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Function to obtain data from gDRtestData and prepare for unit tests

Usage

get_testdata()

Value

list with drugs, cell_lines, raw_data and assay_data

Examples

get_testdata()
#> $drug_names
#>  [1] "drug_002" "drug_003" "drug_004" "drug_005" "drug_006" "drug_007"
#>  [7] "drug_008" "drug_009" "drug_010" "drug_011"
#> 
#> $cell_line_names
#>  [1] "cellline_BA" "cellline_CA" "cellline_DA" "cellline_EA" "cellline_FA"
#>  [6] "cellline_GB" "cellline_HB" "cellline_IB" "cellline_JB" "cellline_KB"
#> 
#> $dt
#>      Drug Name Cell Line Name                      rId
#>         <char>         <char>                   <char>
#>   1:  drug_002    cellline_BA G00002_drug_002_moa_A_72
#>   2:  drug_003    cellline_BA G00003_drug_003_moa_A_72
#>   3:  drug_004    cellline_BA G00004_drug_004_moa_A_72
#>   4:  drug_005    cellline_BA G00005_drug_005_moa_A_72
#>   5:  drug_006    cellline_BA G00006_drug_006_moa_A_72
#>   6:  drug_007    cellline_BA G00007_drug_007_moa_A_72
#>   7:  drug_008    cellline_BA G00008_drug_008_moa_A_72
#>   8:  drug_009    cellline_BA G00009_drug_009_moa_A_72
#>   9:  drug_010    cellline_BA G00010_drug_010_moa_A_72
#>  10:  drug_011    cellline_BA G00011_drug_011_moa_B_72
#>  11:  drug_002    cellline_CA G00002_drug_002_moa_A_72
#>  12:  drug_003    cellline_CA G00003_drug_003_moa_A_72
#>  13:  drug_004    cellline_CA G00004_drug_004_moa_A_72
#>  14:  drug_005    cellline_CA G00005_drug_005_moa_A_72
#>  15:  drug_006    cellline_CA G00006_drug_006_moa_A_72
#>  16:  drug_007    cellline_CA G00007_drug_007_moa_A_72
#>  17:  drug_008    cellline_CA G00008_drug_008_moa_A_72
#>  18:  drug_009    cellline_CA G00009_drug_009_moa_A_72
#>  19:  drug_010    cellline_CA G00010_drug_010_moa_A_72
#>  20:  drug_011    cellline_CA G00011_drug_011_moa_B_72
#>  21:  drug_002    cellline_DA G00002_drug_002_moa_A_72
#>  22:  drug_003    cellline_DA G00003_drug_003_moa_A_72
#>  23:  drug_004    cellline_DA G00004_drug_004_moa_A_72
#>  24:  drug_005    cellline_DA G00005_drug_005_moa_A_72
#>  25:  drug_006    cellline_DA G00006_drug_006_moa_A_72
#>  26:  drug_007    cellline_DA G00007_drug_007_moa_A_72
#>  27:  drug_008    cellline_DA G00008_drug_008_moa_A_72
#>  28:  drug_009    cellline_DA G00009_drug_009_moa_A_72
#>  29:  drug_010    cellline_DA G00010_drug_010_moa_A_72
#>  30:  drug_011    cellline_DA G00011_drug_011_moa_B_72
#>  31:  drug_002    cellline_EA G00002_drug_002_moa_A_72
#>  32:  drug_003    cellline_EA G00003_drug_003_moa_A_72
#>  33:  drug_004    cellline_EA G00004_drug_004_moa_A_72
#>  34:  drug_005    cellline_EA G00005_drug_005_moa_A_72
#>  35:  drug_006    cellline_EA G00006_drug_006_moa_A_72
#>  36:  drug_007    cellline_EA G00007_drug_007_moa_A_72
#>  37:  drug_008    cellline_EA G00008_drug_008_moa_A_72
#>  38:  drug_009    cellline_EA G00009_drug_009_moa_A_72
#>  39:  drug_010    cellline_EA G00010_drug_010_moa_A_72
#>  40:  drug_011    cellline_EA G00011_drug_011_moa_B_72
#>  41:  drug_002    cellline_FA G00002_drug_002_moa_A_72
#>  42:  drug_003    cellline_FA G00003_drug_003_moa_A_72
#>  43:  drug_004    cellline_FA G00004_drug_004_moa_A_72
#>  44:  drug_005    cellline_FA G00005_drug_005_moa_A_72
#>  45:  drug_006    cellline_FA G00006_drug_006_moa_A_72
#>  46:  drug_007    cellline_FA G00007_drug_007_moa_A_72
#>  47:  drug_008    cellline_FA G00008_drug_008_moa_A_72
#>  48:  drug_009    cellline_FA G00009_drug_009_moa_A_72
#>  49:  drug_010    cellline_FA G00010_drug_010_moa_A_72
#>  50:  drug_011    cellline_FA G00011_drug_011_moa_B_72
#>  51:  drug_002    cellline_GB G00002_drug_002_moa_A_72
#>  52:  drug_003    cellline_GB G00003_drug_003_moa_A_72
#>  53:  drug_004    cellline_GB G00004_drug_004_moa_A_72
#>  54:  drug_005    cellline_GB G00005_drug_005_moa_A_72
#>  55:  drug_006    cellline_GB G00006_drug_006_moa_A_72
#>  56:  drug_007    cellline_GB G00007_drug_007_moa_A_72
#>  57:  drug_008    cellline_GB G00008_drug_008_moa_A_72
#>  58:  drug_009    cellline_GB G00009_drug_009_moa_A_72
#>  59:  drug_010    cellline_GB G00010_drug_010_moa_A_72
#>  60:  drug_011    cellline_GB G00011_drug_011_moa_B_72
#>  61:  drug_002    cellline_HB G00002_drug_002_moa_A_72
#>  62:  drug_003    cellline_HB G00003_drug_003_moa_A_72
#>  63:  drug_004    cellline_HB G00004_drug_004_moa_A_72
#>  64:  drug_005    cellline_HB G00005_drug_005_moa_A_72
#>  65:  drug_006    cellline_HB G00006_drug_006_moa_A_72
#>  66:  drug_007    cellline_HB G00007_drug_007_moa_A_72
#>  67:  drug_008    cellline_HB G00008_drug_008_moa_A_72
#>  68:  drug_009    cellline_HB G00009_drug_009_moa_A_72
#>  69:  drug_010    cellline_HB G00010_drug_010_moa_A_72
#>  70:  drug_011    cellline_HB G00011_drug_011_moa_B_72
#>  71:  drug_002    cellline_IB G00002_drug_002_moa_A_72
#>  72:  drug_003    cellline_IB G00003_drug_003_moa_A_72
#>  73:  drug_004    cellline_IB G00004_drug_004_moa_A_72
#>  74:  drug_005    cellline_IB G00005_drug_005_moa_A_72
#>  75:  drug_006    cellline_IB G00006_drug_006_moa_A_72
#>  76:  drug_007    cellline_IB G00007_drug_007_moa_A_72
#>  77:  drug_008    cellline_IB G00008_drug_008_moa_A_72
#>  78:  drug_009    cellline_IB G00009_drug_009_moa_A_72
#>  79:  drug_010    cellline_IB G00010_drug_010_moa_A_72
#>  80:  drug_011    cellline_IB G00011_drug_011_moa_B_72
#>  81:  drug_002    cellline_JB G00002_drug_002_moa_A_72
#>  82:  drug_003    cellline_JB G00003_drug_003_moa_A_72
