[1c4290]: / treatment_response_development.csv

Download this file

# index ID Age Sex Tumor_type Differentiation_grade T_stage N_stage M_stage Survival_time_days Overall_stage Smoking Weight_loss_percent Tumor_location Complete_response_probability
1 0 1202 acdb4a0d-b69e-4cbb-a0d3-653e98a34605 75.0 M adenocarcinoma G2 T3 N1 M0 584.1473145145749 III None 2.459183160437858 Distal 0.18145631834556805
2 1 485 137905fa-edeb-4bc5-9d23-13944afa098c 72.0 M squamous cell carcinoma G3 T3 N1 M0 958.4341397703189 Rarely 5.680662908176739 Distal 0.40375933908085254
3 2 698 8c978f41-bff2-4be0-bac5-99aa3c269b5e 69.0 F adenocarcinoma Gx T3 N3 M0 83.84549334995543 III Yes 4.546694959617097 Middle 0.24979994938556704
4 3 946 7de6fe41-c467-4584-a4fa-cfa9dca6f809 59.0 M adenocarcinoma Gx T3 N1 M0 989.4593770171332 III None 2.6525775137540335 Distal 0.19688203470984222
5 4 928 2e00d074-73d5-4876-b0c3-15cc4dd0f2a5 70.0 M squamous cell carcinoma G3 T3 N1 M0 632.6264296061423 III Yes 0.6119692692261699 Distal 0.3872800568298156
6 5 1158 e15d470f-8659-4763-9dd2-0b143a383d49 50.0 M squamous cell carcinoma Gx T3 N1 M0 1906.5694531874158 III None 0.5971129501659573 Distal 0.3165049051205153
7 6 492 cda89488-62f5-4798-8555-ce5463c5dd04 78.0 M squamous cell carcinoma G3 T3 N2 M0 214.85099517373666 III None 2.4960698863761235 Distal 0.3861135025428755
8 7 216 53e17788-83ef-4a73-94ee-a37cbe3426f7 54.0 M adenocarcinoma G2 T2 N1 M0 969.900396812905 II Yes 1.763006771702902 Junction 0.2905319022219863
9 8 1069 f2ee1be4-94e2-4382-980b-4e95cc8f9858 63.0 M adenocarcinoma Gx T3 N0 M0 798.9092893881351 II Rarely 2.3685412172974925 Distal 0.18876207877187562
10 9 805 634932a9-03aa-44e0-9d3d-35866f27b72e 65.0 M G2 T3 N2 M0 2372.0165623313374 III None 3.913704718762562 Distal 0.1926979399106731
11 10 674 f9b8274f-13d6-49a9-841a-694803d92717 56.0 M squamous cell carcinoma G3 T2 N1 M0 137.30054975782278 II None 3.8764027861342445 Distal 0.5487556096662717
12 11 1037 38a38661-a67f-449b-9f0d-223d5369f76d 66.0 F adenocarcinoma G3 T3 N1 M0 369.4093560962162 III Yes 2.6050452748726634 Distal 0.3050118334519644
13 12 1217 d913dc2b-81f6-4e37-bf3e-b470a119b5e0 63.0 F adenocarcinoma G3 T2 N1 M0 302.7315411323774 II None 6.064396258151351 Distal 0.45255822822078057
14 13 1025 fd7c919a-28a3-40cd-8e15-fb529685ff65 79.0 M adenocarcinoma G2 T3 N3 M0 1108.28494833225 III Rarely 2.6549059677770668 Distal 0.21002416275588778
15 14 26 15625030-0ada-424c-8d4f-e450c6017680 49.0 M squamous cell carcinoma G3 T3 N0 M0 2107.3018414135895 II None 1.3870719197261985 Distal 0.39775307948162536
