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 386 0 386 0 0.09097993 0.01170771 0 0.37810411 0 0.23309598 0.1801921 0.08769376 0.05233894 0 0 0.11944506 0 0.15993266 0.28782928 0.43156888 0.17435514 0.06402467 0.12502515 0 0.13346569 0.04601968 1850.352 2984.95 4835.302 -0.339642449 -1.586574249 0.754721381 0.775222013 -0.173230781 -0.885088457 -0.305729559 -0.25932993 -1.265830997 -0.001177868 -0.344611834 -0.40198274 0.209685186 1.630969266 7.4533 8.0021 8.799 14.4274 3.4793 8.0272 3.0742 11.9212 18.3302 12.5142 3.3094 14.9727 5.3488 7.9704 11.0942 -0.5614 14.0409 9.5387 10.3192 3.9278 -1.4383 -2.0046 5.8788 13.9822 11.0576 19.1819 19.3952 25.133 9.2742 9.4725 -1.6469 5.308 13.8184 21.78 10.9476 7.7238 10.595 9.3775 8.0043 4.0554 7.4487 4.0979 6.618 2.1423 8.977 2.3911 -2.21 3.4001 -14.0616 -2.4514 0.02711631 0.003084193 0 1.669012e-19 3.909097e-19 0 0 0.007101056 1.602723e-19 0.02058962 1.740207e-18 0 0.01043405 2.473245e-18 0.00569874 0.001205694 1.185753e-19 0.07298103 0.01847148 0.08839142 0.007010834 0.004731845 0.01111363 0 0.004629298 1.877241e-18 6.570762e-19 0 0 0.02614278 0.03798057 0.0104777 1.033215e-17 7.164319e-18 0.151574 1.759174e-18 0.01052918 0.03957192 0.0501011 -1.1681 -2.2059 -1.6741 -4.478 -2.0437 -1.0909 -0.9244 -0.0995 0.6393 -0.851 -0.5407 0.8044 0.8027 1.8412 -2.4174 1.3572 -1.4995 1.5993 0.0888194 0.0216337 0.03313363 0.05025812 0.43184127 0.03385802 0.1072868 0.65572179 0.41633764 0.08814898 0.02561276 0.1435655 0.08331893 0.29547705 0.10352748 0.10710481 0.22245834 0.66854311 0.07222685 0.76896633 0.027777 0.06326697 0.0606367 0.0162 4.58572119 No 63 49 0 0 0 0 0 111 No 0.72 2.11 3.46 11CO042 Yes Yes 70 Male NA NA NA pT3 pN0 Stage II NA NA 0 0 0 0 1 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1 0 0 0 375 0 375 0 0.17685259 0 0.1287313 0.42013868 0 0.18999459 0 0.32271854 0 0 0 0.09067786 0.01429254 0.18267367 0.33345707 0.32898786 0.06148578 0 0.12846088 0 0 0 1686.13 2488.645 4174.775 -0.35046958 -0.0859783 -0.34894303 0.08527693 -0.90155335 0.1224859 -1.14506016 -0.50668303 -0.92102345 0.16683519 -1.01553928 -0.14569355 -0.20252337 0.07357584 9.9475 11.0363 9.0172 16.9102 4.2603 8.6266 3.5254 11.5943 17.1072 13.9373 4.4178 15.978 8.9845 9.8941 11.648 4.099 13.8852 8.9656 9.2215 8.1445 0.758 1.2713 5.9874 13.5679 10.3125 18.7286 16.6357 24.3739 9.1712 13.0774 -2.0386 5.2841 11.1631 19.9444 11.9577 7.2562 11.5705 10.6611 10.395 3.5106 7.7887 5.5802 6.8029 0.7301 8.3538 1.7469 -2.3252 3.9858 -12.9822 -2.7364 0.02217995 0.000704491 0 4.346096e-18 0 0.02964763 0 2.678774e-05 0 8.517322e-19 0 0.007915555 9.298249e-05 7.846483e-19 0 0.0001441855 9.553467e-19 0.09354903 0 0.05673642 0 0 0.0002422927 0.002025831 0.0006653139 7.33264e-18 0.0009637092 0 1.045112e-18 0.0556891 0.010766 0.002054682 4.869224e-19 0.05145646 0.01351237 0 0.001820215 0.04807549 0.0498957 0.0366 0.7578 -1.6537 -1.2159 -1.9643 -3.1813 -0.2264 3.6178 -0.2632 3.0403 -0.0187 2.8 0.4547 -4.1606 1.4583 -0.2157 -1.2304 2.2383 0.16305072 0.140668 0.10366063 0.15851099 0.15963005 0.08238123 0.30734088 0.56507909 0.0723012 0.16017363 0.13113255 0.13827151 0.34156909 0.09930768 0.49495535 0.27917101 0.33194952 0.44348037 0.30669749 0.48604917 0.10026634 0.18866711 0.573851 0.34260208 6.17076667 No 103 86 0 0 0 0 0 0 No 0.51 2.03 3.02 11CO043 Yes Yes 67 Female NA NA NA pT3 pN0 Stage II NA NA 0 0 0 0 0 0 0 0 1 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 375 0 375 0 0 0.068900684 0.071786971 0.159545729 0 0.044795148 0 0.291047809 0.010298439 0 0 0.091976993 0 0.405050327 0.251232826 0.335263103 0.01170949 0 0 0.207862828 0 0.002886268 1137.13 2083.759 3220.889 -1.6888727 0.7369678 -0.4211718 -0.1596414 -0.3595464 0.4799766 -1.0760725 -0.6450224 -0.5601132 -0.2893989 -0.9447378 -1.302164 1.9084192 0.6352159 10.4272 8.9787 8.9343 16.4615 5.0961 8.7606 2.6179 11.3526 16.2901 13.1835 4.7613 14.8662 7.9907 8.4528 10.787 2.0585 12.6703 10.3094 9.7415 7.3394 0.2637 0.8047 5.7017 14.5115 11.3209 19.0656 16.778 25.0813 9.2481 11.4549 -1.5708 5.4268 11.0646 18.4272 12.8716 7.7212 12.6184 10.0984 8.8483 3.6788 6.4261 5.7347 6.8324 1.7059 7.7549 0.738 -3.9939 3.7015 -13.85 -2.6711 0.04899505 3.78106e-20 3.481367e-19 8.597148e-19 3.184758e-18 0.02758419 0 0 0 3.311016e-18 0 4.049489e-19 0 1.428735e-19 0 0.002066671 1.106516e-18 0.04388774 0 0.02444377 1.139223e-20 0 0.007517549 0.0006146915 0.001358101 6.030098e-18 0 2.007957e-19 9.601266e-20 0.05453767 0.004881853 0.0006157587 0 0.05984411 0 8.099458e-18 0.0004097943 0.04247345 0.04288325 4.2594 2.7345 3.8673 -0.6741 1.5027 1.1267 -0.059 -0.2774 3.6006 -1.6139 -1.6569 1.1896 0.3952 2.3803 -0.3665 -0.5331 4.6075 -1.9467 0.17048618 0.12215368 0.07991549 0.14657146 0.223183 0.25609341 0.42717379 0.26815805 0.20471803 0.20745064 0.22304472 0.11268226 0.38287313 0.08682814 0.27961756 0.11781317 0.26282382 0.29696814 0.06397268 0.74025017 0.24356631 0.3283503 0.67719121 0.02069035 5.94257567 No 47 47 0 0 60 0 0 0 No 0.66 2.57 2.14 11CO044 Yes Yes 69 Female NA NA NA pT3 pN1 Stage IV NA NA 0 0 0 0 0 0 0 1 1 1 0 1 0 0 0 0 0 0 0 0 0 1 0 0 235 1 NA 0 0.13688148 0 0.055412 0.77447779 0 0.45346224 0.3755855 0.25348299 0.01876785 0 0.05972095 0 0.04958537 0.18028392 0.36727411 0.6013758 0.08526925 0 0 0.44823387 0.08985982 0.09215712 3707.885 5036.208 8744.093 -0.252914 0.9895748 -0.8787704 0.1430517 0.6537301 0.9913129 1.4025274 -1.3792389 0.6792234 0.4836728 1.2821047 0.5766404 0.2113046 1.3958315 15.291 10.7266 8.006 18.3469 4.5729 8.2632 6.381 11.5491 16.7602 14.0279 4.4784 13.889 6.3288 7.7289 11.8588 1.8017 13.6755 12.1696 15.7226 7.9186 0.3671 1.6247 9.8082 13.6129 11.6567 21.4287 18.0465 24.086 9.5295 16.8903 4.7313 4.1981 9.9807 18.2974 12.2622 7.2534 12.7827 10.4634 10.3002 4.9396 6.3453 6.1699 9.4599 1.0052 7.1586 8.0076 -3.1592 5.8401 -12.2035 -3.5176 0.1245801 0.04512672 2.687375e-20 6.060206e-19 0 0.02840542 0.003992555 0.0007972677 0.05297148 0.05480598 0.01220908 0.005942924 0.001974253 0 0.01365109 0.009340124 1.155935e-18 0.03293814 1.007887e-18 0.03121457 0.04465897 0.02572702 0.01986162 0.007575035 0.01535019 0.01017938 0.004037226 0.00258586 0 0.1050719 0.02909971 0.004114736 0 0.05172691 0.1265848 0 0.1178324 0.02240802 0.1402404 -1.6535 -2.005 1.562 -0.9313 1.8938 -2.4844 -2.9615 2.1868 1.3773 -0.0707 -3.3695 2.0389 -0.2508 -0.0305 -1.9504 0.6646 3.6651 0.9998 0.15664891 0.011085252 0.248059013 0.104971989 0.039099598 0.074500227 0.19636517 0.3769485 0.030334795 0.02633334 0.126045704 0.100483819 0.599304269 0.022713141 0.341792769 0.050008762 0.097263988 0.3334 0.004590056 0.38103582 0.334125639 0.249084523 0.113718962 0.006487161 4.024401409 No 72 21 0 0 0 0 0 117 No 0.51 3.14 3.12 11CO045 Yes Yes 71 Female NA NA NA pT3 pN1 Stage III NA NA 0 0 0 0 0 1 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 385 0 385 0 0.173160848 0.203982422 0 0.430153509 0 0.778006658 0 0.197354383 0.134221543 0 0.067650842 0.009832689 0 0.590036269 0.400316969 0.775299662 0 0 0 0.24740629 0 0.105033223 3818.867 4019.393 7838.26 1.05196 0.7655012 0.1207719 1.3445134 0.928602 0.6971864 0.589531 -0.1613499 0.1200945 1.7679354 0.8628544 -0.1926002 -0.5187249 1.0669545 12.0911 11.4222 8.7205 18.1473 4.3158 9.8092 5.3725 10.9287 16.6089 16.0338 4.9162 15.4807 7.9544 7.9521 10.9113 3.3924 13.5096 11.8316 13.7519 9.0603 1.2511 2.49 8.0389 13.9717 11.6099 20.7516 17.0414 23.9791 9.0573 18.6465 2.2887 4.9879 10.0467 18.9957 11.7851 7.5997 12.1559 9.1539 10.959 4.8628 6.396 7.0278 8.956 -0.1002 7.4497 4.7837 -4.8457 6.7754 -13.5608 -2.6452 0.04964643 0.04752142 0 5.210666e-19 0 0.03328935 0 0 0.006145456 0.01175604 0 0.01416769 0.0006861772 0 2.015852e-20 0.01346104 0.001102187 0.102178 2.449193e-19 0.07400679 0.01504492 0.01557676 0.0106542 0.0004762707 0.01721156 0 2.023694e-06 0 1.412219e-18 0.03671393 1.226062e-19 0.009979766 0 0.03661695 0.01206617 2.734402e-18 0.04686017 0.07067346 0.1175336 -0.3094 1.6442 2.1499 0.3434 0.8288 0.2296 0.637 3.9535 3.5482 0.5086 1.4273 1.8831 1.5063 -2.9389 -2.542 -1.5208 -0.2321 -0.2044 0.0860079 0.05424249 0.06935479 0.10937774 0.09854359 0.0976818 0.22475839 0.13124254 0.06791044 0.06784798 0.07213588 0.08958457 0.38730383 0.15627926 0.09291817 0.12947956 0.15235937 0.27367859 0.052 0.67379839 0.151 0.1258 0.18236506 0.0124 3.55807035 No 99 0 0 0 41 0 0 128 No 0.53 2.02 3.98 11CO047 Yes Yes 65 Male