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GB_ec50_fit_table.csv
| # | cancer | drug | gene | lm_result_aic | gam_result_aic | rlm_result_aic | lm_result_r2 | gam_result_r2 | rlm_result_mse | |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 1 | GB | temozolomide | DAXX | -450.427116876396 | -450.431873075171 | -450.384640973186 | 8.56846013713215e-05 | -0.00213515256187091 | 0.118249516649366 |
| 2 | 2 | GB | temozolomide | GOPC | -307.960282528764 | -306.302368344964 | -307.275104212204 | 0.00165524885608937 | 0.00477412059681215 | 0.125105467503986 |
| 3 | 3 | GB | temozolomide | HIF1A | -194.608088609465 | -194.608088591818 | -194.383398958502 | 0.000183982098088959 | -0.00222521314532753 | 0.155078967214758 |
| 4 | 4 | GB | temozolomide | IDH1 | -659.284205523473 | -659.496404515159 | -657.717739019523 | 0.000971891955058675 | 0.000279587031481676 | 0.0689976159201032 |
| 5 | 5 | GB | temozolomide | IDH2 | -356.874924049519 | -357.121830020131 | -354.676151795679 | 0.000214634008793295 | -0.000640545892845124 | 0.114692727355957 |
| 6 | 6 | GB | temozolomide | LZTR1 | -14.6171343092336 | -15.2091543564145 | -10.1381871968939 | 0.000557570765554535 | 0.000874500301237702 | 0.150901109540186 |
| 7 | 7 | GB | temozolomide | MDM4 | -360.376167563229 | -360.376167524883 | -358.995022350038 | 0.00102858193687731 | -0.00137857813273246 | 0.129908696083683 |
| 8 | 8 | GB | temozolomide | PDGFRA | -125.69913719456 | -123.579206496888 | -122.892959592997 | 0.00194511508740162 | 0.00557429384507191 | 0.135110929885719 |
| 9 | 9 | GB | temozolomide | PIK3CA | -65.7468537002615 | -65.7468536900096 | -62.4412605956139 | 0.000270594943543563 | -0.0021383913468882 | 0.163033174619596 |
| 10 | 10 | GB | temozolomide | PIK3R1 | -449.374848963721 | -449.374848920906 | -449.04729837227 | 0.000828717451591979 | -0.00157892423310679 | 0.109555400964002 |
| 11 | 11 | GB | temozolomide | ROS1 | -318.005219289849 | -318.005219271988 | -317.818688521506 | 0.00570538722259545 | 0.00330949657555513 | 0.123364031112588 |
| 12 | 12 | GB | temozolomide | SALL4 | -31.8990750843079 | -31.8990750741398 | -29.7989016019982 | 0.00417962800626334 | 0.00178006083379634 | 0.220109118302676 |
| 13 | 13 | GB | temozolomide | STAG2 | -162.205247237453 | -162.205247225417 | -161.655353950214 | 0.000581263960459441 | -0.00182697389612763 | 0.229588144510956 |
| 14 | 14 | GB | temozolomide | TERT | 90.5845338886564 | 90.5845339025913 | 94.576078844702 | 0.00407595685195138 | 0.00167613987178994 | 0.239502238565719 |
| 15 | 15 | GB | carmustine | DAXX | -490.841596271835 | -490.841596211802 | -490.769983135302 | 0.000156569676186687 | -0.00208021658322699 | 0.11376992852017 |
| 16 | 16 | GB | carmustine | GOPC | -331.980010990355 | -328.949660054563 | -331.586718980433 | 0.0033315451464538 | 0.00392480866247935 | 0.121411704625584 |
| 17 | 17 | GB | carmustine | HIF1A | -186.158627630516 | -184.513506519519 | -185.282759036139 | 9.37955701175125e-05 | 0.00461872760756121 | 0.150944246428617 |
| 18 | 18 | GB | carmustine | IDH1 | -731.705636506222 | -731.705636459113 | -729.945444116012 | 7.68466421628801e-05 | -0.00216011795716509 | 0.0704648144415945 |
| 19 | 19 | GB | carmustine | IDH2 | -400.821694612712 | -400.821694584436 | -399.25031674246 | 0.000362802262187075 | -0.00187352259556794 | 0.111371976583494 |
| 20 | 20 | GB | carmustine | LZTR1 | 67.1026035671171 | 67.1026035851456 | 73.0361950708842 | 0.0015796078557734 | -0.000653994824884041 | 0.148503294321115 |
| 21 | 21 | GB | carmustine | MDM4 | -379.795659345979 | -383.614651601865 | -378.714344588614 | 0.00019320667784795 | 0.010025333464547 | 0.133888242164868 |
| 22 | 22 | GB | carmustine | PDGFRA | -95.208531284306 | -97.3358617687917 | -89.231739977174 | 0.00723173466753727 | 0.0209001354977196 | 0.137274385567904 |
| 23 | 23 | GB | carmustine | PIK3CA | -73.9806409543743 | -73.9806409366385 | -70.2009949576172 | 0.00207544941929194 | -0.000157043974693627 | 0.161400281546951 |
| 24 | 24 | GB | carmustine | PIK3R1 | -480.826900999274 | -480.886533099861 | -480.358091171931 | 0.00291817518870223 | 0.00129708039505827 | 0.109858717838982 |
| 25 | 25 | GB | carmustine | ROS1 | -338.409519474121 | -338.409519451416 | -338.121463487275 | 0.00803858835999866 | 0.00581943532985274 | 0.123665697282862 |
| 26 | 26 | GB | carmustine | SALL4 | -25.2409824454191 | -25.2409824370442 | -23.1593160525259 | 1.30236837845224e-05 | -0.00222408365494386 | 0.230039768252212 |
| 27 | 27 | GB | carmustine | STAG2 | -160.061814000676 | -160.061813979394 | -159.596946253721 | 0.000777022016670514 | -0.00145837616536948 | 0.239314571467701 |
| 28 | 28 | GB | carmustine | TERT | 115.999110044797 | 115.999110054844 | 119.836163987164 | 3.64315807895828e-05 | -0.00220062337795102 | 0.247010957196551 |