#>  83:  drug_004    cellline_JB G00004_drug_004_moa_A_72
#>  84:  drug_005    cellline_JB G00005_drug_005_moa_A_72
#>  85:  drug_006    cellline_JB G00006_drug_006_moa_A_72
#>  86:  drug_007    cellline_JB G00007_drug_007_moa_A_72
#>  87:  drug_008    cellline_JB G00008_drug_008_moa_A_72
#>  88:  drug_009    cellline_JB G00009_drug_009_moa_A_72
#>  89:  drug_010    cellline_JB G00010_drug_010_moa_A_72
#>  90:  drug_011    cellline_JB G00011_drug_011_moa_B_72
#>  91:  drug_002    cellline_KB G00002_drug_002_moa_A_72
#>  92:  drug_003    cellline_KB G00003_drug_003_moa_A_72
#>  93:  drug_004    cellline_KB G00004_drug_004_moa_A_72
#>  94:  drug_005    cellline_KB G00005_drug_005_moa_A_72
#>  95:  drug_006    cellline_KB G00006_drug_006_moa_A_72
#>  96:  drug_007    cellline_KB G00007_drug_007_moa_A_72
#>  97:  drug_008    cellline_KB G00008_drug_008_moa_A_72
#>  98:  drug_009    cellline_KB G00009_drug_009_moa_A_72
#>  99:  drug_010    cellline_KB G00010_drug_010_moa_A_72
#> 100:  drug_011    cellline_KB G00011_drug_011_moa_B_72
#>      Drug Name Cell Line Name                      rId
#>                                  cId      EC50      x_AOC       h RV
#>                               <char>     <num>      <num>      <num>
#>   1: CL00011_cellline_BA_tissue_x_26 0.4466890 0.55331098 0.62771204
#>   2: CL00011_cellline_BA_tissue_x_26 0.3939872 0.60601279 0.69549935
#>   3: CL00011_cellline_BA_tissue_x_26 0.7989283 0.20107172 0.23854321
#>   4: CL00011_cellline_BA_tissue_x_26 0.7292519 0.27074809 0.30829556
#>   5: CL00011_cellline_BA_tissue_x_26 0.5948205 0.40517951 0.47306641
#>   6: CL00011_cellline_BA_tissue_x_26 0.9153135 0.08468651 0.09862965
#>   7: CL00011_cellline_BA_tissue_x_26 0.6627378 0.33726218 0.37222482
#>   8: CL00011_cellline_BA_tissue_x_26 0.6541186 0.34588137 0.40814181
#>   9: CL00011_cellline_BA_tissue_x_26 0.8247285 0.17527151 0.20515620
#>  10: CL00011_cellline_BA_tissue_x_26 0.3682302 0.63176984 0.74702096
#>  11: CL00012_cellline_CA_tissue_x_30 0.6926178 0.30738217 0.35949454
#>  12: CL00012_cellline_CA_tissue_x_30 0.3979780 0.60202205 0.68371983
#>  13: CL00012_cellline_CA_tissue_x_30 0.9100259 0.08997415 0.10791352
#>  14: CL00012_cellline_CA_tissue_x_30 0.7873037 0.21269633 0.24486763
#>  15: CL00012_cellline_CA_tissue_x_30 0.8494189 0.15058108 0.17760851
#>  16: CL00012_cellline_CA_tissue_x_30 0.8169558 0.18304416 0.20901519
#>  17: CL00012_cellline_CA_tissue_x_30 0.7755540 0.22444601 0.26336442
#>  18: CL00012_cellline_CA_tissue_x_30 0.5212853 0.47871472 0.56881144
#>  19: CL00012_cellline_CA_tissue_x_30 0.7463491 0.25365094 0.30161904
#>  20: CL00012_cellline_CA_tissue_x_30 0.7616189 0.23838111 0.28326524
#>  21: CL00013_cellline_DA_tissue_x_34 0.7992747 0.20072525 0.23709408
#>  22: CL00013_cellline_DA_tissue_x_34 0.4668574 0.53314262 0.61173591
#>  23: CL00013_cellline_DA_tissue_x_34 0.7261649 0.27383514 0.32331797
#>  24: CL00013_cellline_DA_tissue_x_34 0.7151504 0.28484957 0.33700199
#>  25: CL00013_cellline_DA_tissue_x_34 0.6956589 0.30434108 0.36205275
#>  26: CL00013_cellline_DA_tissue_x_34 0.6779461 0.32205391 0.38244556
#>  27: CL00013_cellline_DA_tissue_x_34 0.9838111 0.01618889 0.01618889
#>  28: CL00013_cellline_DA_tissue_x_34 0.5806643 0.41933574 0.49233133
#>  29: CL00013_cellline_DA_tissue_x_34 0.8776200 0.12238003 0.14379727
#>  30: CL00013_cellline_DA_tissue_x_34 0.6609849 0.33901514 0.39942016
#>  31: CL00014_cellline_EA_tissue_x_38 0.8710149 0.12898507 0.15337431
#>  32: CL00014_cellline_EA_tissue_x_38 0.9173053 0.08269470 0.09639032
#>  33: CL00014_cellline_EA_tissue_x_38 0.8778150 0.12218503 0.14245939
#>  34: CL00014_cellline_EA_tissue_x_38 0.9437698 0.05623016 0.06647635
#>  35: CL00014_cellline_EA_tissue_x_38 0.7144618 0.28553821 0.33774750
#>  36: CL00014_cellline_EA_tissue_x_38 0.8874428 0.11255721 0.13302031
#>  37: CL00014_cellline_EA_tissue_x_38 0.9883815 0.01161852 0.01161852
#>  38: CL00014_cellline_EA_tissue_x_38 0.7852841 0.21471593 0.25298214
#>  39: CL00014_cellline_EA_tissue_x_38 0.8700763 0.12992370 0.15434173
#>  40: CL00014_cellline_EA_tissue_x_38 0.5865688 0.41343121 0.47176921
#>  41: CL00015_cellline_FA_tissue_x_42 0.4828015 0.51719847 0.60667873
#>  42: CL00015_cellline_FA_tissue_x_42 0.6425053 0.35749468 0.41943708
#>  43: CL00015_cellline_FA_tissue_x_42 0.3805017 0.61949830 0.71885082
#>  44: CL00015_cellline_FA_tissue_x_42 0.2977827 0.70221726 0.76597220
#>  45: CL00015_cellline_FA_tissue_x_42 0.8375294 0.16247062 0.19070324
#>  46: CL00015_cellline_FA_tissue_x_42 0.5962853 0.40371474 0.47449665
#>  47: CL00015_cellline_FA_tissue_x_42 0.4657079 0.53429209 0.61134861
#>  48: CL00015_cellline_FA_tissue_x_42 0.7549529 0.24504707 0.28487547
#>  49: CL00015_cellline_FA_tissue_x_42 0.8372120 0.16278796 0.18968302
#>  50: CL00015_cellline_FA_tissue_x_42 0.2524798 0.74752018 0.88177300
#>  51: CL00016_cellline_GB_tissue_y_46 0.1021560 0.89784398 0.97368081
#>  52: CL00016_cellline_GB_tissue_y_46 0.3319590 0.66804098 0.79488065
#>  53: CL00016_cellline_GB_tissue_y_46 0.2102313 0.78976874 0.90450614
#>  54: CL00016_cellline_GB_tissue_y_46 0.2100452 0.78995479 0.88824111
#>  55: CL00016_cellline_GB_tissue_y_46 0.3146779 0.68532206 0.81208812
#>  56: CL00016_cellline_GB_tissue_y_46 0.2311182 0.76888180 0.84899908
#>  57: CL00016_cellline_GB_tissue_y_46 0.2364875 0.76351250 0.88498708
#>  58: CL00016_cellline_GB_tissue_y_46 0.3235937 0.67640628 0.79810483