NA NA NA pT3 pN0 Stage II NA NA 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 384 0 384 0 0.2442366 0 0.14934097 0.38692484 0 0.07987597 0.01885844 0.36026069 0.09727045 0 0 0 0.04517756 0.43616741 0.10470046 0.30262407 0 0 0 0.63783282 0.02536145 0.05990671 3374.651 3275.912 6650.563 0.346309611 0.792768088 0.346929927 0.910137596 -1.094133457 0.345832301 0.601786198 -0.967400862 -0.002426454 1.331754391 0.692657848 -0.945594023 -1.041090032 0.256262757 13.1198 11.866 10.0897 17.4103 3.6579 8.5676 3.6203 11.3676 18.378 13.7298 4.3977 15.3918 7.3232 7.3774 12.3552 2.2988 12.7975 8.8255 9.6691 8.4007 0.7779 1.2284 6.7969 13.4659 11.1791 20.9175 19.0817 24.2396 10.6523 16.6536 1.7652 4.448 9.5484 21.4736 12.4006 7.2442 11.605 9.5432 10.6201 4.5964 6.9286 6.1116 6.9748 0.5097 8.0164 2.837 -3.7434 4.8145 -14.9624 -3.1527 0 0.01203835 3.474962e-19 7.78763e-19 5.821336e-19 0.01624006 2.043617e-18 0.002494504 0.005437083 0.006341873 1.866382e-19 0.0001359741 3.259334e-19 7.766194e-19 0 0.02333566 0 0.06833031 1.534362e-18 0.06892573 9.732301e-21 0.004165868 0.001713269 0.0003743717 0.006072399 0 0 0 0 0.0338817 0 0.01631719 0 0.04958037 0.04509514 1.822165e-18 0.01189987 0.04598945 0.05788932 -0.9739 2.1695 -0.5094 -1.7259 1.0444 1.8992 0.0484 0.9216 2.0146 0.348 1.5062 1.2464 0.4145 0.7617 -0.3753 0.3686 0.9089 -0.3328 0.23299891 0.06272508 0.05144263 0.12952928 0.04490787 0.03613994 0.1340701 0.28118658 0.13552329 0.07851963 0.16758317 0.11408004 0.3436 0.06986703 0.09129019 0.11021197 0.22495162 0.30800065 0.14446017 0.63350541 0.03985696 0.10868314 0.5329739 1.1304 5.20650755 No 64 53 0 0 39 0 0 0 No 0.32 2.49 2.38 11CO048 Yes Yes 64 Male NA NA NA pT3 pN0 Stage II NA NA 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 383 0 383 0 0.2463134214 0.0003127408 0.0355036236 0.6635005074 0 0.9899992112 0.0390886648 0.1396512475 0.1035430926 0 0 0 0.0549080289 0.2636837194 0.4673548187 0.772458099 0.1007926096 0 0 0.5735945246 0.1602902952 0 5079.42 5217.608 10297.028 0.81801328 0.68925441 1.35915992 -0.09277696 0.22309082 0.29337939 0.66519921 -0.1188955 0.05067796 2.0738233 0.72197609 1.46950945 -0.55798835 -0.19476917 15.1667 12.0888 8.2801 16.3179 4.3509 10.0905 7.1965 9.6711 15.1816 16.2848 5.2205 15.6184 9.0984 9.4515 12.78 5.7202 13.5719 12.1264 14.7678 10.4239 0.8067 2.74 10.7353 12.8878 10.8751 17.9698 13.4092 23.6573 7.5722 19.8315 5.2124 6.668 12.4054 19.2265 11.3829 7.4666 13.0055 10.4033 12.2208 4.92 8.9997 8.3953 10.6478 0.9904 7.0375 7.5304 -4.1616 8.5019 -12.7211 -1.8474 0.1202911 0.02114775 1.81786e-19 0.006632601 0 0.03084058 0.006251782 1.81409e-22 0.005616507 0.02517352 0 0.01099093 1.444406e-18 1.005704e-19 0.005505379 0.05027139 0.01825858 0.1793685 0.0491863 0.2045787 0.03949963 0.03315823 0.02311274 0.002666007 0 9.047946e-19 2.27631e-19 3.546682e-19 7.177026e-18 0.07365607 0 0.01252168 7.801166e-18 0.006509029 0.02001464 3.712104e-18 0.0617959 0.1280691 0.189865 -0.3627 1.7784 2.0837 2.875 3.5406 3.5576 0.7408 5.5404 5.2164 2.7874 -1.792 1.7453 0.4154 0.117 0.2088 -0.9731 -0.1107 4.191 0.0498158 0.17550419 0.03642495 0.14757479 0.11186787 0.28107469 0.21965436 0.10538133 0.17970174 0.03819576 0.11859623 0.03456415 0.5178567 0.0118466 0.24669334 0.15081803 0.20501265 0.24305565 0.06122011 0.43205731 0.21242472 0.24227557 0.190617 0.4719 4.48413352 No 103 0 0 0 0 0 0 100 No 0.31 3.16 2.68 11CO051 Yes Yes 61 Female NA NA NA pT3 pN0 Stage II NA NA 0 0 0 0 0 1 1 0 0 1 1 0 0 1 0 0 1 0 1 0 1 0 1 1 417 0 417 0 0.32898433 0 0.05291815 0.3425527 0 0.97400014 0.04902296 0.28583013 0 0 0 0.11135589 0 0.24739771 0.27243693 0.71790302 0.07159176 0 0 0.8954016 0.17970385 0.29413215 3442.671 4970.542 8413.213 1.07045831 1.67497726 1.28122379 1.15610153 1.33339552 1.26611528 1.60392892 1.3411937 0.13743238 0.38194109 1.4346039 0.25876161 0.77736809 0.07256113 16.2603 12.177 8.3762 17.1172 2.6416 8.6466 7.2658 11.1244 17.8284 15.2653 3.7641 14.9441 8.4717 10.1078 12.4794 1.5147 13.7358 13.2051 15.8819 7.0542 0.5341 -0.2783 9.6643 14.0551 10.6273 20.1108 17.0326 25.0396 10.0269 14.7437 6.4773 5.2637 12.1327 20.6664 13.013 7.7407 13.8203 10.2185 10.9379 4.6525 8.4888 7.2248 10.5406 0.4794 7.2293 7.0795 -3.4267 7.0835 -12.9796 -2.6436 0.05450228 0.04397228 0.002086508 0 0 0.005824494 0.01508039 0.0004246447 0.02305191 0.04104282 3.284327e-19 0.01297881 0.000689398 5.829521e-20 0.01011662 0.008563068 0.002511299 0.02192978 0.04513841 0.03281971 0.03003527 0.02635747 0.02012641 0.01088594 0.01757823 0.01723837 0.002224109 0.01535759 3.101279e-19 0.01215167 0.01636277 0.01221115 0 0.01985435 0.1342488 0.004732493 0.1021128 0.01755777 0.1196706 -0.0184 2.2793 3.2179 2.5367 3.5468 2.0494 0.9216 0.2991 2.5468 3.7515 -1.6002 3.895 5.4456 -1.3828 -0.8943 0.7999 0.227 3.0363 0.056348222 0.039985601 0.046234488 0.023557376 0.041316611 0.033190985 0.054849324 0.027375382 0.030516177 0.056624272 0.037655977 0.250304797 0.040451339 0.023515375 0.046815533 0.105440474 0.081402755 0.031957167 0.109773154 0.068051828 0.00694329 0.063233722 0.053032557 0.008236812 1.336813216 Yes 162 142 0 0 710 0 0 0 No 0.43 2.03 17.1 11CO052 Yes Yes 66 Female NA NA NA pT3 pN2 Stage III NA NA 0 0 0 0 0 1 0 0 1 1 0 0 0 0 1 1 0 0 0 0 0 0 0 0 223 1 NA 1 0.0644327 0 0.11693644 0.43282066 0 0.39231254 0.4699356 0.0625886 0.03523159 0.02589057 0.04927292 0 0 0.50265302 0.51512003 0.44438185 0.45298859 0 0 0.07282931 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1.0763 2.6293 2.3107 2.6027 1.0092 3.7859 4.7301 0.4879 -1.4898 -0.0041 0.961 -0.7774 -0.2997 1.2278 -0.5169 1.4764 0.056558368 0.023149985 0.049123911 0.043419204 0.01410056 0.05564262 0.187026819 0.078123298 0.019239612 0.049578842 0.034103574 0.171764224 0.097022997 0.033751558 0.09381189 0.077847714 0.120445842 0.046573222 0.062852751 0.311753489 0.057213518 0.133884301 0.18821648 0.007219326 2.012424102 No 82 44 0 0 46 0 0 0 No 0.29 2.08 2.7 11CO053 Yes Yes 63 Female NA NA NA pT3 pN0 Stage II NA NA 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 411 0 411 0 0.12608756 0 0.03304995 0.43104544 0 0.53227931 0.19753604 0.11106755 0.06134279 0 0.02744094 0.01618089 0.09654984 0 0.30999027 0.4101345 0.14953319 0 0 0.11602409 0.19062738 0 2604.891 3703.569 6308.461 -0.523049 -0.7218946 -0.3012527 0.2732907 0.1732304 -0.247094 4.061352e-05 -1.036251 -0.6164416 -0.3312088 -0.05261966 -0.7645164 0.5032902 0.03215988 10.5312 9.3532 7.978 16.4839 2.8328 8.6152 4.5854 11.8677 17.3754 12.8248 3.7651 14.5413 5.3127 7.6044 10.8932 0.3654 14.3694 12.0393 12.2599 6.0099 -0.2025 -0.4345 7.0174 14.5607 10.8976 19.2576 17.3096 24.4453 9.3546 11.2711 1.7666 4.5074 11.7601 20.8268 11.7522 7.0293 10.5302 9.7115 9.0758 3.9556 6.8805 5.8322 7.7802 2.2358 8.7941 4.5773 -2.754 4.9622 -12.9749 -2.642 0.03122351 0.006903277 0 3.731972e-20 2.899036e-19 0.004942978 0 0.008744989 0.01871603 0.02416233 7.0326e-20 0 0.008344376 9.74723e-19 0.006148848 0.001867494 0.00364488 0.09119324 0.04254994 0.1027723 0.02399747 0.01971181 0.009456349 0.0009823791 0.002577573 7.226189e-19 0 3.768577e-05 3.779571e-18 0.008851918 0.03005058 0.008736252 2.770243e-18 0.004985695 0.1569795 1.497721e-19 0.04028704 0.04738454 0.08767159 -2.9881 -4.0799 1.8728 -2.4455 -3.6153 -2.5561 -1.5758 0.3733 1.9453 -1.2155 -2.9234 -0.0807 -2.5003 -2.1431 -0.4778 0.9056 -1.2251 0.6687 0.074196627 0.025669657 0.036376995 0.02014495 0.066071728 0.258294055 0.528371726 0.499314633 0.010905366 0.041753351 0.021637815 0.034817191 0.253656246 0.038753312 0.362613398 0.186372916 0.165657317 0.365113678 0.059528194 0.524448148 0.106724014 0.388472921 0.055906543 0.006459418 4.1312602 No 102 0 0 0 0 0 0 216 No 0.55 3.13 4.86 11CO054 Yes Yes 65 Female NA NA NA pT3 pN0 Stage II NA NA 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 404 0 404 0 0.1431636731 0 0.0509253913 0.2518812912 0 0.4369099214 0.0494194008 0.0619432981 0 0 0 0.1649101264 0 0.3752051244 0.3211011465 0.1925883899 0 0 0 0.9998483009 0.0001771072 0.4101588283 2286.327 4996.887 7283.214 -0.06323633 -0.76257428 0.09313233 0.16627185 0.09736327 -0.54538572 1.8320517 -0.33924896 -0.20822094 -0.55507666 1.67458168 0.22839004 1.44883938 -0.09252724 13.5943 9.6497 7.4537 15.9177 3.1395 8.3709 7.5625 11.8963 15.7962 14.4275 2.761 13.7572 4.9726 7.1864 12.3178 -1.0297 14.1022 12.1663 14.6219 5.6481 -0.5284 -0.2155 10.0717 13.7115 11.0522 