[1c4290]: / treatment_response_external.csv

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# 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 4f414e6e-0837-440e-a5b3-ae1aed2e2ce1 60.0 M adenocarcinoma G2 T3 N2 M0 2553.511836224618 III Rarely 5.1060642362101385 Distal 0.18771955698090728
2 1 aa844346-2f8b-433b-8038-f3cace4c06e8 47.0 M adenocarcinoma G2 T3 N1 M0 266.3814550930227 III None 1.3700619881953935 Distal 0.19548135582341516
3 2 6655f9f3-942b-4f38-9a3d-6ffc65e14473 76.0 M adenocarcinoma Gx T3 N1 M0 841.379105951333 III None 3.187087321098161 Junction 0.1957902813626956
4 3 670049e9-0d44-4ae6-8b33-a5707edb93e5 59.0 M squamous cell carcinoma G2 T3 N0 M0 708.6949126653958 II None 6.100354722368937 Distal 0.31845645862589916
5 4 70a6a90b-b564-498c-8956-5130dcbf58a9 60.0 M adenocarcinoma Gx T3 N1 M0 1305.7777587203564 III Rarely 3.60021312329665 Distal 0.2015049915643758
6 5 527780a0-92e0-4df4-88c8-b31a1221b7d8 71.0 M adenocarcinoma G3 T3 N1 M0 1259.9041439788373 III None 1.0841551581146296 Distal 0.24835806788378206
7 6 8c1ea834-c69b-431b-ab52-b8ed71aa2659 73.0 M adenocarcinoma G3 T3 N1 M0 493.12980960261035 III None 1.4943490954248073 Distal 0.23314514954995444
8 7 be2423d7-9cdc-4b90-bcc8-df5fc963d88e 58.0 F adenocarcinoma G2 T3 N1 M0 988.0492394950484 III Yes 2.653531819602076 Distal 0.2392069890353681
9 8 a193f95c-587f-4c33-a290-06f3187eeb45 61.0 M squamous cell carcinoma G3 T3 N3 M0 158.60545437879532 III None 3.214882888684747 Distal 0.400326782280752
10 9 84a1f246-840b-40b0-ba85-ae67f47ad89f 83.0 F adenocarcinoma G1 T3 N0 M0 2332.481661926609 II Yes 0.45462528672809277 Distal 0.2287979669745336
11 10 8266d2a3-0ef0-4fdc-9d67-dd6eaf42ad63 62.0 M adenocarcinoma Gx T2 N1 M0 2575.1529678190914 II None 2.1755021663516745 Distal 0.29273342602844815
12 11 2ba827bd-8d5e-4985-992f-1ffb52676bf0 43.0 M adenocarcinoma Gx T3 N0 M0 688.5434421815811 II None 4.8420733131969005 Junction 0.1882105006294271
13 12 60b0f70c-6fae-4ca0-8c77-64a0e45eb223 61.0 M adenocarcinoma G2 T1 N0 M0 53.11051277083817 I Yes 2.694981901239653 Distal 0.29646054105488967
14 13 193a00b5-c615-41b6-899b-7523efeb28d1 51.0 M adenocarcinoma G2 T3 N0 M0 1001.7009879990725 II None 3.0028724867398333 Distal 0.21647244885484718
15 14 29aaef3b-90eb-4b91-999e-9ec8a3a24bbd 63.0 M adenocarcinoma G3 T3 N1 M0 656.2456931810767 III None 0.18089670678167288 Middle 0.2594651621783375
16 15 52c06a48-d1f2-4e5e-8db8-78138640ead3 67.0 M squamous cell carcinoma G3 T3 N2 M0 23.03493783068771 III None 4.149162491800559 Middle 0.3917230927437676
17 16 96e2c5e6-2b00-466c-a78f-8cf831caaefe 44.0 M adenocarcinoma G3 T3 N1 M0 0.6341228906812044 III None 3.3574496182935105 Distal 0.2439493168675724
18 17 3d09681a-26ff-4733-8f96-b60572e48363 56.0 M adenocarcinoma G2 T3 N0 M0 1102.8479514521075 II None 1.4146771001194265 Junction 0.1988553574404162
19 18 d0d52d50-c71d-4613-8705-2c6bdef86e68 62.0 M adenocarcinoma G2 T2 N0 M0 459.57245959518383 I None 2.8852834049615264 Distal 0.31124850964617423