16 15 862 c6104393-a8bb-4b27-9ced-3976cb686bed 63.0 M adenocarcinoma G3 T3 N0 M0 200.86958471277046 II Yes 3.72195317944049 Middle 0.2554480835085569
17 16 207 c3ec239d-9ba8-41b3-93e1-08b1c2dc1a7e 56.0 M adenocarcinoma G2 Tx N0 M0 36.78803212218999 Yes 3.072824296622595 Distal 0.188961777526473
18 17 394 587d09b7-97b4-4d77-a584-e330c20b6b62 58.0 F squamous cell carcinoma G2 T2 N1 M0 147.77448180866804 II None 1.3321045559856697 Distal 0.5602639611145894
19 18 1070 488ccf17-fd60-4962-9bd1-16693ae86cbe 63.0 M adenocarcinoma G3 T3 N1 M0 655.9187595361517 III Rarely 4.107880099469405 Distal 0.2404010243903095
20 19 153 68435cee-0ea0-4eea-865d-7a4efd37d79f 60.0 M adenocarcinoma G3 T3 N1 M0 428.48342622369887 III Rarely 1.7076940181774838 Distal 0.24194029874620052
21 20 97 aaf558f7-83c3-45ef-9203-ebd1f66c8ef6 59.0 F adenocarcinoma G2 T3 N1 M0 123.00229901241538 III None 7.134002103576767 Distal 0.2208309618386012
22 21 239 027b8360-2e6d-4d29-8b13-95a40c49f66b 73.0 M adenocarcinoma G3 T3 N3 M0 1011.7718514257457 III Yes 2.802787148208189 Distal 0.23504584754590224
23 22 1029 bd88368a-fac9-460c-94b7-7fcd30afa1fc 71.0 M squamous cell carcinoma Gx T3 N1 M0 174.49915524247024 III None 5.427962981828764 Junction 0.333416542550991
24 23 885 43216906-a758-43a9-b480-c3b150ff3cf4 50.0 M adenocarcinoma G1 T2 N0 M0 2029.569697736526 I None 0.07486137202673691 Distal 0.2916718815089877
25 24 6 efa9ffc7-c66b-4017-9abd-2472321abc21 64.0 M adenocarcinoma Gx T3 N2 M0 2084.145953469028 III None 2.946850149487955 Distal 0.20557559701634254
26 25 906 4a7802ed-809b-4ce9-8eac-3d0b63038d05 55.0 Gx T3 N0 M0 118.62010541165705 None 2.0565026451758963 Distal 0.31331882504330216
27 26 910 f1be1a27-be7a-42cc-872f-a784d27fb444 50.0 M adenocarcinoma Gx T3 N2 M0 57.21804523130556 III None 1.9106243338170605 Junction 0.19450591604399417
28 27 795 4161cc12-9ce3-4864-89ce-0642f09f8c4f 58.0 F G2 T3 N1 M0 1026.2601764888527 None 3.2166061608387677 Distal 0.21953169137646183
29 28 737 8d1051f7-d4f6-4472-9238-633e6cf864b5 59.0 M adenocarcinoma G2 T2 N0 M0 69.04133400180714 I Rarely 2.761563946216998 Junction 0.3115740089863588
30 29 1179 4f927526-8ebe-43fe-b842-97b2b78d3e4d 44.0 M adenocarcinoma G1 T3 N1 M1 355.0966422498977 None 2.9969815960441553 Distal 0.19518635262260647
31 30 550 bf285759-1b91-4da6-86e6-6bf2466c5016 61.0 M adenocarcinoma G2 T3 N0 M0 897.6990436841214 II None 5.223936174768122 Distal 0.20816005943820967
32 31 899 33d32cbc-fd52-4a41-b833-174435032015 54.0 M adenocarcinoma G2 T3 N2 M0 55.55172128417542 III Yes 1.2063681918139306 Distal 0.20674216174986548