20.9901 17.5365 25.2049 8.3462 11.512 5.7406 7.2476 11.1406 20.7663 11.3712 8.3339 12.4111 10.0119 8.1375 4.3788 6.7903 7.045 8.2577 2.0689 8.9203 7.4711 -3.7497 5.49 -13.8995 -2.9618 0.02514085 0.04883888 0 0 3.824829e-19 0.00482352 0.02268778 0.005879557 0.05031759 0.04485716 0.01086579 0.001228301 0.002694417 8.775146e-19 0.003288312 0.004331512 2.794236e-18 0 0 0.01088495 0.0198888 0.01006863 0.01512137 0.004837737 0.01394017 0.0449028 5.623123e-19 0.0259681 2.832083e-18 0.03829337 0.04084061 0.02238883 1.677472e-18 0.02440132 0.05927173 0 0.1320281 0.002165756 0.1341939 -0.596 0.6952 -1.032 0.9098 1.9808 2.9227 -0.3718 2.0534 2.7389 0.9436 1.8311 -1.9577 -1.4141 0.5653 1.0233 -1.9344 -2.9285 2.7454 0.064392157 0.167618104 0.042364207 0.170531199 0.130726831 0.143117045 0.146829175 0.1491639 0.051469976 0.054613247 0.045318102 0.040484909 0.380841997 0.23839299 0.073730149 0.09216868 0.144022631 0.229105321 0.1125 0.66269413 0.039478947 0.1286 0.17448633 0.002474063 3.485124091 No 44 51 0 0 37 0 0 0 No 0.27 2.41 1.82 11CO057 Yes Yes 73 Male NA NA NA pT3 pN1 Stage III NA NA 0 0 0 0 0 1 0 0 1 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 399 0 399 0 0.12301643 0 0.118397 0.25922593 0 0.29073776 0.09326115 0.17232609 0 0.0730772 0 0 0 0.38646489 0.35030237 0.57557163 0.08257296 0 0 0.15974153 0.0255388 0.1676507 3261.784 3595.668 6857.452 0.41479373 -0.04518923 -0.61355131 0.48363647 -0.52889716 0.62152049 -0.37851126 -0.57648116 0.31848222 0.89166112 -0.37036619 -0.14866613 -0.98363936 2.12925092 10.4163 11.303 8.6994 16.8733 5.1412 9.437 3.3452 10.5766 15.1598 13.0993 3.6859 13.6525 7.3844 8.3205 12.6959 1.5292 13.3525 9.7773 10.7616 7.6747 -0.0654 1.8149 8.1465 13.6431 11.1075 20.1766 14.7172 24.3319 8.6 16.6302 1.4415 4.8845 9.4536 18.5419 11.003 7.0764 11.5686 8.8533 10.7461 5.2902 6.9344 6.4315 7.9663 0.7406 7.8046 3.0239 -3.7747 4.932 -13.0415 -3.2663 0.05831471 0.01630449 2.697685e-20 0 0 0.01857253 0 0.002228513 0.002590296 0.005326006 0 0.0002600754 0.006413796 0 0.009585553 0.002616758 2.271267e-19 0.02820448 0 0.0334283 0.02928267 0.01485802 0.01289295 0.003967328 0.002700348 0.001030386 0.003919906 0.0007089181 0 0.00149746 0.03008591 0.007412961 0 0.01817007 0.01478229 1.058756e-20 0.04231309 0.01806221 0.0603753 -1.4762 0.9285 1.7422 2.7955 1.7016 1.3323 2.1087 1.7839 3.0731 1.4621 0.9662 1.8434 1.619 2.4991 -0.0717 -0.7118 0.678 3.637 0.14456473 0.1570589 0.04556607 0.067078 0.25741868 0.32689918 0.04197767 0.39204182 0.04631253 0.07087097 0.04722499 0.14327203 0.58082501 0.05235253 0.09226767 0.17531853 0.10786614 0.45569935 0.22561819 0.75839053 0.13979653 0.18383905 0.64028666 0.73548681 5.88803257 No 65 31 0 18 44 0 0 0 No 0.57 2.36 2.1 11CO058 Yes Yes 56 Female NA NA NA pT3 pN0 Stage II NA NA 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 399 0 399 0 0.16261615 0 0.04323612 0.18318028 0 0.86973367 0 0.08557015 0.01435517 0 0 0.06268111 0.02354806 0.38697823 0.22544287 0.66697241 0.25122737 0 0.11436099 0.01024763 0.08221268 0.06664671 3708.241 3746.641 7454.882 0.6975437 0.2802353 0.7884325 0.172891 -0.8746582 0.3358348 -0.5680149 2.2983014 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0.12453151 0.1124 0.1003989 0.3028467 0.12764932 0.31648031 0.15423651 0.421702 0.38023836 0.0649 0.30034798 0.10320695 0.14361831 0.29350972 0.0076 4.20486696 No 80 34 0 0 0 0 0 0 No 0.34 2.65 1.66 11CO059 Yes No 83 Female NA NA NA pT3 pN0 Stage II NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 398 0 398 0 0.05013341 0.06439165 0.00510316 0.49484228 0 0.41871462 0.1432042 0.07825541 0 0.03825527 0 0.07264291 0 0.32227105 0.32330772 0.83341206 0.37354891 0 0.24741169 0.13323724 0 0.23832491 3798.131 5013.112 8811.243 1.438312 1.3606842 0.9588115 1.1286428 0.2754347 0.9833064 1.2704643 1.1571361 -0.9214849 0.2400721 1.2019442 0.4453438 1.0174563 -0.7533371 14.0417 11.2574 9.8632 15.6754 0.3545 8.4159 6.3149 12.0283 17.353 13.7745 2.4986 16.7563 7.0522 9.1673 12.7146 1.2939 14.9253 11.0704 13.994 6.1227 0.1838 -1.4943 10.4828 14.6336 12.0328 20.4758 16.576 23.7565 8.3524 13.3071 5.1837 6.2584 11.4676 21.7666 13.6431 8.2563 11.7141 9.8682 9.1406 4.0377 8.6272 6.9684 8.627 0.8402 7.5452 5.9559 -3.6311 6.7117 -14.1739 -2.4545 0.1173198 0.04979601 0.00345967 0 1.222159e-17 4.785017e-20 5.673703e-18 0.001115626 0.01068883 0.05549119 0 0.01239332 0.005162824 0.00412206 0.01757967 0.01044461 6.053727e-18 0.1344128 0.02573706 0.1303922 0.07847829 0.03016768 0.03053948 0.0007491007 0.02042549 0.02205858 6.086006e-20 0.005319777 2.095835e-18 0.006037254 0.01391127 0.01750569 2.477292e-18 1.244878e-17 0.1792655 0 0.1231135 0.1157659 0.2388794 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.07824234 0.04916737 0.08377456 0.05863303 0.05605205 0.07491196 0.10647755 0.05937026 0.05435807 0.08529481 0.06723631 0.07136887 0.04701202 0.05693217 0.06524897 0.16227583 0.11998562 0.04573081 0.14256997 0.12152113 0.04632289 0.10105416 0.08716025 0.01599887 1.85669986 Yes NA NA NA NA NA NA NA NA No 0.29 1.79 NA 11CO060 Yes Yes 71 Female NA NA NA pT3 pN0 Stage II NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 398 0 398 0 0.001666539 0.029964238 0.062416777 0.557441052 0 0.252275867 0 0.202502665 0.094331356 0 0 0.241059815 0 0.236809578 0.303462518 0.361253023 0.397927818 0 0.085792864 0 0 0.001523013 1909.786 3734.359 5644.144 -0.97146143 -1.39264355 -0.69613491 -0.56330823 0.5694812 -0.79658001 -0.64240274 -0.57912927 -1.19777769 -0.62558331 -0.78853014 -0.01396708 0.28366716 0.09013519 7.0431 6.9364 9.6391 15.2407 2.7741 7.807 3.9882 12.1197 16.6699 12.5085 3.4679 14.5824 5.3148 7.6733 12.2134 -1.3956 14.0649 11.3863 13.1129 4.6653 -0.8331 -0.9078 6.3108 13.2535 10.7528 21.2075 18.7208 26.3304 8.9024 8.7484 0.3584 4.6939 13.949 22.2886 11.5919 7.4132 10.1297 10.1588 8.04 3.867 6.9542 4.0238 7.1886 2.4782 9.2023 5.0123 -2.4453 2.8758 -14.3173 -2.7964 0.05632276 0.008489335 0 0 0 4.619036e-18 2.608177e-18 0.008764776 0.02898416 0.04958669 0.002427718 3.520076e-19 0.001107476 6.183478e-19 0.003785559 0.00848849 0 0.0006120331 0 0.04773717 0.02571883 0.01940637 0.01879958 0.001724736 0.004326313 1.581268e-17 0.001152648 0 8.611829e-18 0.0186707 0.03542301 0.009409338 0 0.01818725 0.09865862 7.771123e-18 0.04580175 0.005423007 0.05122476 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.135396111 0.057403871 0.04053308 0.0609697 0.367917703 0.168837942 0.157277124 0.819216603 0.162362257 0.238983278 0.377185436 0.111319958 0.4603542 0.183809502 0.131310902 0.22645346 0.198856328 0.403754907 0.224155788 0.674957893 0.166208287 0.142683005 0.383396875 0.002847605 5.896191814 No NA NA NA NA NA NA NA NA No 0.38 2.61 NA 11CO061 Yes Yes 47 Female NA NA NA pT3 pN0 Stage II NA NA 1 0 0 0 1 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 388 0 388 0 0.09083796 0.0894415 0 0.52464145 0 0.28785783 0.48949491 0.06767018 0 0 0 0.09605696 0 0.04938907 0.40299247 0.76762303 0.14175434 0 0 0.42743232 0.28842376 0.36043273 4129.646 5791.68 9921.326 0.004062108 0.049942486 -0.597635462 0.054949843 1.332842157 -0.3558218 1.876372209 0.654730908 0.305162824 -0.440885515 1.495294935 0.717015544 0.452697162 -0.866338411 13.806 10.2772 8.656 12.8764 0.2656 6.9246 7.6423 11.875 15.0655 13.0298 1.1776 14.4431 3.9231 8.3918 13.1863 -0.7103 14.2627 12.6113 16.5182 3.4414 -1.7993 -3.4051 10.9718 14.2267 11.0994 20.3713 16.893 24.4927 8.6427 13.7032 7.8799 6.5154 12.2739 22.4548 12.7924 7.9739 12.6954 11.1589 8.2219 3.9298 7.9802 7.2469 9.8099 3.558 8.8704 9.6449 -1.5122 7.972 -14.6348 -2.2284 0.1651551 0.0784054 0.02520214 0 3.404836e-19 4.695666e-18 0 0.003771892 0.05270558 0.1492117 0.01543408 0.02383044 1.835736e-18 0 0.04788574 0.01850618 0.005555138 0.1241222 0.1018834 0.1209414 0.06525946 0.03879086 0.02291523 0.001753719 0.0313146 0.04564979 0 0.03267014 0.02242061 0.006316373 0.08541366 0.03936812 5.307182e-19 1.907181e-18 0.2935923 0.02525033 0.2348704 0.07151128 0.3063817 -0.4672 1.5468 0.1973 2.2232 4.3217 0.7874 -0.7171 1.3222 3.5653 0.6279 2.3685 3.8486 4.4165 1.1952 2.809 0.3799 -1.7061 3.5772 0.07662724 0.03492194 0.04121039 0.01768392 0.04994271 0.03009637 0.16178519 0.15308772 0.03313871 0.06866261 0.03784876 0.1415264 0.13348855 0.03997233 0.07072796 0.10272921 0.16198099 0.01896732 0.13885414 0.09342145 0.0252814 0.13382089 0.06365486 0.05390868 1.88333975 