#>  59: CL00016_cellline_GB_tissue_y_46 0.4821997 0.51780026 0.60821155
#>  60: CL00016_cellline_GB_tissue_y_46 0.6425491 0.35745090 0.42057145
#>  61: CL00017_cellline_HB_tissue_y_50 0.4403251 0.55967489 0.66129430
#>  62: CL00017_cellline_HB_tissue_y_50 0.3158261 0.68417394 0.79476913
#>  63: CL00017_cellline_HB_tissue_y_50 0.3117162 0.68828381 0.81859408
#>  64: CL00017_cellline_HB_tissue_y_50 0.4144975 0.58550254 0.68838500
#>  65: CL00017_cellline_HB_tissue_y_50 0.5330401 0.46695992 0.55422115
#>  66: CL00017_cellline_HB_tissue_y_50 0.2753604 0.72463961 0.84954049
#>  67: CL00017_cellline_HB_tissue_y_50 0.2988946 0.70110537 0.81877562
#>  68: CL00017_cellline_HB_tissue_y_50 0.4775211 0.52247889 0.60461228
#>  69: CL00017_cellline_HB_tissue_y_50 0.4307934 0.56920661 0.65813446
#>  70: CL00017_cellline_HB_tissue_y_50 0.5740133 0.42598675 0.50486302
#>  71: CL00018_cellline_IB_tissue_y_54 0.1817987 0.81820132 0.91385902
#>  72: CL00018_cellline_IB_tissue_y_54 0.4557736 0.54422640 0.64062126
#>  73: CL00018_cellline_IB_tissue_y_54 0.3473656 0.65263436 0.75662897
#>  74: CL00018_cellline_IB_tissue_y_54 0.3722520 0.62774797 0.74215883
#>  75: CL00018_cellline_IB_tissue_y_54 0.3820939 0.61790607 0.72975315
#>  76: CL00018_cellline_IB_tissue_y_54 0.4088002 0.59119981 0.67444555
#>  77: CL00018_cellline_IB_tissue_y_54 0.3086007 0.69139927 0.81546273
#>  78: CL00018_cellline_IB_tissue_y_54 0.4906996 0.50930040 0.59207687
#>  79: CL00018_cellline_IB_tissue_y_54 0.4496388 0.55036124 0.63963532
#>  80: CL00018_cellline_IB_tissue_y_54 0.5613320 0.43866803 0.51481053
#>  81: CL00019_cellline_JB_tissue_z_58 0.7645125 0.23548748 0.27674936
#>  82: CL00019_cellline_JB_tissue_z_58 0.7799746 0.22002537 0.25385986
#>  83: CL00019_cellline_JB_tissue_z_58 0.7029485 0.29705152 0.32948401
#>  84: CL00019_cellline_JB_tissue_z_58 0.7566058 0.24339421 0.26629466
#>  85: CL00019_cellline_JB_tissue_z_58 0.8388170 0.16118297 0.18043264
#>  86: CL00019_cellline_JB_tissue_z_58 0.7862239 0.21377605 0.24324624
#>  87: CL00019_cellline_JB_tissue_z_58 0.8640795 0.13592048 0.15119347
#>  88: CL00019_cellline_JB_tissue_z_58 0.7614460 0.23855403 0.26963522
#>  89: CL00019_cellline_JB_tissue_z_58 0.8471580 0.15284198 0.16513000
#>  90: CL00019_cellline_JB_tissue_z_58 0.6842658 0.31573420 0.35272441
#>  91: CL00020_cellline_KB_tissue_z_62 0.6737095 0.32629051 0.38341599
#>  92: CL00020_cellline_KB_tissue_z_62 0.5683750 0.43162499 0.49907540
#>  93: CL00020_cellline_KB_tissue_z_62 0.3916886 0.60831136 0.71651338
#>  94: CL00020_cellline_KB_tissue_z_62 0.4519141 0.54808592 0.64651950
#>  95: CL00020_cellline_KB_tissue_z_62 0.5938560 0.40614404 0.46394440
#>  96: CL00020_cellline_KB_tissue_z_62 0.5525910 0.44740898 0.52483930
#>  97: CL00020_cellline_KB_tissue_z_62 0.3356482 0.66435184 0.78615325
#>  98: CL00020_cellline_KB_tissue_z_62 0.5045079 0.49549211 0.57777110
#>  99: CL00020_cellline_KB_tissue_z_62 0.5769999 0.42300010 0.47231044
#> 100: CL00020_cellline_KB_tissue_z_62 0.4117805 0.58821946 0.69005808
#>                                  cId      EC50      x_AOC       h RV
#>            GEC50     GR Max        ec50     GR Inf      GR 0     h GR     E Inf
#>            <num>      <num>       <num>      <num>     <num>    <num>     <num>
#>   1: 0.007253171 0.32793333 0.003795893 0.34682665 1.0000000 1.827031 0.9924695
#>   2: 0.005655581 0.27413333 0.003962986 0.28319787 1.0000000 2.349599 0.9958511
#>   3:         Inf 0.70636667 0.016546380 0.71001484 1.0000000 3.159939 0.9918874
#>   4:         Inf 0.67963333 0.003304929 0.68717703 1.0000000 2.869796 0.9788260
#>   5:         Inf 0.50873333 0.004129702 0.51907021 1.0000000 3.829228 0.9978624
#>   6:         Inf 0.86246667 0.023423073 0.87074092 1.0000000 1.396984 0.9622053
#>   7:         Inf 0.59466667 0.002397623 0.62344087 1.0000000 2.285910 0.9796018
#>   8:         Inf 0.56796667 0.008060179 0.55098117 1.0000000 2.239456 0.9917851
#>   9:         Inf 0.72036667 0.031276165 0.71953596 1.0000000 2.336379 0.9894868
#>  10: 0.019384886 0.07090000 0.018136158 0.07568110 1.0000000 2.464822 0.9985658
#>  11:         Inf 0.63853333 0.004774753 0.62816339 1.0000000 2.919115 0.9767620
#>  12: 0.003821711 0.27726667 0.003008201 0.31309370 1.0000000 4.111036 0.9952426
#>  13:         Inf 0.87040000 0.008254080 0.88286917 1.0000000 5.000000 0.8541039
#>  14:         Inf 0.77096667 0.003354506 0.75408088 1.0000000 5.000000 0.9832682
#>  15:         Inf 0.80546667 0.007866347 0.80517426 1.0000000 2.241526 0.9725466
#>  16:         Inf 0.76806667 0.003815689 0.78433529 1.0000000 2.178830 0.9569420
#>  17:         Inf 0.64960000 0.025909149 0.65208728 1.0000000 2.036162 0.9968137
#>  18: 0.015334114 0.35873333 0.009338353 0.36576263 1.0000000 2.651473 0.9984890
#>  19:         Inf 0.65570000 0.010664967 0.65748115 1.0000000 2.703715 0.9917990
#>  20:         Inf 0.68473333 0.008285395 0.68946503 1.0000000 2.768447 0.9901512
#>  21:         Inf 0.69726667 0.018014759 0.70662235 1.0000000 2.255304 0.9949255
#>  22: 0.005175017 0.36916667 0.003431788 0.38161495 1.0000000 3.507307 0.9962628
#>  23:         Inf 0.60056667 0.017991972 0.59983667 1.0000000 2.193421 0.9909905
#>  24:         Inf 0.59763333 0.014539308 0.59720052 1.0000000 2.214172 0.9973294
#>  25:         Inf 0.59926667 0.007397397 0.60975201 1.0000000 3.069376 0.9934571
#>  26:         Inf 0.55096667 0.011148175 0.56228258 1.0000000 2.535963 0.9960204