33 32 336 513853c7-7071-4a71-ad1f-e63561712c1e 59.0 M adenocarcinoma G2 T1 N2 M0 982.5025863022934 III Rarely 3.9616860621355015 Middle 0.28924607260454965
34 33 839 0574d085-5fea-480c-a200-9255fbf7413c 50.0 M squamous cell carcinoma G3 T3 N0 M0 331.11381833519744 II Yes 2.246160873142651 Distal 0.39858941305404905
35 34 822 8188154e-53d8-46aa-8937-b9d8507571b0 60.0 M adenocarcinoma G3 T3 N0 M0 431.72012003029755 II None 1.5804652356911535 Distal 0.23218598905481397
36 35 402 b2f094b5-7626-459f-aa09-cc71bf64bb2a 52.0 F adenocarcinoma G2 T2 N0 M0 1216.0246538707268 I Yes 3.01635325675689 Distal 0.3504843220699895
37 36 1164 38c43943-77c4-4e57-8cc3-b03f09bf4b34 46.0 M adenocarcinoma G2 T2 N1 M0 477.64320934576415 II None 1.413306523066565 Distal 0.30962009159137477
38 37 30 f0c2ccdb-8324-4aa7-b049-925be93dbf36 60.0 M adenocarcinoma G3 T3 N0 M0 359.94059654378566 II None 4.284155552764286 Distal 0.258802231832127
39 38 1123 52cd6f02-a638-404b-9c7f-19520c5f5dee 68.0 squamous cell carcinoma G3 T4 N2 M0 2579.1394028233626 III None 4.980797026900248 Distal 0.38472780928221606
40 39 1225 169d2230-d7de-486a-9301-67a7c2fecb22 65.0 M adenocarcinoma G3 T3 N1 M0 665.8575034087548 III None 2.2084391791984355 Distal 0.24823750120730914
41 40 558 1e0ec015-1774-4395-8f0c-d67468135456 47.0 M adenocarcinoma G2 T2 N0 M0 287.396442725701 I None 4.213159945042923 Junction 0.2954621486603923
42 41 891 ad5df41b-c805-4bb5-8ae6-3163d09a38d3 53.0 M adenocarcinoma G3 T3 N1 M0 736.0527843524367 III Yes 1.3616891623089955 Distal 0.24464096050732015
43 42 379 1ad5e024-2b92-46f1-9dd0-371f72ae91e9 56.0 M adenocarcinoma G2 T3 N2 M0 685.394695204121 III Yes 2.6335522415055634 Distal 0.19330677808018815
44 43 308 bbd8c4ce-0d37-4609-9c6d-bcd1f596eb9b 51.0 M adenocarcinoma G3 T3 N1 M0 121.20467733184935 III Rarely 0.22037202831213717 Distal 0.25718478279566337
45 44 1010 5b9fe9f5-9ead-45f6-867e-73e89481f0fd 67.0 M squamous cell carcinoma G2 T3 N2 M0 442.34402086126914 III None 3.5357909131191194 Distal 0.30693936797108257
46 45 773 779a3948-f667-4654-ad52-4f6f54ddbd04 69.0 M adenocarcinoma Gx T2 N1 M0 102.23048420135608 II None 2.680041804823312 Middle 0.2830825519365866
47 46 25 f8b0d219-1c7a-4396-b663-e83ec536c389 71.0 M adenocarcinoma Gx T3 N0 M0 302.11793642547616 II None 0.9274768066182575 Distal 0.18358266962922
48 47 184 b293ee22-4328-444f-aea3-a4234fea5901 64.0 F squamous cell carcinoma G1 T3 N1 M0 243.56154964089944 III None 1.852963929764377 Distal 0.3757232559838905
49 48 556 4eb1e92f-6653-478d-b95d-0427bc23213d 61.0 M adenocarcinoma G2 T2 N0 M0 1661.3160441796942 I None 1.379279974321066 Distal 0.2961649198963404