Yes 84 0 0 0 407 0 222 0 No 0.27 2 12.88 11CO062 Yes Yes 74 Male NA NA NA pT3 pN0 Stage IV NA NA 0 0 0 0 0 1 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 379 0 379 0 0.161215149 0 0.118306629 0.550560323 0 0.606378987 0.036525614 0.009253956 0.034200565 0 0 0.043382025 0.119411223 0.026993904 0.097385197 1.121344968 0.022285737 0.031205366 0 0.46056435 0.125794003 0.05273124 3892.922 4097.194 7990.116 1.843844651 1.542824522 2.168737272 0.952598804 -0.671559242 0.995147572 0.001353824 1.896445017 0.337502447 1.049627773 0.16372621 -0.407001322 0.570546022 -0.385721315 10.882 11.0549 10.2076 16.8615 3.4023 9.6248 4.9406 10.5709 16.4425 14.8702 4.6245 15.6008 8.547 9.9222 12.3139 2.4005 13.9044 8.2482 9.6797 9.0315 0.9859 -0.0022 8.3768 13.6852 11.7174 22.0118 17.6672 24.7062 9.3011 15.6797 2.7675 7.0296 13.519 21.5921 14.3952 7.5836 12.5611 9.4346 10.7507 4.5765 8.4559 7.2576 8.9869 2.6528 8.6247 3.6865 -3.2668 6.9941 -14.0651 -2.389 0 0.00826326 0 0 5.151582e-18 7.06933e-18 0.02220706 0 9.784341e-19 0.005937017 1.127188e-18 0 0.0008339827 0 0.01436485 0.01273987 0.005312916 0.05858406 0.02390023 0.07919338 0.01710078 0.01613929 0.011285 0.002212175 0.004770535 0.005911534 3.692748e-20 0.004361312 0 0.0460138 0 0.01716806 0 2.421754e-18 0.1065074 0 0.03835122 0.03566197 0.07401318 -3.0434 -1.4543 0.7775 -0.7864 -0.9004 1.3403 -2.8511 1.1033 4.1828 -1.5914 -1.6753 -0.8967 -0.0956 -0.306 -1.0673 0.3692 -1.8919 1.4939 0.10217066 0.08979522 0.09410721 0.05947516 0.0896387 0.08975912 0.1116382 0.06937927 0.0831408 0.11345669 0.0976937 0.22377966 0.07185219 0.08312748 0.11620491 0.15952723 0.17592301 0.09679544 0.16386656 0.13776392 0.08713343 0.11829402 0.06169387 0.14134991 2.63756636 No 78 42 0 18 0 0 0 0 No 0.33 1.94 2 11CO070 Yes Yes 35 Male NA NA NA pT3 pN1 Stage III NA NA 1 1 0 1 0 1 0 0 1 1 0 0 1 1 1 0 1 1 0 0 0 1 1 1 372 0 372 0 0.09528233 0 0.02946658 0.69744849 0 0.35376484 0.2559231 0.2244314 0.03145097 0.05280317 0 0.05177074 0 0.30966365 0.32218448 0.58346983 0.40741519 0 0 0.2341005 0 0.07006684 4471.34 5117.748 9589.088 0.2778452 0.1264573 1.0220684 0.4282988 -0.628149 0.2030788 -0.6693941 -0.3485564 -0.2202922 1.1581218 -0.6474509 -0.4070318 -0.8596112 0.9281388 8.8437 9.6532 9.1254 17.1095 2.635 8.5052 4.8004 11.8046 18.368 14.4642 3.5326 15.2169 6.3691 9.5618 11.9034 0.6232 14.4588 9.1848 11.7882 6.5599 -0.1213 -0.537 8.7035 14.3309 11.6771 20.7107 17.7572 24.9528 8.9541 14.8428 1.563 5.2049 12.6658 20.9541 12.8005 8.338 12.6109 10.0725 10.5316 3.9605 7.4137 6.195 8.7313 1.2724 8.0718 6.6367 -2.4344 5.3296 -14.8002 -3.0863 0.1278608 0.09424101 0.01139909 5.075673e-19 3.494452e-19 0 0.007632797 0.006523842 0.06387596 0.1035847 0.01711238 0.01388345 0.009206456 2.119476e-19 0.0118354 0 3.479969e-19 0.1240359 0.003270648 0.03402003 0.07660352 0.03683512 0.04462626 0.009559594 0.0261563 0.008889129 0.001597014 0 0.0001808893 0.009293712 0.03948033 0.01695019 0 1.768974e-18 0.2739549 1.312609e-18 0.1767903 0.08317593 0.2599663 2.4034 1.7674 -0.7393 0.1725 2.3893 0.2379 -0.0597 2.9677 5.7874 1.9984 3.56 -0.0641 0.3559 -2.1372 0.7239 3.5991 3.5908 3.8844 0.12233701 0.05624965 0.08425558 0.04608361 0.06843252 0.04652507 0.08154248 0.05280542 0.05539324 0.0855675 0.06130038 0.06350124 0.04739775 0.05493794 0.0614296 0.12568623 0.12599541 0.06455005 0.19201516 0.09252937 0.04582043 0.10054615 0.05241436 0.0852977 1.87261385 No 752 774 2810 7203 3337 0 0 0 Yes 1 8.79 216.62 11CO072 Yes Yes 64 Female NA NA NA pT3 pN1 Stage III NA NA 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 1 0 0 0 0 0 0 0 0 133 0 133 0 0.11800208 0 0.02006343 0.56517117 0 0.27646861 0.06639363 0.24037037 0.1617003 0 0 0.17361417 0 0.39133361 0.30335718 0.6392107 0.07799473 0 0 0.08400441 0 0.07552831 3067.39 4145.577 7212.967 0.383245681 -0.52350428 0.242070029 -0.131289136 1.134933015 -0.010864963 0.260275889 -0.602196263 -0.853460088 0.185286518 0.156153025 -0.005838119 -0.133085889 0.307744409 10.2426 10.082 8.5258 15.2445 4.1123 8.3149 4.32 11.6113 16.2403 14.1448 4.1275 13.9281 6.6424 7.6998 11.6467 0.1069 13.7776 13.3248 13.5205 7.4737 0.3688 0.1758 7.7727 13.7596 11.4143 20.2531 15.3976 24.0441 8.5343 14.2441 2.2573 5.6908 10.6584 20.4291 12.144 7.3276 10.5507 9.457 9.4532 3.9836 6.0152 5.8995 8.0969 1.7871 8.0545 5.4405 -4.3904 4.1412 -13.8121 -2.9737 0.07092676 0.01441937 0 0.001101801 0 0.0263132 0.02695674 0.001700842 0.04693406 0.0478207 0.01656887 0.0009788208 7.630077e-05 1.899694e-19 0.002197766 0.002414313 0 0.088182 0 0.0268195 0.03834097 0.02298522 0.01887088 0.001059175 0.0005812383 8.543202e-05 0.001897918 7.781782e-20 0.006524064 0.0190754 0.01670518 0.00461753 0 0.02606662 0.04471958 0 0.07304056 0.04619893 0.1192395 0.3761 -0.9358 -3.0714 -4 -0.2948 -0.351 -1.6545 0.6344 -0.0317 -1.9856 3.0512 -0.3027 -1.3476 1.2048 0.2289 0.1168 -2.8183 -0.9016 0.1405767 0.06890425 0.06504617 0.19626526 0.11060351 0.05698275 0.11147633 0.35910293 0.03320489 0.41314348 0.06663146 0.07041242 0.39960612 0.49503414 0.21493757 0.10007762 0.22823102 0.47131418 0.06605432 0.70038222 0.1127592 0.55451066 0.06805358 0.01545923 5.11877004 No 65 110 0 0 0 0 0 0 No 0.6 1.93 2.36 11CO077 Yes Yes 67 Male NA NA NA pT3 pN0 Stage II NA NA 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 383 0 NA 1 0.06398155 0.07230223 0.22007678 0.28926711 0 0.92796844 0.01457185 0 0.0309538 0 0 0.12866336 0 0.40332342 0.13923566 0.50701082 0.1016224 0 0.31255127 0.21125312 0 0.13258893 4241.057 4107.651 8348.708 0.74698123 -0.55315465 0.57230373 0.11855536 0.40924142 -0.43574691 0.42848678 -0.08439911 -2.19438282 1.39146299 0.59113373 0.57098966 -1.373091 0.86424559 10.7719 10.8535 8.126 15.3877 3.0743 9.2759 4.0467 11.5392 15.2837 15.157 3.8184 14.9883 6.8667 7.7821 12.3732 2.5619 14.7034 11.2126 12.3798 8.7254 -0.0238 0.8283 9.0843 13.7198 10.5002 19.6267 15.3658 23.0897 7.9754 17.3423 2.1045 5.8361 11.1821 19.7322 12.0916 7.0345 11.1953 9.7455 11.0134 4.6911 7.1269 8.1692 8.3466 2.1083 8.4267 5.0248 -4.2142 7.0374 -13.9559 -2.4881 0.04265533 0.008577233 0 3.79668e-20 0 0.004427864 0.0004024256 0.002744655 0.02456078 0.03735856 1.359123e-19 3.855126e-21 0.004192811 0.008494841 0.0004227962 0.002096287 2.579124e-20 0.2239424 0.02294787 0.1750974 0.01514364 0.008033615 0.01516526 0.002120876 0 0.003327095 0 0.0007443047 0 4.274215e-19 0.01965592 0.01861073 1.25021e-18 3.757026e-19 0.05548082 3.067468e-18 0.03659782 0.1373652 0.173963 2.0525 2.9423 3.6772 3.4539 1.946 2.9576 2.2297 2.7975 4.086 1.4803 0.7151 -0.0791 1.6712 -0.5807 0.3967 2.0448 2.9058 2.0386 0.18793857 0.15212549 0.11560698 0.08390402 0.12798264 0.12537014 0.25355406 0.1643023 0.09432142 0.13024485 0.1046579 0.11455495 0.48018498 0.31042978 0.12757306 0.17784762 0.19848889 0.28214462 0.21828755 0.43176431 0.11809896 0.17690352 0.49565408 0.54537324 5.21731393 No 60 0 0 0 0 0 0 111 No 0.27 1.97 2.36 11CO079 Yes Yes 75 Female NA NA NA pT3 pN1 Stage III NA NA 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 377 0 377 0 0 0 0.129426323 0.085316298 0 0.458281722 0.032470192 0.100647201 0 0 0.002570729 0.007997286 0 0.30922086 0.074993089 0.403050637 0.042788154 0.013298621 0 0.445124197 0.040780611 0.257436079 1654.952 1893.119 3548.072 0.6965261 -0.08527634 1.33112654 0.23070398 -1.47825557 0.32561501 0.65582058 -0.70301533 -0.53751102 0.33073091 0.68960445 -0.93064762 0.41398449 -0.78452565 14.2979 10.2716 9.434 17.9383 4.4821 8.6667 3.0188 10.2377 17.1849 12.2966 4.3501 14.174 7.6122 8.7978 11.1008 2.8956 15.0969 7.7316 6.8755 7.3007 0.3652 0.5011 6.6554 13.3238 11.3333 20.3125 17.3567 25.2252 8.6509 13.217 0.3118 5.5256 11.4081 19.8361 12.4274 7.226 11.5008 10.6165 10.3992 4.0891 7.5872 7.1666 7.1468 2.1437 8.4203 0.526 -2.551 4.4969 -13.6237 -2.4002 0 4.34632e-19 1.119769e-20 1.306866e-18 0 0.002630119 0 0 0.0006982423 2.144212e-18 0 0 0.001207166 4.317528e-05 0 0.002313227 0.00105 0.08191389 0.002126213 0.05464415 0 3.832664e-19 0.0007123279 0.00342283 4.195836e-19 4.201044e-18 2.640445e-22 0.002312161 0 0.02831383 0 0 1.635864e-18 0.01476562 0.04234194 3.766976e-20 0.004988822 0.04309598 0.0480848 2.4011 5.4162 5.1893 4.3769 4.4159 1.7461 3.9139 1.548 0.4284 3.8381 2.972 4.2975 4.0791 -1.1075 0.8865 1.9054 5.567 2.8269 0.19286114 0.16915142 0.17119663 0.22519115 0.08626876 0.1477324 0.33158222 0.24740372 0.09731746 0.40950723 