20 19 c7b528f9-94ec-4f54-aa57-92b8e7bb0bbe 66.0 M adenocarcinoma Gx T3 N0 M0 2423.4841145614464 II Rarely 2.916768049722105 Junction 0.16140777391357683
21 20 873da4cd-ab61-43bb-ab9a-5ffb6f088de2 61.0 M adenocarcinoma G3 T3 N3 M0 378.5505046882172 III None 5.290680984494576 Middle 0.24086452449467013
22 21 ab8f56f9-d48e-43aa-ae56-d1be25f9b023 55.0 M adenocarcinoma G2 T2 N0 M0 1616.1534423419164 I None 3.9059883410813967 Distal 0.2960821892508974
23 22 d872517a-7716-4f14-b189-a2bc28ec743b 68.0 M adenocarcinoma G3 T3 N1 M0 439.0563016129648 III Yes 0.45728464518453565 Middle 0.24715754943952914
24 23 431376aa-864f-45ec-995a-180d20f58af5 53.0 M adenocarcinoma Gx T3 N1 M0 1122.089390279518 III None 1.8230282075613888 Distal 0.1917936383276555
25 24 0d699cd1-6d11-41a3-a11c-3f8da2976c61 60.0 M adenocarcinoma Gx T3 N1 M0 703.1800919670595 III None 3.5076880733181452 Middle 0.18063598448918675
26 25 65a918da-5af5-42ea-8981-d0f4c10d9ba4 53.0 M adenocarcinoma G2 T3 N0 M0 1266.6484938949761 II None 2.8623080377201564 Distal 0.1979870898244321
27 26 34189a97-f4ab-48f7-a9fe-e43d560e8300 50.0 M squamous cell carcinoma G2 T2 N2 M0 1899.4596518346104 III None 0.6302958645728362 Middle 0.4655825383985198
28 27 261f8967-e14e-4fff-9e04-ca9fbaafed99 67.0 F adenocarcinoma G2 T3 N0 M0 22.428982019699255 II Yes 2.3687505656259904 Distal 0.24020481877627484
29 28 6a51397b-af1f-4f42-a8f0-cb702ef17d63 78.0 F adenocarcinoma Gx T3 N1 M0 657.8545195294765 III None 1.0111102629593884 Junction 0.2410095581026255
30 29 c2319b1a-a83d-40c4-bb5b-0bc97ede126d 73.0 M squamous cell carcinoma Gx T2 N1 M0 1181.4853061980862 II Yes 2.0359030538585206 Distal 0.473573881215304
31 30 35b08759-3925-4497-bff8-b1416e5a1edd 66.0 F adenocarcinoma G2 T3 N2 M0 683.825002913842 III None 2.85382967976895 Middle 0.23555617646138563
32 31 a6ab6573-f971-4f7a-8413-e3ba75379e29 51.0 M adenocarcinoma G2 T3 N0 M0 540.0449046772218 II None 5.040064583291523 Middle 0.18774614974920636
33 32 fc8a184b-0de7-4232-a5ec-3f60ce36bf89 64.0 M adenocarcinoma Gx T3 N2 M0 2025.9517266623338 III None 4.025075276113558 Distal 0.18363740515374272
34 33 8b87b91c-e748-4cca-95c5-4e86c239bc80 67.0 M adenocarcinoma G2 T3 N0 M0 2733.080620081291 II None 2.723110520046999 Distal 0.1792021065112416
35 34 92c6da74-3185-4af2-bdfd-76f037cb8719 74.0 M adenocarcinoma Gx Tx N0 M0 297.606535134039 Yes 0.32597607089258734 Distal 0.1925495250449563
36 35 1d1cf816-a859-4fff-8d5d-8b0fee781ed4 64.0 M adenocarcinoma G2 T3 N3 M0 409.83914553563216 III None 3.5589577933753436 Junction 0.17961321122874616
37 36 dbf4dd9c-ab2a-4fe9-83bc-b819793a0d0d 55.0 F adenocarcinoma G3 T1 N1 M0 2140.2581005919515 II None 3.835856758175666 Distal 0.4282459842524806
38 37 9dc91221-105e-46d2-bdc6-4323ccf0f023 75.0 M adenocarcinoma Gx T3 N1 M0 760.5796744918423 III None 6.618881573492362 Distal 0.18598841436831046
39 38 46e050ba-5799-4ac6-8b5c-6fc170c755d2 48.0 F adenocarcinoma G2 T3 N0 M0 721.7090013107079 II None 2.9222834717020847 Distal 0.2424676085017571
40 39 7c530988-14e0-4e03-b459-85c9a2e61bb2 40.0 F squamous cell carcinoma Gx T3 N1 M0 1302.8872353252605 III None 2.308306280890199 Distal 0.37454281748621043