#>  27:         Inf 0.97033333 0.000000000 0.98381111 0.9838111 0.000100 0.0000000
#>  28: 0.044349772 0.35713333 0.019771994 0.37777983 1.0000000 1.743888 0.9951205
#>  29:         Inf 0.82200000 0.023835769 0.81289660 1.0000000 2.039182 0.9729143
#>  30:         Inf 0.55890000 0.007078033 0.56771316 1.0000000 2.322658 0.9935786
#>  31:         Inf 0.82480000 0.007404640 0.83458186 1.0000000 3.013686 0.9253169
#>  32:         Inf 0.84193333 0.038642612 0.86268158 1.0000000 5.000000 0.9442965
#>  33:         Inf 0.78713333 0.038237333 0.79748718 1.0000000 5.000000 0.9908466
#>  34:         Inf 0.91773333 0.020858876 0.91588511 1.0000000 5.000000 0.8671881
#>  35:         Inf 0.64843333 0.005482997 0.64836791 1.0000000 3.372144 0.9971479
#>  36:         Inf 0.80563333 0.020762148 0.83175068 1.0000000 3.262119 0.9613882
#>  37:         Inf 0.97366667 0.000000000 0.98838148 0.9883815 0.000100 0.0000000
#>  38:         Inf 0.66726667 0.024503188 0.67026768 1.0000000 5.000000 0.9917875
#>  39:         Inf 0.83416667 0.008516796 0.83009341 1.0000000 2.706836 0.9367858
#>  40: 0.103693590 0.22530000 0.077874576 0.21531639 1.0000000 1.966991 0.9976196
#>  41: 0.010722078 0.33776667 0.006294304 0.35077573 1.0000000 2.270037 0.9991870
#>  42:         Inf 0.55923333 0.005301487 0.56156486 1.0000000 2.740291 0.9951004
#>  43: 0.006229871 0.23093333 0.004661971 0.25237654 1.0000000 2.423790 0.9933838
#>  44: 0.002756447 0.20110000 0.002085738 0.22629021 1.0000000 2.161036 0.9941359
#>  45:         Inf 0.77860000 0.007310403 0.79181981 1.0000000 2.065713 0.9820954
#>  46: 0.041965155 0.41790000 0.012099942 0.44418366 1.0000000 1.763005 0.9967096
#>  47: 0.005912214 0.36410000 0.003552790 0.37709397 1.0000000 2.755200 0.9964623
#>  48:         Inf 0.70263333 0.004561251 0.70521133 1.0000000 2.642410 0.9930514
#>  49:         Inf 0.76936667 0.012481407 0.77448135 1.0000000 1.432588 0.9629959
#>  50: 0.007884476 0.02790000 0.007623490 0.03706278 1.0000000 2.287981 0.9995991
#>  51: 0.001975139 0.01156667 0.001941693 0.02047816 1.0000000 2.448673 0.9992976
#>  52: 0.013697468 0.06936667 0.013030558 0.07094849 1.0000000 3.065907 0.9982225
#>  53: 0.003811979 0.06773333 0.003585337 0.07825779 1.0000000 2.776919 0.9969366
#>  54: 0.003197359 0.08630000 0.002932087 0.09935284 1.0000000 2.557727 0.9990998
#>  55: 0.014902515 0.01756667 0.014508564 0.03128655 1.0000000 2.411884 0.9989330
#>  56: 0.002887489 0.13533333 0.002461805 0.13678567 1.0000000 2.003949 0.9940489
#>  57: 0.005396956 0.06396667 0.005034691 0.06871316 1.0000000 2.127642 0.9977338
#>  58: 0.015444308 0.04450000 0.014793650 0.04081369 1.0000000 1.978326 0.9993449
#>  59: 0.032638339 0.17626667 0.027413659 0.18981432 1.0000000 2.736872 0.9994655
#>  60:         Inf 0.57070000 0.005350482 0.56115445 1.0000000 2.940905 0.9878645
#>  61: 0.023097263 0.17430000 0.019657332 0.17067228 1.0000000 2.589266 0.9980176
#>  62: 0.004922621 0.16046667 0.004218802 0.18540041 1.0000000 3.002839 0.9978019
#>  63: 0.010326282 0.07083333 0.009658844 0.08373933 1.0000000 2.743208 0.9966324
#>  64: 0.027637201 0.11686667 0.025274379 0.09621464 1.0000000 2.391418 0.9979799
#>  65: 0.019427772 0.34556667 0.011549019 0.36203554 1.0000000 2.475686 0.9965915
#>  66: 0.009224850 0.05420000 0.008730319 0.04790721 1.0000000 1.827993 0.9990550
#>  67: 0.007990484 0.08710000 0.007043304 0.10560283 1.0000000 1.880336 0.9988034
#>  68: 0.054323446 0.07786667 0.049549089 0.09209706 1.0000000 2.213005 0.9983842
#>  69: 0.008297512 0.29680000 0.005151240 0.30315714 1.0000000 1.955457 0.9958787
#>  70: 0.028380166 0.37660000 0.016287291 0.38712847 1.0000000 2.680251 0.9975327
#>  71: 0.003121891 0.06380000 0.002908151 0.06403699 1.0000000 1.932432 0.9991981
#>  72: 0.015278400 0.26503333 0.010185821 0.26943207 1.0000000 1.909176 0.9995183
#>  73: 0.007000949 0.19893333 0.005440592 0.19547452 1.0000000 1.966440 0.9994474
#>  74: 0.010133991 0.19443333 0.008351180 0.18112340 1.0000000 2.324659 0.9966253
#>  75: 0.022055538 0.08350000 0.020776435 0.07624990 1.0000000 2.769539 0.9992905
#>  76: 0.007029613 0.29376667 0.004287339 0.29150899 1.0000000 1.769006 0.9973898
#>  77: 0.013769074 0.02206667 0.013254560 0.03556904 1.0000000 1.937726 0.9990756
#>  78: 0.047179141 0.14253333 0.037914493 0.15699796 1.0000000 1.723879 0.9986513
#>  79: 0.045215408 0.05843333 0.043031281 0.06820615 1.0000000 2.962191 0.9993880
#>  80: 0.042486343 0.29903333 0.025152816 0.32334398 1.0000000 1.984697 0.9960406
#>  81:         Inf 0.65316667 0.019245011 0.65209837 1.0000000 1.796886 0.9981400
#>  82:         Inf 0.59670000 0.055689068 0.60914083 1.0000000 2.665200 0.9969579
#>  83: 0.295080096 0.30650000 0.158198620 0.34093110 1.0000000 1.837149 0.9963409
#>  84: 0.413743153 0.41173333 0.206332658 0.42342449 1.0000000 2.696824 0.9985293
#>  85:         Inf 0.65686667 0.129212028 0.65883941 1.0000000 2.006733 0.9949262
#>  86:         Inf 0.56523333 0.085602158 0.58627595 1.0000000 3.117706 0.9948828
#>  87:         Inf 0.68853333 0.149067206 0.70263542 1.0000000 3.578535 0.9913418
#>  88:         Inf 0.52300000 0.102208367 0.52064083 1.0000000 2.321359 0.9918926
#>  89:         Inf 0.61000000 0.256158972 0.61685311 1.0000000 2.023378 0.9948254
#>  90: 0.236075692 0.30246667 0.135223132 0.32473738 1.0000000 1.881323 0.9969943
#>  91:         Inf 0.52713333 0.013128583 0.54530841 1.0000000 1.733740 0.9968381