0.1201335 0.22843623 0.55476028 0.56616249 0.53859981 0.1701794 0.40173721 0.57219344 0.30795855 0.37861575 0.24939705 0.64631708 0.08609616 0.01843216 6.91723121 No 34 23 0 0 62 0 0 0 No 0.62 3.48 1.66 13CO001 Yes No 70 Male NA NA NA pT3 pN1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 14CO001 Yes No 49 Female NA NA NA pT3 pN1 Stage III NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 14CO002 Yes Yes 62 Male NA NA NA pT3 pN0 Stage II NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0 12 0 0.01659977 0 0.02838774 0.05601794 0 0.32116022 0 0.02082332 0 0 0 0.05384308 0 0.22950062 0.0235771 0.12319094 0.03799714 0 0 0.1905525 0.04366586 0.46247266 225.6552 2347.0717 2572.7269 -1.2863807 -0.295812 -0.8378178 -0.3197859 -0.9504432 -0.7197805 -1.0360232 -0.9914084 0.1250257 -1.4135172 -0.984991 -1.8354627 1.0938399 -0.469727 8.009 8.5461 8.919 15.0306 2.175 7.9653 1.14 13.557 18.4194 12.6358 2.6983 13.2449 4.6639 8.0666 11.8635 -2.7355 14.3745 9.8086 6.3783 2.5308 -1.4863 -2.0344 3.8796 13.9144 10.7931 21.5012 19.3947 26.9568 9.1617 5.4456 -3.0157 4.4405 12.8063 23.1894 12.557 7.6948 11.3848 10.3268 6.6175 2.3726 7.5258 2.1338 3.9046 2.6663 9.4313 -0.4461 -0.8348 1.2612 -13.7936 -2.9672 2.877613e-19 1.522816e-19 9.025661e-21 6.430463e-19 0 0 2.150902e-17 0.008719521 1.092588e-20 0.003354819 2.422627e-18 8.490749e-19 0.01160735 0 0 0.0051055 0 1.495378e-17 3.43694e-18 0.04830688 0 0 0.006397512 1.080401e-20 9.512361e-21 1.18397e-18 0 0.01572949 7.445858e-19 1.168846e-18 0 0.006665258 7.916743e-19 0 0.1685282 0 0.01048632 0.00255275 0.01303907 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.07324733 0.24988962 0.02181616 0.09003727 0.03173841 0.02760725 0.15290238 0.40719939 0.30483149 0.07301425 0.02708294 0.06155046 0.41527487 0.33114524 0.33178574 0.11374015 0.58379478 0.7262922 0.13708998 0.67742315 0.03955624 0.10769811 0.76737365 0.0942976 5.84638863 No NA NA NA NA NA NA NA NA No 0.23 4.89 NA 14CO003 Yes No 74 Female NA NA NA pT3 pN2 Stage III NA NA 1 1 0 1 1 0 1 1 0 0 1 0 0 1 1 0 1 1 1 1 0 0 0 0 504 0 504 0 0.084563814 0 0.042761538 0.125205482 0 0.502364729 0.077267788 0.255318506 0.171183166 0.008960626 0 0.004222174 0 0.261241321 0.196543308 0.672053676 0 0 0 0.287445095 0 0.071520064 1935.559 3887.922 5823.481 -1.45664628 0.88760099 -1.91140976 0.05317687 0.95363865 0.72947454 0.55278788 -0.88043175 0.50972022 -0.57725526 0.52104923 -0.2524928 0.64014635 -0.90863702 13.1801 8.9471 8.322 18.1605 4.0443 8.4249 4.9171 11.2 16.9273 14.7237 5.1889 13.5011 7.7151 7.1895 10.9158 0.0652 12.8019 13.3503 15.4323 8.0563 0.6493 0.9508 8.3965 13.9328 10.4769 19.0522 15.9987 24.8709 9.5241 11.0021 2.9318 5.0286 10.7517 20.5795 13.2446 7.1211 12.9882 8.9589 9.8877 3.7422 8.0998 5.5101 8.7645 0.641 7.1671 6.3548 -3.1416 3.3368 -13.2323 -2.2042 0.04975174 0.0249578 0 1.144978e-18 0 0.04597116 0.007828804 3.361811e-20 0 0.009900708 1.695505e-18 0.02024393 1.439984e-18 0 0.0008744641 0.004147797 1.032477e-18 0.0005365013 7.500706e-19 0 0.005149164 0.009820885 0.009003269 0.006305436 0.008365923 0 3.274378e-05 0 0 0.06770996 0.01741152 0.0111499 0 0.06466777 0.03831761 1.570917e-21 0.02485791 0.002342149 0.02720006 -2.1635 -0.7328 2.1296 -0.339 0.9506 1.0916 -2.0056 -4.4979 -5.1565 -2.2512 -2.5606 -0.8621 1.8423 2.79 1.9173 4.4591 2.862 -5.3786 0.02681669 0.02291227 0.02777806 0.03115327 0.02601398 0.02397057 0.36127425 0.03426872 0.3686 0.03323829 0.02240902 0.03171626 0.36427565 0.03160079 0.03094341 0.05759032 0.05725719 0.0275 0.08302817 0.03166692 0.03594193 0.0427 0.03508294 0.03490483 1.84264352 Yes 376 217 0 0 326 0 0 0 No 0.31 2.26 17.3 14CO005 Yes Yes 75 Female NA NA NA pT3 pN0 Stage II NA NA 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 466 0 466 0 0.11746598 0.296591 0 0.27745347 0 0.53160758 0.03862076 0.08199639 0.02716605 0 0 0.13528809 0 0.05505636 0.2784112 0.31714675 0.45713743 0 0.37188565 0 0 0.06676502 2675.109 4189.91 6865.019 -0.9034381 0.6335184 0.738661 0.6699567 -0.8182987 0.5385865 0.1035015 1.5317652 -1.3162738 0.5220629 0.3022 0.7819663 -0.8853408 1.2859981 10.9681 10.9127 9.5413 13.7525 3.3338 8.3032 4.5034 11.7068 15.6044 13.2272 3.5699 15.3793 6.7886 10.4704 11.3504 2.3535 14.076 8.9782 10.5456 6.0766 -0.1474 -1.3667 7.6638 13.9473 12.0033 21.1199 15.698 25.9776 9.2644 12.7398 1.4527 7.2273 13.9663 21.8938 13.3886 9.3626 13.6416 10.7845 8.2556 4.4106 7.6548 7.3962 7.508 2.4972 9.4797 4.4326 -3.4844 6.3494 -13.8632 -2.0311 0.1326021 0.0737262 0 1.898185e-18 0 1.223264e-19 2.387178e-18 2.96884e-19 5.83697e-22 0.03180812 3.952748e-18 0.005848627 0.003995054 0.0004131927 0.01395796 0.01384706 0 0.1085579 0.009346459 0.1331494 0.0322943 0.01723167 0.01763116 1.110535e-19 0.05936056 0.003540665 0.002362519 0.0007649675 3.166037e-19 0.06009672 0.01523303 0.01096294 2.166552e-18 0.004268014 0.0606143 1.870469e-19 0.08285607 0.06196436 0.1448204 4.1079 0.3951 -2.1964 -2.1867 -2.366 -2.2574 0.1636 3.2266 1.4428 1.783 2.56 -2.8259 -3.5505 -4.013 -0.4953 -4.8791 -2.8051 1.6875 0.09982431 0.01256767 0.04213414 0.03800437 0.08919622 0.03010973 0.17864258 0.23498585 0.0116 0.16501594 0.14032919 0.03071266 0.48226146 0.0179 0.11180979 0.05138448 0.22497634 0.4331 0.09843688 0.34680839 0.08539308 0.07523292 0.30771578 0.0191 3.32724179 No 53 49 0 0 29 0 0 0 No 0.29 2.2 1.78 15CO001 Yes Yes 57 Female NA NA NA pT3 pN1 Stage III NA NA 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 353 0 353 0 0.1928134 0 0.09817931 0.03071194 0 0.63714379 0 0.10083319 0.01422936 0 0.07339336 0 0 0.2936951 0.09169514 0.37588426 0.06488282 0 0.18713533 0.1166235 0 0.06844941 2442.82 2118.354 4561.174 1.32166577 -0.6277971 0.97275686 -0.9085429 -1.65807536 -0.73866104 -1.77661962 -1.64336735 -0.01853362 0.44213401 -1.68660808 -0.65061234 0.74766837 -1.42142567 4.9193 9.2867 7.9732 17.514 3.5704 7.9536 1.5672 9.8337 17.8177 11.4597 4.4728 13.3422 7.7043 9.1144 12.2787 3.321 14.5632 6.4266 5.5384 8.6825 -0.1234 1.1954 5.2596 13.3787 11.4271 18.0171 16.5692 22.8971 8.4057 13.3324 -2.1146 4.0768 10.5922 18.5691 11.3214 6.8596 9.5568 8.3096 11.1699 3.2679 8.2527 5.2705 5.8328 0.4946 7.6693 -1.1587 -2.0888 1.9091 -12.834 -0.9508 6.221292e-19 1.085269e-18 0 1.184888e-18 0 0.0003552513 0.009445954 0 9.419599e-19 0 0 0 0.00240923 0.003436755 7.752967e-21 0.02070088 0 0.0977573 0 0.135762 5.395903e-19 0.002408285 0.002706287 0.002394407 0 0 4.999518e-19 0 7.517012e-19 0.04971967 0 0.005752486 4.354434e-18 0.02691529 0.05184984 1.838702e-18 0.001596272 0.05922909 0.06082536 4.4056 2.9865 1.1406 4.0533 3.0186 1.3946 -0.4819 0.9943 -1.5743 3.3924 4.1068 2.4018 1.2017 -5.2842 0.3634 0.3513 -1.3476 2.4946 0.06847436 0.08035843 0.09456608 0.53063847 0.16109595 0.08277064 0.08828589 0.04529529 0.07626171 0.0590227 0.40512813 0.08842792 0.10452788 0.04123935 0.10367692 0.13969246 0.18443361 0.39337221 0.1059491 0.20648525 0.07442016 0.04261537 0.07556528 0.0228169 3.27512003 No 78 47 0 0 0 0 0 0 No 0.7 1.88 1.86 15CO002 Yes Yes 53 Female NA NA NA pT4 pN0 Stage II NA NA 0 0 0 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 321 0 321 0 0.2080445 0.08142418 0 0.27713684 0 0.87365045 0.07275152 0.32291462 0.22905561 0 0 0.01997449 0 0 0.17073626 0.79877103 0.48140868 0.02235754 0 0.26944335 0.21007323 0.06050961 3217.433 4513.351 7730.785 0.77180878 0.50793681 0.03288617 0.61087939 -0.42904467 0.16531315 0.29211376 -0.33958492 -0.47747291 0.81912212 0.38178451 0.64695754 -0.2914678 -0.38730491 12.5889 10.7163 9.8725 17.291 4.1471 8.6741 3.742 11.7312 18.3353 14.7473 4.5822 14.6615 7.0512 9.1847 11.7259 1.9127 13.5645 9.354 10.5513 8.0675 0.5143 0.5837 7.6008 14.2054 11.8015 20.7264 18.678 24.1915 9.0758 14.5806 2.9218 6.2549 12.0659 19.6619 12.1006 7.8931 11.7487 10.717 11.0619 3.7216 8.5534 6.6561 8.7918 1.6889 8.369 5.1458 -2.9279 6.521 -13.7762 -2.3055 0.1526536 0.05756383 1.962828e-22 0.001030635 1.425224e-19 0.01979521 0.01968022 4.025515e-19 0 0.004473433 4.093833e-18 0.007698206 0 0.001745108 0.06616635 0.008820101 0.003968166 0.04869372 0.02705734 0.1171447 0.03104549 0.0223415 0.00306564 0.002849558 0.02946101 8.598475e-19 0.0006343286 2.576893e-19 0 0.05814353 0.02975043 0.007230568 4.958857e-18 0.01661439 0.0646936 0.01289172 0.1077289 0.03090668 0.1386356 0.1099 -0.7077 3.8196 -1.1124 0.1406 -0.634 -3.052 -4.8013 -3.4605 -1.4719 -0.917 -0.0067 -0.6681 3.0158 2.9356 