41 40 950804b4-1669-4c41-ad47-1d0ae8bb6768 78.0 M adenocarcinoma G2 T3 N0 M0 2407.7543363011227 II None 1.9119169038758894 Junction 0.188697465161957
42 41 a1ca359a-9fd0-4ed5-97f6-d89984e242d7 70.0 M adenocarcinoma G2 T3 N1 M0 230.65895263999826 III Yes 3.8153564001470515 Distal 0.16657814145546854
43 42 cae1bced-d8fc-446c-9d01-57928a3ce6bb 48.0 M adenocarcinoma G2 T3 N1 M0 50.753793429871806 III Rarely 0.7996627349284826 Middle 0.18926102409035725
44 43 f5ac29cc-2ef4-450b-920d-01a7609f3e87 65.0 F adenocarcinoma G2 T3 N1 M0 396.6258014113905 III None 4.30350295033937 Distal 0.25824305554493554
45 44 8808452b-a732-4832-94d7-68d518c62c6a 49.0 M adenocarcinoma G2 T3 N1 M0 2524.789825474285 III None 3.1513767938879886 Distal 0.2009571501157874
46 45 22c2045e-3653-4aac-ad62-ba986bc1029c 70.0 M adenocarcinoma G2 T2 N1 M0 573.5042499555749 II None 1.1638099185663435 Middle 0.2990034705459168
47 46 e55ed5ef-70e6-44bc-914e-3d1d27702729 74.0 M adenocarcinoma G3 T3 N2 M0 103.03962342735058 III Rarely 1.7873839899898067 Distal 0.2612321884886069
48 47 5bbddd7b-e447-4d61-bbe0-9461da879db7 64.0 M adenocarcinoma G2 T3 N0 M0 2500.794850862605 II None 0.5474186078773193 Middle 0.18826572334008418
49 48 9e3ffdd5-9e89-4e57-8bc0-6601ee94dc09 40.0 F adenocarcinoma G3 T3 N1 M0 2551.571653956636 III None 0.8408337641396645 Junction 0.298813215563598
50 49 1ea6da49-b6fa-421f-85cb-494f64710371 60.0 M adenocarcinoma G3 T2 N0 M0 1111.8165962623862 I None 6.331480306151759 Distal 0.3880332909635318
51 50 e837b116-e3c1-44a5-afcb-f6ad1dab1590 63.0 M adenocarcinoma G2 T2 N1 M0 1233.5409976394874 II None 3.8973280402458546 Distal 0.29839210325071874
52 51 081b34cd-5986-4e5a-ae0e-aa2fd480c325 57.0 F adenocarcinoma G2 T3 N0 M0 977.3675784056104 II None 0.9771308007799492 Junction 0.22469982489547546
53 52 16de93db-a4d0-4533-bd23-77692921d7d4 53.0 M adenocarcinoma G2 T2 N1 M0 2623.0391926386756 II Rarely 3.2168605167988042 Distal 0.29299114544912364
54 53 5cf9afcf-8c69-4136-aed3-c091a4efe762 62.0 M adenocarcinoma G3 T3 N1 M0 425.5115798994824 III Yes 0.823582164969616 Distal 0.23163634731774785
55 54 8cc4347d-e47d-4328-ac42-6e5ec31cc729 81.0 F adenocarcinoma G2 T2 N2 M0 49.43586565145436 III Rarely 0.7623705503675936 Distal 0.36760049806970185
56 55 0358cdb4-84e2-4100-a08b-d2bea3de671d 71.0 M adenocarcinoma G2 T3 N1 M0 1883.2404409487658 III Rarely 1.615052087469663 Middle 0.18793853477180852
57 56 47f3f076-6400-4bda-8312-cb49d7a043a5 61.0 M adenocarcinoma G3 T3 N0 M0 891.8488663745426 II None 0.34606799336636845 Junction 0.24997616054754626
58 57 aef8daf6-94d1-4b31-bc3f-915b1bc8bb79 59.0 M squamous cell carcinoma G3 T3 N1 M0 1432.5719839418093 III Rarely 3.0592635479503154 Distal 0.39730460760859876
59 58 a52771c8-5627-4b56-9fc8-03012cd6db6c 60.0 M adenocarcinoma G2 T2 N1 M0 564.9119025605835 II Yes 0.3269052075415595 Distal 0.30405000354037104
60 59 f80b02fd-8460-4441-8b22-2506c86a05c8 68.0 M adenocarcinoma G3 T2 N0 M0 12.7382503605486 I None 0.6351763150010767 Distal 0.3749401991109811