50 49 480 b13b9414-f7a5-48d1-aee3-9bd263b981be 73.0 M adenocarcinoma Gx T3 N2 M0 781.0106963294689 III None 3.280478507756181 Distal 0.17671108208367278
51 50 1018 d3bd9ffd-74f7-443b-a69a-408b58519213 71.0 M adenocarcinoma G3 T2 N1 M0 218.97892985933512 II None 0.304741590758456 Middle 0.40399602035926163
52 51 1168 f2ee1be4-94e2-4382-980b-4e95cc8f9858 63.0 M adenocarcinoma Gx T3 N0 M0 798.9092893881351 II Rarely 2.3685412172974925 Distal 0.18876207877187562
53 52 575 41391184-ff7a-435b-b39e-87ce7c53e3c3 61.0 M adenocarcinoma G2 T4 N1 M0 629.4782543764405 III Rarely 0.5017689160164568 Distal 0.19490055203042475
54 53 833 7dec426a-8375-4ceb-8ccb-de10966f55de 63.0 F adenocarcinoma G3 T3 N0 M0 299.7739318519335 II None 0.6165396879294027 Middle 0.29842845392622347
55 54 765 4f769674-925a-4f7c-8c29-942b2209f29a 76.0 M squamous cell carcinoma G2 T3 N0 M0 1037.124021082988 II None 0.9387234041867608 Distal 0.3243314938042662
56 55 951 a8533cc3-f42e-4cb1-abc1-0c4c643b374d 49.0 M adenocarcinoma G3 T2 N2 M0 294.55593931416735 III None 1.2683779732232408 Distal 0.37901833030424903
57 56 287 b40e3539-71c4-4e44-aa4a-b06b7d3dd754 70.0 M adenocarcinoma G3 T3 N0 M0 212.0484778747987 II None 4.115156072824201 Junction 0.2561840861383124
58 57 432 1e4da317-ff60-4252-bb55-3d587485df52 40.0 M adenocarcinoma Gx T3 N0 M0 1397.6407519206075 II None 2.4582270979551732 Distal 0.17950455005807317
59 58 1121 48a3f93e-4dd3-4f92-8c57-12b9b7c7d081 45.0 M squamous cell carcinoma G2 T3 N1 M0 92.86330088009153 III Rarely 3.3816443533829523 Distal 0.30483379695496593
60 59 859 5604d191-5d9d-4d84-afdb-92487bfacb7c 68.0 M adenocarcinoma G2 T3 N3 M0 211.41059329415577 III None 3.4321505547164746 Distal 0.16921026586411836
61 60 188 c7f6b67a-53da-476a-8da0-abe3c4dc6130 71.0 F G1 T2 N1 M0 700.3991751290988 II Rarely 7.552272908728936 Distal 0.35516257556480296
62 61 68 a80737d7-8c9c-421c-87d8-34cda521d547 60.0 M adenocarcinoma G2 T3 N2 M0 11.242653707129945 III Yes 2.860210526059119 Distal 0.18420759002424675
63 62 382 35ae91ad-44e0-46f9-9fa5-e2a9a3927784 62.0 F squamous cell carcinoma Gx T3 N1 M0 942.7406859373024 III None 3.067358640953742 Distal 0.3931648671383419
64 63 411 62f299d5-5781-4490-ad57-e2896e9ecd50 57.0 M adenocarcinoma G3 T3 N1 M0 379.3978828776788 III Yes 10.728079829561272 Distal 0.2291261864395247
65 64 246 b340283a-0355-4a79-a097-beaf267e905c 80.0 M adenocarcinoma G2 T2 N3 M0 201.85676471541808 III Yes 1.7235976496133842 Junction 0.29915229641378516
66 65 19 d45ab8b6-b4f5-44fc-ad32-f0ccc9671bcb 50.0 M adenocarcinoma Gx T3 N0 M0 1012.9018622937638 II None 2.211255922953658 Distal 0.19654043724005707