5.4636 3.0901 -3.4574 0.06421929 0.14752263 0.13512653 0.2887422 0.24640685 0.10592169 0.20353823 0.26671153 0.11608915 0.07906051 0.11693889 0.07320796 0.23217211 0.1341548 0.07981932 0.12641244 0.14061084 0.3067 0.08088434 0.3126838 0.40046908 0.1041 0.08379412 0.0209 3.86618634 No 60 39 0 15 0 0 0 0 No 0.34 3.4 1.74 16CO002 Yes Yes 67 Male NA NA NA pT3 pN1 Stage III NA NA 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 420 0 420 0 0.04176264 0.02822415 0.05375973 0.19933338 0 0.11329177 0.08644065 0.0504892 0.01719091 0 0.16714319 0 0.02532542 0.34172864 0.11934524 0.53462266 0.15160041 0 0 0.15363105 0 0.04485133 2146.884 2541.653 4688.537 -0.16885441 -0.91897578 0.21691551 -1.09251855 -1.71707936 -1.19014265 -1.91429997 1.12426455 -0.09236345 0.70846269 -1.74808302 -0.43600137 0.01552101 1.27177267 4.2637 6.8476 7.7551 14.1584 5.1267 9.2695 0.8456 11.5257 13.1169 13.0532 3.3958 14.8738 7.6085 9.563 11.0629 3.2764 14.2918 6.6907 5.1762 7.6558 -1.4719 1.3624 5.7224 13.4783 10.5953 17.8426 12.5256 24.9232 7.878 11.2777 -4.1743 5.5709 11.5933 20.5241 10.7853 7.4131 11.9599 9.749 9.5988 4.1144 7.3694 6.0161 5.2721 3.0767 9.4589 0.0161 -4.6463 5.0189 -11.4351 -2.6736 4.486023e-19 0 1.231409e-18 1.474571e-18 9.024473e-18 3.226522e-21 0 0.0007074945 0.01201328 0.0005620805 5.024236e-18 0.0002841398 0 0 1.459373e-19 8.286931e-21 0.0007847987 0.07242922 0 0.0751371 0.00680103 0.00806982 0.007723558 0.001587333 1.21197e-05 0 2.323234e-18 0 6.041145e-18 0.008512658 0.0492158 0.0007430732 0 0.01279154 0 0 0.0141243 0.0376417 0.051766 0.2024 -4.4792 -1.8342 -2.2037 -3.1647 -1.1259 -2.1253 -0.8613 -2.3622 -1.5899 -0.9892 -2.8483 -5.1806 -0.0363 1.1187 -5.0578 -4.3734 -0.9224 0.38065809 0.31347283 0.10123611 0.08354513 0.22050861 0.09988844 0.28448438 0.2091233 0.10464374 0.14953988 0.11279643 0.16341194 0.30472565 0.19888469 0.10340891 0.25742103 0.25443712 0.1225829 0.13148285 0.54962584 0.13699881 0.25385831 0.10047514 0.11336817 4.75057831 No 45 10 0 0 0 0 0 45 No 0.4 2.03 1.36 16CO003 Yes Yes 63 Female NA NA NA pT3 pN0 Stage II NA NA 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 376 0 376 0 0.04663863 0 0.03281605 0.51713548 0 0.36902175 0.11133715 0.10974669 0.03899439 0 0 0.10858211 0 0.21379827 0.37389862 0.78750375 0.05961438 0 0.15204435 0.05186191 0.06189691 0.12527479 4200.005 4880.533 9080.538 -0.0435433 -1.57698418 -0.80375103 -1.17941639 0.96665275 -1.44158459 -0.07754195 -0.84001821 -0.87503945 0.25417758 -0.05087071 0.18226289 0.39621101 1.13910328 9.1122 9.5721 7.4013 15.1394 2.0113 7.6539 4.7415 11.6516 14.3537 14.5192 2.5794 15.2685 5.3859 9.1984 12.594 2.8264 15.6216 11.8625 15.6568 6.8908 -1.0364 -0.8397 8.5058 12.9206 11.5787 18.7202 14.9139 25.2068 8.1827 14.7742 2.0664 5.1467 11.9456 21.776 12.759 7.689 10.996 8.9224 9.9442 3.8602 7.485 7.3824 8.6737 2.8111 8.9562 6.4267 -3.3935 6.5678 -14.0068 -2.7424 0.04915846 0 1.63632e-20 1.124955e-05 0 0 0 0.002609783 0.04087513 0.05811961 0.01009515 0 0 0 0.01884362 0.01394695 0.01586401 0.171563 0.09620926 0.1795152 0.04628989 0.02805582 0.0279481 0.001069687 0 0.01197772 0 0 0 4.279636e-21 0.01460184 0.00498614 0 3.368098e-18 0.1034937 0.00204412 0.0899467 0.09422863 0.1841753 -0.1808 1.5616 1.1208 0.4007 2.0763 -0.1156 -2.1339 3.999 5.9311 2.1621 1.0419 2.4685 0.4914 -3.464 -2.6691 -4.1576 -2.7472 3.9255 0.111059223 0.088570937 0.093273217 0.053727534 0.103925974 0.074342613 0.25418869 0.278614171 0.066845782 0.146574888 0.132042988 0.103777043 0.265745879 0.310572814 0.346887831 0.184008712 0.141639055 0.271916969 0.220353065 0.300820701 0.107854516 0.165005424 0.120986779 0.008205034 3.950939839 No 66 21 0 0 0 0 0 106 No 0.42 1.96 2.68 16CO006 Yes Yes 64 Male NA NA NA pT3 pN0 Stage IV NA NA 0 0 0 0 0 1 0 0 1 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 177 0 177 0 0.03367214 0.04248338 0.04640447 0.27531641 0 0.51160621 0.08460582 0.11108638 0.06201793 0 0 0.02896346 0.01655625 0.14326715 0.29437413 0.56247156 0.05690748 0 0 0.66739123 0 0.20121238 3078.947 4314.477 7393.424 -0.1186206 0.7430286 0.3952014 -0.448552 0.2727189 0.7072711 1.0258332 -1.059673 0.1389465 0.4956534 1.0130823 0.5483472 -0.6438191 0.8082695 14.0448 10.765 8.9714 15.85 3.8489 9.0249 6.0392 11.9717 17.619 14.774 3.5062 14.6293 6.5743 8.6881 11.6503 0.7023 13.7885 11.2201 13.243 6.6702 -0.0564 0.9731 9.5819 15.2795 11.064 21.2597 18.2612 25.7215 9.2342 14.3135 4.9256 6.3758 11.4502 20.939 12.1453 7.6472 13.0809 9.9905 9.7508 4.8207 6.8276 7.0744 8.5704 1.4108 9.1583 5.4305 -3.3622 6.7048 -14.8874 -2.4882 0.03737085 0.009720143 1.533004e-19 0 1.256369e-19 0.01335713 1.217356e-18 0.002855158 0.007642895 0.01959918 4.605776e-19 0 0.009233753 7.80933e-19 0.002376465 0.002883284 0 0.02965797 0.009920402 0.0531926 0.02610839 0.02584763 0.02165344 4.015036e-20 0.001711897 0.02089136 0 0.006735978 1.58667e-19 0.04186058 0.0232418 0.0110999 0 0.03093069 0.06047201 0.008714418 0.04898349 0.01732409 0.06630758 -1.2124 -1.4562 0.8544 0.4727 -0.3092 0.6428 1.9237 2.3265 4.4117 0.0629 4.9921 -0.089 -0.1873 -2.7721 -0.0321 0.622 -0.6675 2.0403 0.20440062 0.04758883 0.20080322 0.15167822 0.13247224 0.13949469 0.1493462 0.08236607 0.05593847 0.17380359 0.06136342 0.32510659 0.29847929 0.22595779 0.06230845 0.25764914 0.15753523 0.1862942 0.12169567 0.6862377 0.19818957 0.28365849 0.38014175 1.04175497 5.62426442 No 110 122 0 0 0 0 0 0 No 1 10.21 3.32 16CO011 Yes Yes 59 Male NA NA NA pT3 pN1 Stage III NA NA 0 0 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 420 0 420 0 0.1195196 0 0.02476285 0.5232437 0 0.34282849 0.15957212 0.1524914 0.05623141 0 0 0 0.09766317 0 0.33311856 0.54535942 0.10892524 0 0.05927815 0.21092106 0.05557216 0 3640.576 4388.93 8029.506 -1.4004878392 -1.5152773934 -0.6936044198 -1.2852397826 -0.3742209017 -1.4569710626 -0.7562214305 -0.8078039024 -0.3035559593 0.333780349 -0.7271173985 0.0595662432 -0.1973329458 -0.0003543415 9.5952 10.0584 7.509 15.7332 4.0568 8.5467 4.4452 9.5655 13.35 13.3756 3.986 15.8379 7.2071 10.1084 12.0596 3.8163 14.9853 11.2687 12.972 8.2849 -0.6269 0.8101 8.8144 12.8533 11.3801 18.7431 13.4122 23.3904 8.2221 13.5267 0.7529 6.5759 12.258 21.5866 11.5898 7.8388 11.6107 9.9048 10.8271 4.0112 8.2393 6.8779 8.2625 1.9581 8.6524 4.9463 -4.202 6.5963 -13.5739 -1.6607 0.121432 0.02049394 0 3.873971e-19 0 0.01829847 0.009429794 2.003655e-21 0.01847164 0.03085403 7.364056e-19 0.007282086 0 0.0007875035 0.01134062 0.01166266 0.01014795 0.1265917 0.06967643 0.1459805 0.02629786 0.02282744 0.01096443 0.006071735 0.004941667 5.511151e-20 3.659365e-21 0 0 0.04066437 0.02326597 0.01466176 1.17065e-18 0.004774014 0.01311266 0 0.06188249 0.07432197 0.1362045 -0.2741 -4.0217 -1.0541 -1.6487 -4.8079 -1.2018 -1.4668 -3.6674 -6.2249 -1.5092 -2.4188 0.024 -1.9507 0.2705 -0.0866 -0.0621 -1.5638 -0.5749 0.11501069 0.08175572 0.06521956 0.076448 0.05198332 0.14507098 0.38178294 0.19622119 0.06549201 0.08607822 0.04150821 0.07632116 1.09459141 0.46019862 0.36679592 0.10325354 0.26589517 0.48068144 0.10561321 0.4753209 0.10772676 0.46603485 0.20029532 1.3755717 6.88487084 No 59 8 0 0 0 0 0 145 No 0.67 2.03 3.28 16CO012 Yes No 74 Female NA NA NA pT2 pN0 Stage I NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 310 0 310 0 0.015856888 0.008038926 0.018075573 0.386955738 0 0.221503946 0.143285424 0.066024649 0 0 0 0.11534491 0 0 0.229633224 0.444690722 0.147251024 0.065433056 0 0.303027265 0.026469407 0.357530501 3436.254 4727.164 8163.418 -1.00077398 -0.13307056 0.31131491 -0.08129408 -0.0371948 -0.74447074 0.48500893 0.31671611 0.83209451 -0.92542332 0.17392333 0.02814097 0.84629431 -0.86082469 9.6823 9.7451 9.1771 12.9886 1.5162 7.0409 5.9309 12.1747 15.3758 13.4084 2.972 15.1276 4.9601 8.9423 11.995 -1.4402 13.8776 12.1061 14.7199 4.5987 -1.1911 -2.6814 9.1623 13.8012 10.3793 22.1255 17.2844 24.8914 9.1268 12.0722 3.8872 7.2702 13.4997 23.2035 12.8551 8.1019 11.9406 10.9761 7.9589 4.0451 8.0025 6.4487 7.9201 3.0932 10.5617 5.821 -2.4153 6.0039 -14.8547 -2.0163 0.05980287 0 0.0006416102 2.557191e-18 0 0 0 0 0 0.04974802 0 0 0.01151157 0 0.01797005 0.02237506 5.022178e-18 0.03720613 0.006997187 0.09613488 0.02428862 0.01251105 0.01188568 4.728072e-19 0.0004337817 0.04322447 1.04604e-18 0.02227228 0 0.05550805 0.02060402 0.007126538 1.208805e-18 6.027011e-19 0.2217316 0 0.07183694 0.0297906 0.1016275 