#>  92: 0.070162438 0.22003333 0.050619652 0.24695917 1.0000000 2.086104 0.9970699
#>  93: 0.010695136 0.21133333 0.008294007 0.20699055 1.0000000 2.101833 0.9960998
#>  94: 0.025509994 0.18053333 0.021456873 0.17635164 1.0000000 2.513797 0.9988743
#>  95: 0.102279380 0.20620000 0.075806992 0.23335970 1.0000000 2.099067 0.9968471
#>  96: 0.039032319 0.28623333 0.029513143 0.29115866 1.0000000 3.122947 0.9976141
#>  97: 0.012891906 0.08013333 0.011778656 0.08958619 1.0000000 2.186258 0.9990599
#>  98: 0.045034344 0.20156667 0.035484367 0.18949638 1.0000000 1.998935 0.9961207
#>  99: 0.150209032 0.07513333 0.137152296 0.09235428 1.0000000 2.245643 0.9988156
#> 100: 0.027440547 0.08603333 0.024485958 0.09662172 1.0000000 1.884916 0.9986615
#>            GEC50     GR Max        ec50     GR Inf      GR 0     h GR     E Inf
#>           p_value          rss         E0               fit_type Concentration
#>             <num>        <num>      <num>                 <char>         <num>
#>   1: 3.705769e-08 0.0027788222 0.02424423 DRC3pHillFitModelFixS0             1
#>   2: 4.600131e-09 0.0021823404 0.02195104 DRC3pHillFitModelFixS0             1
#>   3: 4.809026e-08 0.0011623407 0.02315049 DRC3pHillFitModelFixS0             1
#>   4: 1.381366e-06 0.0018580999 0.02433754 DRC3pHillFitModelFixS0             1
#>   5: 4.515583e-10 0.0006002563 0.02914251 DRC3pHillFitModelFixS0             1
#>   6: 1.049565e-05 0.0010089336 0.03095134 DRC3pHillFitModelFixS0             1
#>   7: 1.212200e-06 0.0021497125 0.02851709 DRC3pHillFitModelFixS0             1
#>   8: 5.024614e-08 0.0022433269 0.02120201 DRC3pHillFitModelFixS0             1
#>   9: 1.191422e-07 0.0014484927 0.02368805 DRC3pHillFitModelFixS0             1
#>  10: 1.117095e-10 0.0020514821 0.02467602 DRC3pHillFitModelFixS0             1
#>  11: 1.912923e-06 0.0042266456 0.02026923 DRC3pHillFitModelFixS0             1
#>  12: 7.426431e-09 0.0021879035 0.02564250 DRC3pHillFitModelFixS0             1
#>  13: 1.186186e-03 0.0023608040 0.03624754 DRC3pHillFitModelFixS0             1
#>  14: 6.059013e-07 0.0010166387 0.02462014 DRC3pHillFitModelFixS0             1
#>  15: 3.428366e-06 0.0013962272 0.02581034 DRC3pHillFitModelFixS0             1
#>  16: 1.656493e-05 0.0022229434 0.02491576 DRC3pHillFitModelFixS0             1
#>  17: 1.825950e-09 0.0006398224 0.03482572 DRC3pHillFitModelFixS0             1
#>  18: 1.340914e-10 0.0008475955 0.02606777 DRC3pHillFitModelFixS0             1
#>  19: 4.995008e-08 0.0014512290 0.02352835 DRC3pHillFitModelFixS0             1
#>  20: 9.480595e-08 0.0014125688 0.02706624 DRC3pHillFitModelFixS0             1
#>  21: 9.308666e-09 0.0007114611 0.02403599 DRC3pHillFitModelFixS0             1
#>  22: 3.190785e-09 0.0015119310 0.02698012 DRC3pHillFitModelFixS0             1
#>  23: 6.941415e-08 0.0023665643 0.02577172 DRC3pHillFitModelFixS0             1
#>  24: 9.843622e-10 0.0006363358 0.02525688 DRC3pHillFitModelFixS0             1
#>  25: 2.265652e-08 0.0013783062 0.02269828 DRC3pHillFitModelFixS0             1
#>  26: 3.976072e-09 0.0011374563 0.02402262 DRC3pHillFitModelFixS0             1
#>  27: 4.979239e-01 0.0029436207 0.02620160   DRCConstantFitResult             1
#>  28: 8.115446e-09 0.0027937482 0.02903764 DRC3pHillFitModelFixS0             1
#>  29: 3.270314e-06 0.0015619403 0.02427360 DRC3pHillFitModelFixS0             1
#>  30: 2.121800e-08 0.0015913349 0.02469797 DRC3pHillFitModelFixS0             1
#>  31: 1.138357e-04 0.0040117584 0.02546309 DRC3pHillFitModelFixS0             1
#>  32: 4.079327e-05 0.0022454435 0.03159417 DRC3pHillFitModelFixS0             1
#>  33: 7.337283e-08 0.0007607914 0.02897195 DRC3pHillFitModelFixS0             1
#>  34: 8.537470e-04 0.0032197577 0.02385616 DRC3pHillFitModelFixS0             1
#>  35: 1.238942e-09 0.0004630470 0.02145847 DRC3pHillFitModelFixS0             1
#>  36: 1.131147e-05 0.0018341727 0.02696312 DRC3pHillFitModelFixS0             1
#>  37: 3.003192e-01 0.0034434491 0.02670075   DRCConstantFitResult             1
#>  38: 5.019502e-08 0.0015741830 0.02216258 DRC3pHillFitModelFixS0             1
#>  39: 6.351119e-05 0.0023356139 0.02237141 DRC3pHillFitModelFixS0             1
#>  40: 6.580954e-10 0.0026451685 0.03512306 DRC3pHillFitModelFixS0             1
#>  41: 1.532058e-11 0.0004309408 0.02583750 DRC3pHillFitModelFixS0             1
#>  42: 8.232852e-09 0.0011916253 0.02329129 DRC3pHillFitModelFixS0             1
#>  43: 2.355796e-08 0.0039254874 0.02481987 DRC3pHillFitModelFixS0             1
#>  44: 1.544166e-08 0.0022236840 0.02302050 DRC3pHillFitModelFixS0             1
#>  45: 7.680224e-07 0.0010163372 0.02911082 DRC3pHillFitModelFixS0             1
#>  46: 2.043397e-09 0.0014121632 0.02750852 DRC3pHillFitModelFixS0             1
#>  47: 2.633342e-09 0.0013740389 0.01788683 DRC3pHillFitModelFixS0             1
#>  48: 2.796599e-08 0.0007360079 0.03663836 DRC3pHillFitModelFixS0             1
#>  49: 9.747072e-06 0.0024229473 0.01589380 DRC3pHillFitModelFixS0             1
#>  50: 1.290124e-12 0.0004814205 0.02605429 DRC3pHillFitModelFixS0             1
#>  51: 9.185549e-12 0.0004198723 0.01347179 DRC3pHillFitModelFixS0             1
#>  52: 2.367642e-10 0.0023752601 0.02166174 DRC3pHillFitModelFixS0             1
#>  53: 1.591078e-09 0.0027166839 0.02379256 DRC3pHillFitModelFixS0             1
#>  54: 2.188336e-11 0.0006322521 0.02440520 DRC3pHillFitModelFixS0             1