61 60 8eec51c1-9f9a-4abb-b2f0-19394c140dc5 77.0 M adenocarcinoma G2 T3 N1 M0 594.9119532991357 III None 2.200363132236571 Distal 0.18944722196889283
62 61 2c7bedc0-b858-4072-987e-adc12d85cd8c 54.0 M squamous cell carcinoma G2 T3 N1 M0 1811.4579430532854 III None 2.440510309894635 Distal 0.3192960161270112
63 62 e0e84e7c-464c-4a06-b9ca-e3153a995719 81.0 M adenocarcinoma Gx T3 N1 M0 783.9345312332392 III None 2.3198075690821147 Distal 0.18208422461298718
64 63 a3e867bd-b2c4-4b59-8a97-a8e2697f1862 58.0 M adenocarcinoma G2 T3 N0 M0 1430.3189782592108 II Rarely 2.077506564999658 Distal 0.2087540090005869
65 64 c077caac-cb88-4806-86a4-80de2cb8b39b 55.0 M adenocarcinoma G2 T3 N1 M0 2665.31904717561 III None 2.607442501396302 Distal 0.1853714530892904
66 65 a6565620-b3e0-48d9-ae53-e4574b67a10b 56.0 M adenocarcinoma G2 T3 N1 M0 927.6228361164699 III None 1.3286668742018866 Distal 0.18296955278512567
67 66 aea42d68-eaf8-49b3-b881-026fc7b900e5 51.0 M adenocarcinoma Gx T2 N0 M0 915.1384982418027 I None 0.2960786718798024 Junction 0.293828870813158
68 67 8c74400e-28e1-44ab-b985-eac90e338244 59.0 M adenocarcinoma Gx T2 N0 M0 1140.8234556755276 I None 2.6976424728234423 Distal 0.2942867822107316
69 68 3987bfed-6183-44b8-aa2d-e5e315f96d0e 47.0 M adenocarcinoma G2 T3 N0 M0 62.88114577488175 II None 3.1508839295740447 Distal 0.2122923228597751
70 69 491fe03a-45d6-48ec-9b94-7fc4e234d4ae 69.0 M adenocarcinoma Gx T3 N1 M0 808.1220395159004 III None 0.15953139795010576 Distal 0.16265820161603542
71 70 e2db3f4d-a65c-47bc-bce1-920166b33269 61.0 F adenocarcinoma G2 T3 N2 M0 877.171255768712 III None 1.6715516797788528 Distal 0.23670937272011228
72 71 2023de73-4539-4755-bc14-f007de147437 59.0 M adenocarcinoma Gx T3 N0 M0 1314.1253541601372 II None 1.0587640642287548 Distal 0.19861200651661742
73 72 a2e62c25-e2c7-478b-a148-636077317056 52.0 M adenocarcinoma G3 T1 N2 M0 2324.2291955386486 III Yes 3.957196075253444 Distal 0.3688953250178138
74 73 6b455d96-b8de-414b-99ef-82ae1453350a 72.0 M adenocarcinoma G2 T3 N3 M0 1181.3601167444206 III Yes 3.326257724705717 Distal 0.1839243025937857
75 74 2d2c1e73-26ff-45d1-9323-d15693612163 71.0 M adenocarcinoma G2 T4 N1 M0 1969.3147007968855 III None 2.364902033518727 Distal 0.17951988262510266
76 75 fd652510-64ac-449c-bd2f-6bc002fca83a 58.0 M adenocarcinoma G3 T2 N3 M0 1820.4914801875589 III Yes 1.8752002231115568 Middle 0.38169256850217453
77 76 f5ea723a-4662-41a0-9b95-83bdf4d30f89 36.0 M squamous cell carcinoma Gx T3 N0 M0 3008.142782270961 II Yes 4.7742346851201365 Middle 0.3230924982297651
78 77 82c4a69e-3f55-4c0e-a14f-d18c6d021415 64.0 M adenocarcinoma G3 T3 N1 M0 1058.2267422387517 III None 0.4993972886040611 Distal 0.23429026633622213
79 78 78010b5b-5555-4f1e-b050-b87116bb6e36 75.0 M adenocarcinoma G3 T2 N1 M0 191.5575398223584 II None 0.8443653958542827 Junction 0.37019856657458183
80 79 66090d76-e6b4-453f-8f50-2693830ecfaa 57.0 M squamous cell carcinoma Gx T3 N0 M0 224.7398239134343 II None 0.5621903896277999 Distal 0.3073490682811548