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.13981042 0.12389185 0.11634323 0.1100951 0.11197024 0.10959203 0.20626635 0.21971401 0.20458709 0.12599356 0.09923535 0.18921405 0.09623033 0.12548321 0.14674017 0.2055889 0.2285465 0.08060626 0.18719797 0.10915164 0.08498952 0.18737273 0.24033141 0.01640162 3.46535355 No NA NA NA NA NA NA NA NA No 0.34 1.28 NA 20CO001 Yes Yes 53 Female NA NA NA pT3 pN1 Stage III NA NA 0 0 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 353 0 353 0 0.06776107 0.13386503 0 0.21327992 0 0.94449477 0.02624157 0 0.11213369 0 0 0 0 0.36960202 0.22144107 1.08662008 0.35352981 0 0.30860257 0.1740028 0.14587818 0.0706196 4836.883 4714.716 9551.599 1.2927533 0.577227 0.5722478 0.971117 0.2590982 0.4703465 0.1660646 0.5003262 0.1852822 1.842312 0.46057 1.2654555 -0.3792432 1.9368999 12.8345 11.7527 8.3736 15.4342 3.6553 9.2647 5.2667 9.1825 14.3233 14.078 4.7184 16.2176 9.0776 9.1802 12.5043 3.4688 14.3514 11.0919 12.6325 8.4836 0.5465 0.7907 9.3189 12.9374 10.9774 19.2086 13.1586 24.2584 6.4174 18.8047 4.0883 4.8342 12.2578 19.9081 11.2088 7.3581 11.4651 9.1532 11.9049 5.2643 9.1483 8.0933 10.3415 1.8474 7.9441 4.9497 -4.163 8.5069 -12.6127 -2.2931 0.09185061 0.05326575 0.005819988 0.0007487472 3.182563e-20 0.0007783022 0 0.0008032553 0 0.02442161 0 0.0260371 0 1.603682e-19 0.04571447 0.01878383 0.00550981 0.1320044 0.06524618 0.1260157 0.04943777 0.03080402 0.02056242 0.003082137 0.01441265 0.01807617 0.005187633 4.720099e-19 0 9.818462e-21 0.00585509 0.00371487 1.147683e-17 0 0.06302173 0.01102918 0.1167241 0.08204125 0.1987653 4.5272 2.1764 1.2394 2.7215 4.1695 3.0479 3.4897 -1.951 0.928 1.2573 2.8369 3.0575 1.5749 2.0583 2.2787 0.9628 3.3085 0.1707 0.123227295 0.071321855 0.068347735 0.034656201 0.146068348 0.01460774 0.076986494 0.141747209 0.094407513 0.175636692 0.029761597 0.082939938 0.19269122 0.049562796 0.134336271 0.115941834 0.075955558 0.141023796 0.075018984 0.084165875 0.064868569 0.257888834 0.206274026 0.005540534 2.462976914 No 69 100 0 0 0 0 0 0 No 0.31 1.79 2.4 20CO003 Yes Yes 60 Male NA NA NA pT4 pN1 Stage IV NA NA 0 1 0 0 1 0 1 0 0 1 1 0 1 1 1 0 0 0 1 0 0 0 0 0 318 1 NA 0 0.005803125 0.018060554 0 0.575263157 0 0.274670407 0.336891931 0.128712911 0.08974305 0.216356914 0 0.125294399 0 0.034638398 0.636417018 1.059658216 0.650331825 0 0 0.124907981 0.106790129 0.02408045 4609.149 6498.916 11108.065 -0.784650514 -1.05950862 -1.056931073 -0.583498487 2.148978352 -1.183301194 0.001868923 -0.418376693 -1.407561815 0.205246666 -0.353165098 3.463117357 0.457211703 -0.557892914 8.9722 8.3139 6.5288 14.3508 1.7326 7.5894 7.4733 10.9348 16.0443 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0.060451021 0.120068748 0.032066195 0.156450274 0.071394757 0.009462736 0.088572936 0.031254576 0.281727166 1.463692709 Yes 901 333 0 0 720 0 0 0 No 0.33 1.97 30.68 20CO004 Yes Yes 55 Male NA NA NA pT4 pN2 Stage III NA NA 0 0 0 0 0 1 0 0 1 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 347 0 347 0 0 0.0134872423 0.0005872768 0.049312125 0 0.261951584 0 0 0.035623992 0 0 0 0 0.248968022 0.077248234 0.205785137 0.2353796505 0 0 0.1368957226 0.1276174998 0.1281314017 454.3357 1192.0239 1646.3596 -0.03997263 -0.17483803 -1.21254356 0.0213578 -1.84193832 0.20166502 -1.81606943 0.06548505 0.62923344 -1.18995376 -1.9744989 -2.70108451 1.30490486 -0.43908728 5.0672 8.713 8.806 16.1713 3.0234 7.3888 -0.3046 11.5997 17.2487 10.3351 4.6596 15.1795 6.5686 8.2801 10.8717 -1.224 14.3879 5.6871 3.5213 5.7039 -0.7695 -0.6197 2.4755 13.4187 10.7156 20.5105 18.1772 25.9675 9.2906 6.5897 -3.9453 4.4381 11.8673 20.9658 13.3099 7.4532 10.7157 8.04 8.0219 2.4657 7.6418 2.1152 5.6475 1.3763 8.7157 -2.837 -1.8188 0.5347 -13.9619 -3.6044 1.133053e-19 2.359883e-20 6.211209e-19 0 0 0.0005298081 9.995505e-18 0.00147993 0 0 1.816598e-18 0.00416595 0.002907975 0 0 8.311686e-20 0.005272356 0.005783225 0 0.02854002 0.003152706 0.0008461061 0.0008088132 0.00591931 0 3.217204e-19 0 2.680749e-21 0 0.001962528 0 0.002027003 3.901014e-18 0.02899913 0.09412329 0 0.009562915 0.002891612 0.01245453 -3.2951 -2.1488 -0.0316 -2.2974 -3.5399 -2.8725 -1.6683 -0.4833 -1.3748 -2.3769 -4.2669 -1.055 -2.5575 -0.5818 0.9613 1.5539 1.2811 -3.132 0.033035625 0.019392853 0.075331124 0.231164166 0.019199938 0.017359275 0.045419839 0.722085996 0.045472267 0.025136131 0.034428037 0.024190019 0.076356441 0.009235136 0.697373973 0.092084991 0.422529484 0.683909049 0.118400323 0.451960057 0.325391925 0.078226831 0.020900674 0.034932055 4.303516209 No 115 39 0 0 0 0 0 103 No 0.74 2.01 3.5 20CO006 Yes Yes 58 Male NA NA NA pT3 pN1 Stage IV NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 309 0 309 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.2566 0.2612 -0.8445 0.3807 -1.0039 -1.5441 1.8804 0.0534 2.4083 -1.1826 1.6347 -0.5757 0.5468 2.8759 -0.7408 0.4129 1.0815 1.1732 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 20CO007 Yes Yes 54 Male NA NA NA pT3 pN0 Stage II NA NA 0 0 0 0 0 1 0 0 1 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 279 0 279 0 0.06042363 0.1111471 0 0.21093198 0 0.59314781 0.17487854 0.11229687 0.09880254 0 0 0.03544616 0 0.03637894 0.33572025 0.08986818 0.44981722 0 0.2360817 0 0.15079688 0.03634269 1453.933 3700.057 5153.991 -0.31212374 -0.63661507 0.53060511 -1.1886993 -0.21969874 -0.32598869 -0.8625963 -0.85640141 1.29561624 -0.85606228 -1.03829608 -0.26939345 0.70355361 0.06527585 7.7208 6.7534 9.2764 14.2779 3.0587 8.128 3.3077 10.535 16.0582 12.7681 3.0975 13.6012 4.7265 7.2849 11.3086 -2.1807 14.8399 10.7498 11.6718 3.3702 -2.0638 -1.0699 6.1015 14.2034 11.3332 21.3511 17.9466 24.8504 8.62 7.2519 -1.1744 5.6464 12.8624 22.1647 12.1076 7.6092 10.0182 7.9852 7.7595 2.9593 8.9195 3.4435 7.2767 2.7613 8.9238 3.7155 -2.5549 4.1595 -12.8621 -1.6254 0.06662685 0.04638686 0.006363079 2.834165e-19 4.519828e-19 0.009495387 0.004257923 2.278217e-20 0.01487833 0.02767511 0 0.0116652 0 0 0.004453297 7.313627e-19 0.00584525 0.0137856 0.07841464 0.04242438 0.01109098 0.008382385 0.004477517 0.002402686 0.01897208 2.280117e-18 0.002935816 0 9.046757e-18 0.07074408 0.01474433 0.01827405 0 4.590451e-18 0.1031204 0.007997969 0.05670494 0.007767807 0.06447274 0.1139 -3.8503 1.732 -0.3358 -1.3247 -2.5348 -2.0736 1.2671 -1.2523 -0.3115 -2.9378 -0.9416 -0.3178 -0.5762 0.4603 -1.5774 -2.4155 1.2138 0.10140227 0.01792257 0.01891585 0.01230203 0.17166343 0.17778969 0.1568222 0.01556924 0.01025759 0.20420691 0.13958487 0.03536058 0.13264732 0.2102 0.20052833 0.08711547 0.13047347 0.21992768 0.11586724 0.12668085 0.05103705 0.12737594 0.1240213 0.53379225 3.12146413 No 103 283 0 0 0 80 0 0 No 0.27 3.06 5.74 21CO006 Yes Yes 76 Male NA NA NA pT2 pN0 Stage I NA NA 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 368 0 368 0 0.197038249 0.075276229 0 0.453344389 0 0.742444226 0.142436013 0.007327522 0 0 0 0 0.001696991 0.186287958 0.397718096 0.671147602 0.143879516 0 0 0.346114528 0.404307575 0.135131598 3749.531 4800.692 8550.223 2.7424873 -0.05445592 0.85740861 -0.15309733 0.80340324 -0.01649012 0.87861502 0.160305 -0.37978663 0.225732 0.96152768 0.31533883 -0.75659759 0.57853333 12.3637 10.1033 9.3358 15.5606 1.954 8.7322 6.6388 11.7437 16.118 14.4932 2.9112 15.6064 7.6022 10.2266 13.611 2.0039 13.6254 11.8973 13.6883 6.4984 -0.7922 -1.3415 9.3811 13.7792 11.475 19.8286 16.7196 24.1802 9.4109 15.2118 4.3292 6.1396 11.9267 22.1013 11.2165 8.573 11.5863 10.6211 10.5423 3.9205 7.9666 7.445 9.5433 1.495 8.2551 5.6737 -3.1135 7.7891 -13.2633 -1.5171 0.09383095 0.0653651 0.001611433 0 6.53944e-19 0 0 0.002325891 0.01309156 0.03823463 0 0.004554406 0.002161778 9.619328e-19 0.02126022 0.01244481 0.0107447 0.1599897 0.07440357 0.1328709 0.0420583 0.02665705 0.01862412 0.001890101 0.03527477 0.01507722 0.007117771 0.01489796 0 0.04143829 0.01581188 0.02343706 0 0 0.09190052 0.001262276 0.1229234 0.09717856 0.220102 3.8696 2.0708 0.2107 1.1337 1.7551 0.6425 2.8792 1.2022 3.1114 3.1358 2.6682 4.1555 2.8593 -4.7122 -1.0655 -2.0436 -1.8705 3.0818 0.09503373 0.0586605 0.12828927 0.19566031 0.09924605 0.09022615 0.16816477 0.37846858 0.04522093 0.08118529 0.24485419 0.14377723 0.50739098 0.21838967 0.08931408 0.12069415 0.17330444 0.25412891 0.13312861 0.32874292 0.11648298 0.13832319 0.4260911 0.6465602 4.88133825 No 73 29 0 0 0 0 0 0 No 0.23 2.06 1.54 21CO007 Yes Yes 50 