#>  55: 3.968447e-11 0.0015443091 0.02854761 DRC3pHillFitModelFixS0             1
#>  56: 1.625854e-08 0.0030714525 0.02768624 DRC3pHillFitModelFixS0             1
#>  57: 5.540498e-10 0.0021463145 0.02021322 DRC3pHillFitModelFixS0             1
#>  58: 7.196834e-12 0.0008883295 0.02920943 DRC3pHillFitModelFixS0             1
#>  59: 3.530406e-12 0.0006289186 0.02246907 DRC3pHillFitModelFixS0             1
#>  60: 1.968793e-07 0.0028158117 0.02061972 DRC3pHillFitModelFixS0             1
#>  61: 3.468423e-10 0.0024284335 0.02328919 DRC3pHillFitModelFixS0             1
#>  62: 4.979588e-10 0.0016845191 0.02727108 DRC3pHillFitModelFixS0             1
#>  63: 2.216266e-09 0.0042541545 0.02529924 DRC3pHillFitModelFixS0             1
#>  64: 3.705174e-10 0.0027829406 0.02494556 DRC3pHillFitModelFixS0             1
#>  65: 2.311928e-09 0.0021365407 0.02789728 DRC3pHillFitModelFixS0             1
#>  66: 2.594026e-11 0.0010823145 0.03555896 DRC3pHillFitModelFixS0             1
#>  67: 5.926379e-11 0.0011411900 0.02594352 DRC3pHillFitModelFixS0             1
#>  68: 1.695655e-10 0.0024649969 0.02468871 DRC3pHillFitModelFixS0             1
#>  69: 4.494010e-09 0.0021801892 0.02364677 DRC3pHillFitModelFixS0             1
#>  70: 7.461140e-10 0.0015856291 0.02115656 DRC3pHillFitModelFixS0             1
#>  71: 1.460497e-11 0.0005404075 0.02845357 DRC3pHillFitModelFixS0             1
#>  72: 2.452621e-12 0.0003467009 0.02094491 DRC3pHillFitModelFixS0             1
#>  73: 3.967682e-12 0.0004025462 0.03261254 DRC3pHillFitModelFixS0             1
#>  74: 2.232695e-09 0.0029765716 0.01687243 DRC3pHillFitModelFixS0             1
#>  75: 9.514306e-12 0.0010395275 0.02890447 DRC3pHillFitModelFixS0             1
#>  76: 9.085852e-10 0.0012150473 0.02575115 DRC3pHillFitModelFixS0             1
#>  77: 2.401496e-11 0.0012638360 0.02401299 DRC3pHillFitModelFixS0             1
#>  78: 9.008741e-11 0.0015699934 0.03358047 DRC3pHillFitModelFixS0             1
#>  79: 5.670183e-12 0.0010056258 0.02405125 DRC3pHillFitModelFixS0             1
#>  80: 3.905880e-09 0.0029102882 0.03048010 DRC3pHillFitModelFixS0             1
#>  81: 2.775246e-10 0.0003485312 0.02875185 DRC3pHillFitModelFixS0             1
#>  82: 1.552798e-09 0.0009178606 0.02807435 DRC3pHillFitModelFixS0             1
#>  83: 2.963407e-09 0.0027780381 0.02321208 DRC3pHillFitModelFixS0             1
#>  84: 1.219970e-10 0.0009193400 0.03321846 DRC3pHillFitModelFixS0             1
#>  85: 9.303663e-09 0.0010726159 0.02970061 DRC3pHillFitModelFixS0             1
#>  86: 9.585348e-09 0.0017207801 0.02613007 DRC3pHillFitModelFixS0             1
#>  87: 6.039404e-08 0.0016026034 0.03144202 DRC3pHillFitModelFixS0             1
#>  88: 4.798189e-08 0.0037064480 0.02837621 DRC3pHillFitModelFixS0             1
#>  89: 9.967103e-09 0.0013976276 0.03160124 DRC3pHillFitModelFixS0             1
#>  90: 1.488693e-09 0.0025492991 0.01994518 DRC3pHillFitModelFixS0             1
#>  91: 1.777626e-09 0.0009436559 0.02358830 DRC3pHillFitModelFixS0             1
#>  92: 1.361674e-09 0.0029342522 0.02633392 DRC3pHillFitModelFixS0             1
#>  93: 3.705262e-09 0.0032832350 0.02144606 DRC3pHillFitModelFixS0             1
#>  94: 4.786781e-11 0.0013274649 0.03026998 DRC3pHillFitModelFixS0             1
#>  95: 1.759891e-09 0.0035472702 0.02618347 DRC3pHillFitModelFixS0             1
#>  96: 6.634336e-10 0.0023287486 0.01817215 DRC3pHillFitModelFixS0             1
#>  97: 2.547129e-11 0.0011386370 0.02235921 DRC3pHillFitModelFixS0             1
#>  98: 3.636093e-09 0.0042739653 0.02298094 DRC3pHillFitModelFixS0             1
#>  99: 5.718652e-11 0.0018424204 0.03151223 DRC3pHillFitModelFixS0             1
#> 100: 8.773134e-11 0.0018446214 0.03335063 DRC3pHillFitModelFixS0             1
#>           p_value          rss         E0               fit_type Concentration
#>      N_conc normalization_type fit_source Gnumber Drug MOA Duration    clid
#>       <int>             <char>     <char>  <char>   <char>    <num>  <char>
#>   1:      9                 RV        gDR  G00002    moa_A       72 CL00011
#>   2:      9                 RV        gDR  G00003    moa_A       72 CL00011
#>   3:      9                 RV        gDR  G00004    moa_A       72 CL00011
#>   4:      9                 RV        gDR  G00005    moa_A       72 CL00011
#>   5:      9                 RV        gDR  G00006    moa_A       72 CL00011
#>   6:      9                 RV        gDR  G00007    moa_A       72 CL00011
#>   7:      9                 RV        gDR  G00008    moa_A       72 CL00011
#>   8:      9                 RV        gDR  G00009    moa_A       72 CL00011
#>   9:      9                 RV        gDR  G00010    moa_A       72 CL00011
#>  10:      9                 RV        gDR  G00011    moa_B       72 CL00011
#>  11:      9                 RV        gDR  G00002    moa_A       72 CL00012
#>  12:      9                 RV        gDR  G00003    moa_A       72 CL00012
#>  13:      9                 RV        gDR  G00004    moa_A       72 CL00012
#>  14:      9                 RV        gDR  G00005    moa_A       72 CL00012
#>  15:      9                 RV        gDR  G00006    moa_A       72 CL00012
#>  16:      9                 RV        gDR  G00007    moa_A       72 CL00012
#>  17:      9                 RV        gDR  G00008    moa_A       72 CL00012
#>  18:      9                 RV        gDR  G00009    moa_A       72 CL00012