67 66 265 972ace21-899f-4d12-a266-45e1faf7021b 46.0 F adenocarcinoma G3 T3 N2 M0 440.9628861048873 III None 0.13607799616821842 Distal 0.3103991803775433
68 67 384 90e3bec6-8054-4b1b-a047-7fff2f8ab1dc 55.0 F squamous cell carcinoma G3 T3 N0 M0 103.27832902320769 II None 2.0329724088513483 Distal 0.47041834504423263
69 68 662 2d6c3ac5-23a3-48aa-bd16-20b1f649618e 41.0 M adenocarcinoma G3 Tx N1 M0 806.7765231046527 None 1.5376991835713998 Middle 0.23212107988175543
70 69 659 62c85f5e-ab63-411e-bf18-7d53e362bafd 62.0 M G3 T1 N1 M0 347.66613424934036 II None 3.8029034278810467 Distal 0.3684920429178114
71 70 103 55eb3102-2154-40de-9630-b512ed3cf4f4 57.0 M adenocarcinoma G3 T3 N1 M0 1439.0495444971427 III None 1.1185322646623321 Distal 0.23567575761785708
72 71 53 540f47dc-f831-43ca-9249-c43689521cf5 72.0 M adenocarcinoma G2 T3 N0 M0 314.773770345135 II None 3.4561562180101566 Distal 0.19597171878712108
73 72 734 8b601b5b-1c11-49a6-a2e4-28139321c46e 44.0 M adenocarcinoma G3 T3 N1 M0 590.9458969099755 III None 0.7422358012896588 Distal 0.2581632317392041
74 73 704 b45ad5ce-f89c-4153-90e4-2ba9407e6a18 58.0 M G2 T2 N0 M0 659.7573791914336 I None 1.2968469595210859 Distal 0.2922469755384897
75 74 614 3404476d-16fe-457d-980f-bd2f922c73ed 63.0 M adenocarcinoma G3 T2 N0 M0 2223.0971650432075 I None 4.942709563170186 Distal 0.35828342689243653
76 75 47 09954a68-de59-4077-b0e0-be70da77d1e9 47.0 F adenocarcinoma G3 Tx N1 M0 1209.0817194713854 Yes 5.522979298341167 Distal 0.31123673503343285
77 76 983 6fd10658-de1c-44cd-926f-51a2958827f4 66.0 M adenocarcinoma G2 T3 N1 M0 2534.3102524431206 III None 2.7279988630507788 Middle 0.19437583067072797
78 77 812 0b489994-e7a5-4e29-95d3-75b45b61839a 83.0 M adenocarcinoma G3 T3 N1 M0 1024.853666460215 III None 4.367858577177108 Junction 0.238207135748879
79 78 458 0b62376e-85e1-4cd2-a0c1-4cedad83550a 56.0 M adenocarcinoma Gx T3 N1 M0 1275.8654047638684 III Yes 0.8982392949130161 Junction 0.19176990759225296
80 79 173 3d2be04e-0330-49dc-9c81-552b340e6e36 50.0 M adenocarcinoma G3 T4 N0 M0 219.14261323835495 III None 2.3899401269868346 Distal 0.24096437495015952
81 80 102 45419b01-2c52-4f3a-a80c-b8aa3593b50e 63.0 M squamous cell carcinoma Gx T3 N1 M0 73.05421539346894 III None 5.35778582022675 Distal 0.3179755003593979
82 81 970 7be0d51c-a1e9-496f-a8a4-365126004170 66.0 F adenocarcinoma G2 T3 N1 M0 16.785790348554812 III None 1.6885140703092887 Distal 0.22571869598956162
83 82 692 16fe73a6-5bc2-41dc-b6e1-a2d82ed0c0c2 63.0 M adenocarcinoma Gx T3 N1 M0 269.59523210130567 III Yes 2.7576703685801114 Distal 0.1845286277231697