Male NA NA NA pT4 pN2 Stage IV NA NA 0 0 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 279 0 279 0 0 0.04361776 0.09012469 0.20310174 0 0.44811682 0.13107651 0 0.12527003 0 0.08815269 0 0.03257153 0.05858058 0.10899401 0.65041981 0.08810454 0 0 0.10455607 0.10096082 0 2284.098 2942.68 5226.778 -0.53401906 -0.44600349 -0.04880666 -1.43671687 -0.40996039 0.09407802 -1.1620488 -0.20311335 0.63043877 -0.60703016 -1.04960981 -0.07677786 0.05332086 1.34691696 6.3881 7.4959 7.9449 14.9042 3.7232 8.3112 2.661 11.7059 16.0416 12.5111 4.3337 13.8567 7.1055 8.8143 11.7875 -0.6282 14.1108 9.8359 8.7885 5.3717 -1.234 0.852 5.7948 15.0622 10.2295 20.2378 17.3404 25.061 9.2877 10.8392 -1.3569 5.1676 12.028 20.1413 11.7342 7.5466 11.784 8.6775 9.0912 3.1488 7.4641 5.3031 6.2971 1.8866 8.0573 1.0349 -2.9331 4.5631 -13.4516 -1.4221 2.337763e-18 1.735434e-19 1.02006e-18 0 0 0 1.706008e-19 0 1.290377e-18 0 0 0 0.01200797 9.020227e-19 0 0.007998455 0.001209553 0.03539908 0.007780862 0.09782555 0.01181574 0.009754718 0.01762982 2.150277e-05 0 0 1.106729e-19 0.002605769 0 0 0.01362741 0.006099366 5.610738e-19 0.00898712 0.03464014 3.098674e-18 0.01043504 0.02239488 0.03282992 1.013 -0.0038 0.3016 3.5082 -0.5139 2.5398 2.2721 -0.8794 -1.5451 0.9187 -1.541 1.6236 2.2654 -1.659 1.3868 -1.263 -1.5188 -1.5403 0.1894382 0.1851886 0.1478424 0.1330471 0.1547552 0.156118 0.4248043 0.6339521 0.1224106 0.1507534 0.193908 0.1641507 0.5236948 0.14679 0.2900191 0.2512385 0.185229 0.6024517 0.183073 0.425393 0.1942548 0.1686256 0.5191526 0.2309004 6.3771911 No 76 25 0 0 0 0 0 83 No 0.55 2.64 3.04 22CO004 Yes Yes 51 Male NA NA NA pT3 pN0 Stage II NA NA 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 346 0 346 0 0 0.099147543 0.080269045 0.201737859 0 0.633964719 0.008246175 0.042968822 0.109880034 0.041467011 0 0.145772835 0 0.012247483 0.132087662 0.425575526 0.269765263 0 0.247730783 0 0.059379702 0.021272726 1098.264 3683.875 4782.14 0.2291505 -1.7388764 0.1356496 -1.0409442 0.3518184 -1.1520425 -0.6901757 -0.4551482 0.696068 -1.3676936 -0.7135049 -0.1222208 0.4904925 -0.4425738 6.9006 7.7639 8.6224 14.2949 2.2772 7.5209 4.4284 10.2516 15.7104 12.8193 2.7457 14.0009 5.8613 8.1738 12.2531 -2.1582 14.4523 12.0632 12.2695 4.0524 -1.5221 -1.7878 6.9091 13.9612 11.7395 19.5545 17.2883 25.5934 7.4284 5.3064 -0.434 6.4704 13.1635 22.7195 12.6693 7.866 11.4031 9.5844 7.5631 2.2079 8.5006 4.5385 6.7587 3.1707 8.8643 3.982 -2.4299 4.6275 -14.1273 -1.3513 0.0328031 0.04287893 0.01116174 0 0 0.005396326 0 0.003845321 0.01045182 0.02651244 3.92322e-18 0.01360092 0.003566935 2.085425e-05 0.006415899 0.003019694 0.001224251 0.004059061 0.01350317 0.06149717 0.01230094 0.005737662 0.01351064 0.002239366 0.01723784 2.170229e-20 0 0.001114693 0 0.04084009 0.04535693 0.03461269 0 0 0.1431243 0 0.05108393 0.003539377 0.05462331 2.7222 2.7324 2.915 3.9183 3.3426 2.0942 1.3296 -0.323 -3.4835 2.4866 -1.1469 0.9561 1.6605 -1.5605 0.6903 -1.8078 1.1573 1.0389 0.08227492 0.05689979 0.08883288 0.04879934 0.15425119 0.11655088 0.31125028 0.36512981 0.04041262 0.09138645 0.07294169 0.07921969 0.3555676 0.42476007 0.40691156 0.12665001 0.2545443 0.43675587 0.22046393 0.62772684 0.26604491 0.13424453 0.6293597 1.07611212 6.46709096 No 57 13 0 0 0 0 0 48 No 0.23 5.13 1.54 22CO006 Yes Yes 57 Female NA NA NA pT3 pN2 Stage III NA NA 0 0 0 0 1 0 0 0 0 0 1 1 0 0 0 0 0 1 1 1 0 0 1 0 334 0 NA 1 0.07612386 0.12964355 0.01472386 0.50713994 0 1.13938928 0.59272022 0 0 0.01167914 0 0.28658331 0 0.04927972 0.77598871 0.87878164 0.18466178 0 0.52694426 0 0.34545992 0.15740833 5331.794 6626.011 11957.805 0.725851 0.5306637 0.2243695 0.3829817 2.9267977 0.7585358 0.7167112 2.2535783 -1.3862658 0.9609156 0.6943109 2.9712229 -0.1461238 1.2531527 12.6652 11.057 7.7629 14.8262 1.0852 8.802 7.6049 10.0275 15.2401 13.8805 3.532 15.4461 7.4408 8.3478 12.4675 2.2772 15.322 15.8209 20.0593 7.4447 0.2321 -0.5246 13.0536 13.6686 11.3916 19.9072 14.5949 22.2855 6.3783 17.8527 7.8485 8.0126 13.27 20.8624 11.2515 8.0648 12.5839 9.8015 11.1009 4.3426 8.8482 8.8519 10.7389 3.1467 8.8715 10.8766 -2.4512 10.002 -12.9027 -1.0026 0.156662 0.05555144 0.01795849 0.01007331 0 1.579953e-18 0.005835881 0 0.06398936 0.1749433 0.008584663 0.006142093 9.878795e-20 2.002305e-18 0.0457888 0.05186613 0.01668273 0.07981654 0.1142057 0.2831777 0.08625059 0.05834483 0.03580497 0.001457716 0.0153518 0.01545873 0.0004161845 0.009209977 9.30616e-18 0 0.08970084 0.01497531 6.249945e-18 2.358321e-17 0.1999553 0.01434916 0.1962596 0.0706278 0.2668874 1.5045 4.3346 2.8282 3.8905 3.943 4.5628 4.2008 1.2505 4.6672 0.316 4.1064 2.4913 2.9888 -0.9908 -0.698 1.1186 3.9136 2.5098 0.031419776 0.01258619 0.02030572 0.015064088 0.029125426 0.01929171 0.049090379 0.018458969 0.005696186 0.040944468 0.01752483 0.029886488 0.086350184 0.009755147 0.058415005 0.087489245 0.063738572 0.017052216 0.096931941 0.045379439 0.042705777 0.049937911 0.026246753 0.012576381 0.885972801 Yes 559 162 0 0 520 0 0 0 No 0.24 1.98 19.7 24CO005 Yes No 41 Female NA NA NA pT2 pN1 Stage III NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA 0 0.0503075 0.07335219 0.05100451 0.34807298 0 0.54939504 0.14409557 0.21682633 0 0.04303275 0 0.2265635 0 0.09066189 0.5084705 0.58601754 0.19309933 0 0.08518686 0.01593302 0 0.06699007 5346.243 5774.344 11120.587 -1.19632513 -1.11438674 -1.54045016 -0.36382995 0.68087507 -1.73971399 0.05040597 -1.87494641 -1.26518181 0.63985385 0.12471072 2.96734631 -2.65323145 0.65307991 9.8781 9.4113 8.3879 12.2664 1.6427 8.0152 6.2068 13.1983 14.7965 13.4459 3.9287 17.0888 4.34 7.1721 12.2388 1.1028 13.6527 13.377 16.909 6.4089 -0.5174 0.1854 10.7431 14.8358 11.3569 21.7342 17.5973 25.8707 7.9828 16.4229 3.6028 7.5831 12.6413 22.5963 11.529 8.7529 11.3563 10.1841 10.464 4.4174 6.5719 8.7286 9.7701 2.7692 8.4956 9.0229 -3.5484 7.938 -15.432 -2.4879 0.2554527 0.07006421 0.003778909 0 1.021265e-18 9.130664e-18 1.502915e-20 0.008593121 0.07633771 0.1662163 0.001053642 0.0006575256 0.0004962314 0.001657434 0.042567 0.02364986 2.363349e-18 0.2204045 0.0392582 0.3095879 0.05526513 0.04801932 0.01880195 0 0.04214605 0 0.004528376 0 0 0.006249763 0.06729572 0.06114893 0 7.186199e-18 0.2524063 0 0.1628227 0.1401845 0.3030072 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.082866072 0.180926942 0.055598097 0.223323029 0.048636766 0.055431937 0.260792569 0.220912134 0.105011966 0.113615817 0.062745631 0.086978895 0.334808439 0.281522478 0.064631071 0.26415406 0.200570911 0.246405064 0.423497589 0.641807774 0.124182285 0.358655592 0.242020618 0.007057224 4.686152962 No NA NA NA NA NA NA NA NA No 0.39 3.04 NA 27CO004 Yes Yes 50 Female NA NA NA pT3 pN2 Stage III NA NA 0 0 0 0 0 1 0 0 1 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 435 0 435 0 0.11618365 0.059798 0 0.20748808 0 0.69168105 0 0.16049529 0.08295004 0 0 0.14891604 0 0.39497656 0.37617809 0.57899927 0.17284019 0 0 0.26417194 0 0.02830796 3500.01 3974.811 7474.821 0.56027267 0.80109773 0.05880683 1.05728113 -0.50119294 0.30884707 0.53729479 -0.06174677 -0.50201268 1.02590303 0.66823257 0.34048435 -0.33292651 0.78953776 14.149 11.941 9.4553 16.0496 3.2473 9.8389 4.7095 10.9839 15.0795 14.5761 4.2623 14.2163 7.4141 9.3194 12.5201 1.4939 13.8941 10.4597 11.7327 7.7227 0.46 0.1044 8.0548 14.2639 11.4649 19.4703 16.0555 24.0897 7.905 15.8873 3.0832 5.4928 12.9785 21.6455 12.7422 7.3423 12.3729 10.067 11.3203 4.8155 7.7054 6.7849 8.705 1.5481 8.1444 4.5905 -3.6049 7.4418 -14.1492 -2.4704 0.1431162 0.04785859 0.003213517 0 2.170043e-20 0.02842537 0.009455031 0.00247056 0.01826181 0.03411953 0 0.008022418 0.0004167379 0.0007343296 0.01363182 0.00639593 4.088657e-20 0.05719545 0.007584324 0.06139902 0.02986052 0.0227056 0.0119116 0.001380763 0.01802197 0.001753537 0.002688461 3.196571e-20 8.402268e-19 0.0241657 0.005716404 0.009247166 8.19866e-19 0.005825784 0.04295538 0.001322632 0.0751647 0.03491511 0.1100798 3.612 4.2964 -0.0861 3.6177 2.2432 0.6203 4.1784 4.9274 1.6109 2.8798 0.9588 -1.7863 -0.073 -3.1856 -0.9414 -2.7343 0.3817 2.9511 0.22240893 0.05540639 0.05881356 0.28172347 0.04413 0.0471617 0.06485582 0.36631028 0.0309 0.12886948 0.04193855 0.04122288 0.04714001 0.04329065 0.05487855 0.02745571 0.21495383 0.2812019 0.04743307 0.367835 0.0525911 0.42077397 0.03327365 0.01051184 2.98508036 No 89 62 0 0 0 0 0 0 No 0.48 1.87 2.1