#>  19:      9                 RV        gDR  G00010    moa_A       72 CL00012
#>  20:      9                 RV        gDR  G00011    moa_B       72 CL00012
#>  21:      9                 RV        gDR  G00002    moa_A       72 CL00013
#>  22:      9                 RV        gDR  G00003    moa_A       72 CL00013
#>  23:      9                 RV        gDR  G00004    moa_A       72 CL00013
#>  24:      9                 RV        gDR  G00005    moa_A       72 CL00013
#>  25:      9                 RV        gDR  G00006    moa_A       72 CL00013
#>  26:      9                 RV        gDR  G00007    moa_A       72 CL00013
#>  27:      9                 RV        gDR  G00008    moa_A       72 CL00013
#>  28:      9                 RV        gDR  G00009    moa_A       72 CL00013
#>  29:      9                 RV        gDR  G00010    moa_A       72 CL00013
#>  30:      9                 RV        gDR  G00011    moa_B       72 CL00013
#>  31:      9                 RV        gDR  G00002    moa_A       72 CL00014
#>  32:      9                 RV        gDR  G00003    moa_A       72 CL00014
#>  33:      9                 RV        gDR  G00004    moa_A       72 CL00014
#>  34:      9                 RV        gDR  G00005    moa_A       72 CL00014
#>  35:      9                 RV        gDR  G00006    moa_A       72 CL00014
#>  36:      9                 RV        gDR  G00007    moa_A       72 CL00014
#>  37:      9                 RV        gDR  G00008    moa_A       72 CL00014
#>  38:      9                 RV        gDR  G00009    moa_A       72 CL00014
#>  39:      9                 RV        gDR  G00010    moa_A       72 CL00014
#>  40:      9                 RV        gDR  G00011    moa_B       72 CL00014
#>  41:      9                 RV        gDR  G00002    moa_A       72 CL00015
#>  42:      9                 RV        gDR  G00003    moa_A       72 CL00015
#>  43:      9                 RV        gDR  G00004    moa_A       72 CL00015
#>  44:      9                 RV        gDR  G00005    moa_A       72 CL00015
#>  45:      9                 RV        gDR  G00006    moa_A       72 CL00015
#>  46:      9                 RV        gDR  G00007    moa_A       72 CL00015
#>  47:      9                 RV        gDR  G00008    moa_A       72 CL00015
#>  48:      9                 RV        gDR  G00009    moa_A       72 CL00015
#>  49:      9                 RV        gDR  G00010    moa_A       72 CL00015
#>  50:      9                 RV        gDR  G00011    moa_B       72 CL00015
#>  51:      9                 RV        gDR  G00002    moa_A       72 CL00016
#>  52:      9                 RV        gDR  G00003    moa_A       72 CL00016
#>  53:      9                 RV        gDR  G00004    moa_A       72 CL00016
#>  54:      9                 RV        gDR  G00005    moa_A       72 CL00016
#>  55:      9                 RV        gDR  G00006    moa_A       72 CL00016
#>  56:      9                 RV        gDR  G00007    moa_A       72 CL00016
#>  57:      9                 RV        gDR  G00008    moa_A       72 CL00016
#>  58:      9                 RV        gDR  G00009    moa_A       72 CL00016
#>  59:      9                 RV        gDR  G00010    moa_A       72 CL00016
#>  60:      9                 RV        gDR  G00011    moa_B       72 CL00016
#>  61:      9                 RV        gDR  G00002    moa_A       72 CL00017
#>  62:      9                 RV        gDR  G00003    moa_A       72 CL00017
#>  63:      9                 RV        gDR  G00004    moa_A       72 CL00017
#>  64:      9                 RV        gDR  G00005    moa_A       72 CL00017
#>  65:      9                 RV        gDR  G00006    moa_A       72 CL00017
#>  66:      9                 RV        gDR  G00007    moa_A       72 CL00017
#>  67:      9                 RV        gDR  G00008    moa_A       72 CL00017
#>  68:      9                 RV        gDR  G00009    moa_A       72 CL00017
#>  69:      9                 RV        gDR  G00010    moa_A       72 CL00017
#>  70:      9                 RV        gDR  G00011    moa_B       72 CL00017
#>  71:      9                 RV        gDR  G00002    moa_A       72 CL00018
#>  72:      9                 RV        gDR  G00003    moa_A       72 CL00018
#>  73:      9                 RV        gDR  G00004    moa_A       72 CL00018
#>  74:      9                 RV        gDR  G00005    moa_A       72 CL00018
#>  75:      9                 RV        gDR  G00006    moa_A       72 CL00018
#>  76:      9                 RV        gDR  G00007    moa_A       72 CL00018
#>  77:      9                 RV        gDR  G00008    moa_A       72 CL00018
#>  78:      9                 RV        gDR  G00009    moa_A       72 CL00018
#>  79:      9                 RV        gDR  G00010    moa_A       72 CL00018
#>  80:      9                 RV        gDR  G00011    moa_B       72 CL00018
#>  81:      9                 RV        gDR  G00002    moa_A       72 CL00019
#>  82:      9                 RV        gDR  G00003    moa_A       72 CL00019
#>  83:      9                 RV        gDR  G00004    moa_A       72 CL00019
#>  84:      9                 RV        gDR  G00005    moa_A       72 CL00019
#>  85:      9                 RV        gDR  G00006    moa_A       72 CL00019
#>  86:      9                 RV        gDR  G00007    moa_A       72 CL00019
#>  87:      9                 RV        gDR  G00008    moa_A       72 CL00019