81 80 327a74ae-5a69-4c18-8484-282f9ed42e12 32.0 M adenocarcinoma G3 T3 N1 M0 339.8975971720245 III Yes 5.55062099521212 Junction 0.24434612150654628
82 81 7ac5a981-a68d-4750-a298-2f68be6bcde6 53.0 M adenocarcinoma Gx T3 N2 M0 2061.316676485605 III None 0.8442331082775029 Distal 0.2041388847344112
83 82 f75629c9-e6b9-4262-a321-65bd640d0a56 73.0 M adenocarcinoma G2 T3 N1 M0 994.7823742457063 III None 2.8936966114153493 Distal 0.18908450048495656
84 83 023866e0-421e-4f22-ba56-7c0e1b774d0e 69.0 M squamous cell carcinoma Gx T3 N1 M0 1810.7362065148086 III None 0.3961414908745696 Junction 0.3179814595294132
85 84 6423b5c2-8087-4166-883c-7b0e3f7e55a7 77.0 M squamous cell carcinoma Gx T2 N0 M0 2028.1214732922592 I None 2.299779812266392 Distal 0.4609912009286827
86 85 631a3415-794a-4b52-91df-562886a06a77 58.0 M squamous cell carcinoma G3 T2 N1 M0 524.896192079783 II None 3.8716062970897216 Distal 0.5640808605818545
87 86 624ef6fa-0b3d-4b53-a295-a450e55e051b 72.0 M adenocarcinoma Gx T3 N0 M0 2318.2614979215537 II None 2.901089726152338 Middle 0.19516620865845385
88 87 610654b1-542a-4bf4-bb8e-ea9966673218 66.0 M squamous cell carcinoma G3 T3 N0 M0 2640.086623041842 II None 4.063949310762271 Distal 0.4146753218258821
89 88 539fa8bc-6f72-4fbe-9303-a5467ecbf5c8 71.0 M adenocarcinoma G2 T3 N1 M0 1633.6529851504447 III Yes 2.729662205142784 Distal 0.17905440544692436
90 89 0fa77606-d1ed-41a2-b32e-76ac0f2695aa 60.0 M adenocarcinoma G2 T3 N2 M0 1353.5198201994276 III None 1.7356876441042175 Junction 0.1921851342319291
91 90 add2c4ad-89fe-467c-83a2-356626f19d1d 61.0 M adenocarcinoma G2 T3 N1 M0 1279.136143568679 III None 2.083435106128162 Junction 0.18301891207164425
92 91 1457e320-81d2-4de7-9a61-53c748401bf5 39.0 F adenocarcinoma G2 T3 N1 M0 93.47953007918548 III Yes 0.937667850054641 Middle 0.25077405212249076
93 92 6f80514f-886f-45d7-99d6-593f9c404c57 71.0 M adenocarcinoma G2 T3 N2 M0 344.17367234369715 III None 0.04979717710811545 Junction 0.17691711964505577
94 93 af74f2c6-801e-4725-8bba-9d8bc1d2c517 62.0 M adenocarcinoma G3 T3 Nx M0 1939.724980045436 None 2.424914357639842 Distal 0.23947787742154858
95 94 2c0d1ece-a44f-4b06-8225-8acba6e6f547 34.0 M adenocarcinoma G2 T3 N0 M0 2064.7220352240834 II None 0.9426531666754293 Distal 0.18532958079748332
96 95 10648800-d76e-4fa8-9d87-2b7ff527a791 63.0 M squamous cell carcinoma G2 T3 N0 M0 277.41642556647633 II None 0.31209995037089494 Distal 0.3085538105675586
97 96 a4958b29-2586-4208-b789-1b0ec8c5be4f 48.0 M adenocarcinoma G2 T3 N0 M0 2255.8219417966197 II None 0.414173616879328 Distal 0.1852457408199861
98 97 a0f3d31f-3cab-4cb8-99a5-c6c69cf2318b 52.0 M adenocarcinoma G2 T3 N0 M0 675.6456767460061 II None 2.5739262275917465 Distal 0.19665601353310094
99 98 ec77cff5-027d-49c9-b5e4-e1a64624ef24 66.0 M adenocarcinoma G2 T2 N0 M0 144.44182214720533 I None 0.4698447867481633 Distal 0.29911284237371216
100 99 5c32728f-3aa1-41df-b498-6d6be9a7b5b0 55.0 F adenocarcinoma G3 T3 N2 M0 2618.5417387634207 III Yes 0.1617898808840089 Distal 0.29096423167983476