84 83 1097 0eb6b462-eb0c-4436-b7ac-f7820ff5dd1e 67.0 M adenocarcinoma G2 T3 N0 M0 260.10124023038577 II None 1.4127941383100473 Junction 0.1810725188379988
85 84 1016 22adf301-5087-4658-a081-0a2755716cf9 65.0 M adenocarcinoma Gx T3 N0 M0 811.5310583687148 II None 4.080190100986638 Distal 0.18903763493169257
86 85 1044 46f68738-5199-4612-8522-992dec863700 66.0 F adenocarcinoma G2 T3 N2 M0 1405.5150932267527 III Yes 2.225574459961969 Junction 0.23069904432489305
87 86 541 fb580c6e-cd36-4b94-8cfa-a68eda274607 70.0 F adenocarcinoma G2 T3 N1 M0 337.14481558006486 III None 2.6912127025053145 Junction 0.22754716087703303
88 87 169 d8a4b0a5-3d01-4eaa-86e2-cd0f9e5ed282 61.0 M adenocarcinoma G2 T3 N2 M0 1641.3323170636097 III Yes 1.1140673884905226 Middle 0.169108363777459
89 88 337 9e9782d4-1d9e-4052-aab2-73887d3c9308 61.0 M squamous cell carcinoma G2 Tx N0 M0 27.884608641920238 Yes 4.771317303483296 Junction 0.32636658485404246
90 89 312 d68c1925-9e71-44c4-9c41-ac151725038f 41.0 F squamous cell carcinoma G2 T3 N0 M0 15.301353442375634 II None 3.1849131614042787 Distal 0.3788112114424504
91 90 709 3469ddda-906c-41fa-930c-3577d07a2a0d 58.0 M squamous cell carcinoma G3 T3 N1 M0 621.0345228034854 III None 0.588819475518568 Distal 0.3929526166943556
92 91 249 05c23f1f-ae5d-49a3-9413-d413d50730ce 84.0 M adinocarcinoma G2 T3 N0 M0 791.6033319588065 II None 3.627286517145718 Distal 0.18709365769079522
93 92 687 f3acabc6-0cb9-4215-9e90-72376108e5ed 77.0 F squamous cell carcinoma G3 T3 N2 M0 124.56199103009453 III None 3.7110690484992563 Distal 0.4910434183052406
94 93 183 529248d2-31d5-48ff-97b4-7c5077967799 50.0 M squamous cell carcinoma G2 T1 N1 M0 976.3692372904283 II None 0.8076735694902721 Junction 0.4594440117248892
95 94 684 068a6fae-ca1a-44db-beea-03bbdaeffadd 60.0 M squamous cell carcinoma G2 T3 N2 M0 147.71278052478436 III None 2.0114416909338972 Distal 0.3254591093220385
96 95 678 640789f4-04c3-40f4-81bb-c9a1e659fe17 59.0 M squamous cell carcinoma G2 T3 N0 M0 135.27875594029337 II Unknown 0.04593749348245732 Distal 0.32273815533948846
97 96 43 fa26e1ec-cba3-4334-9d87-8c8295039676 41.0 F adenocarcinoma Gx T3 N0 M0 1391.5069149220917 II None 9.853736696420718 Distal 0.2467522895725577
98 97 871 c7592863-aada-436d-8aa3-fef7837aaddb 55.0 M adenocarcinoma G2 T3 N2 M0 2138.257869903927 III None 0.5059262057032801 Distal 0.18895172961262555
99 98 797 d74eeb3a-7653-4ba7-a203-d186fb50c621 78.0 M adenocarcinoma G3 T2 N1 M0 140.84973290877477 II Yes 0.4083504122583804 Distal 0.36954772327403945
100 99 911 b0aebb2c-4d00-4d3d-9858-e40d452b6b86 78.0 M adenocarcinoma Gx T3 N0 M0 2040.4645496594194 II None 2.5420827158819335 Distal 0.17882620005194458