#>  88:      9                 RV        gDR  G00009    moa_A       72 CL00019
#>  89:      9                 RV        gDR  G00010    moa_A       72 CL00019
#>  90:      9                 RV        gDR  G00011    moa_B       72 CL00019
#>  91:      9                 RV        gDR  G00002    moa_A       72 CL00020
#>  92:      9                 RV        gDR  G00003    moa_A       72 CL00020
#>  93:      9                 RV        gDR  G00004    moa_A       72 CL00020
#>  94:      9                 RV        gDR  G00005    moa_A       72 CL00020
#>  95:      9                 RV        gDR  G00006    moa_A       72 CL00020
#>  96:      9                 RV        gDR  G00007    moa_A       72 CL00020
#>  97:      9                 RV        gDR  G00008    moa_A       72 CL00020
#>  98:      9                 RV        gDR  G00009    moa_A       72 CL00020
#>  99:      9                 RV        gDR  G00010    moa_A       72 CL00020
#> 100:      9                 RV        gDR  G00011    moa_B       72 CL00020
#>      N_conc normalization_type fit_source Gnumber Drug MOA Duration    clid
#>        Tissue ReferenceDivisionTime      GR50      IC50     E Max  GR value
#>        <char>                 <num>     <num>     <num>     <num>     <num>
#>   1: tissue_x                    26 0.4466890 0.4466890 0.4466890 0.4466890
#>   2: tissue_x                    26 0.3939872 0.3939872 0.3939872 0.3939872
#>   3: tissue_x                    26 0.7989283 0.7989283 0.7989283 0.7989283
#>   4: tissue_x                    26 0.7292519 0.7292519 0.7292519 0.7292519
#>   5: tissue_x                    26 0.5948205 0.5948205 0.5948205 0.5948205
#>   6: tissue_x                    26 0.9153135 0.9153135 0.9153135 0.9153135
#>   7: tissue_x                    26 0.6627378 0.6627378 0.6627378 0.6627378
#>   8: tissue_x                    26 0.6541186 0.6541186 0.6541186 0.6541186
#>   9: tissue_x                    26 0.8247285 0.8247285 0.8247285 0.8247285
#>  10: tissue_x                    26 0.3682302 0.3682302 0.3682302 0.3682302
#>  11: tissue_x                    30 0.6926178 0.6926178 0.6926178 0.6926178
#>  12: tissue_x                    30 0.3979780 0.3979780 0.3979780 0.3979780
#>  13: tissue_x                    30 0.9100259 0.9100259 0.9100259 0.9100259
#>  14: tissue_x                    30 0.7873037 0.7873037 0.7873037 0.7873037
#>  15: tissue_x                    30 0.8494189 0.8494189 0.8494189 0.8494189
#>  16: tissue_x                    30 0.8169558 0.8169558 0.8169558 0.8169558
#>  17: tissue_x                    30 0.7755540 0.7755540 0.7755540 0.7755540
#>  18: tissue_x                    30 0.5212853 0.5212853 0.5212853 0.5212853
#>  19: tissue_x                    30 0.7463491 0.7463491 0.7463491 0.7463491
#>  20: tissue_x                    30 0.7616189 0.7616189 0.7616189 0.7616189
#>  21: tissue_x                    34 0.7992747 0.7992747 0.7992747 0.7992747
#>  22: tissue_x                    34 0.4668574 0.4668574 0.4668574 0.4668574
#>  23: tissue_x                    34 0.7261649 0.7261649 0.7261649 0.7261649
#>  24: tissue_x                    34 0.7151504 0.7151504 0.7151504 0.7151504
#>  25: tissue_x                    34 0.6956589 0.6956589 0.6956589 0.6956589
#>  26: tissue_x                    34 0.6779461 0.6779461 0.6779461 0.6779461
#>  27: tissue_x                    34 0.9838111 0.9838111 0.9838111 0.9838111
#>  28: tissue_x                    34 0.5806643 0.5806643 0.5806643 0.5806643
#>  29: tissue_x                    34 0.8776200 0.8776200 0.8776200 0.8776200
#>  30: tissue_x                    34 0.6609849 0.6609849 0.6609849 0.6609849
#>  31: tissue_x                    38 0.8710149 0.8710149 0.8710149 0.8710149
#>  32: tissue_x                    38 0.9173053 0.9173053 0.9173053 0.9173053
#>  33: tissue_x                    38 0.8778150 0.8778150 0.8778150 0.8778150
#>  34: tissue_x                    38 0.9437698 0.9437698 0.9437698 0.9437698
#>  35: tissue_x                    38 0.7144618 0.7144618 0.7144618 0.7144618
#>  36: tissue_x                    38 0.8874428 0.8874428 0.8874428 0.8874428
#>  37: tissue_x                    38 0.9883815 0.9883815 0.9883815 0.9883815
#>  38: tissue_x                    38 0.7852841 0.7852841 0.7852841 0.7852841
#>  39: tissue_x                    38 0.8700763 0.8700763 0.8700763 0.8700763
#>  40: tissue_x                    38 0.5865688 0.5865688 0.5865688 0.5865688
#>  41: tissue_x                    42 0.4828015 0.4828015 0.4828015 0.4828015
#>  42: tissue_x                    42 0.6425053 0.6425053 0.6425053 0.6425053
#>  43: tissue_x                    42 0.3805017 0.3805017 0.3805017 0.3805017
#>  44: tissue_x                    42 0.2977827 0.2977827 0.2977827 0.2977827
#>  45: tissue_x                    42 0.8375294 0.8375294 0.8375294 0.8375294
#>  46: tissue_x                    42 0.5962853 0.5962853 0.5962853 0.5962853
#>  47: tissue_x                    42 0.4657079 0.4657079 0.4657079 0.4657079
#>  48: tissue_x                    42 0.7549529 0.7549529 0.7549529 0.7549529
#>  49: tissue_x                    42 0.8372120 0.8372120 0.8372120 0.8372120
#>  50: tissue_x                    42 0.2524798 0.2524798 0.2524798 0.2524798
#>  51: tissue_y                    46 0.1021560 0.1021560 0.1021560 0.1021560
#>  52: tissue_y                    46 0.3319590 0.3319590 0.3319590 0.3319590
#>  53: tissue_y                    46 0.2102313 0.2102313 0.2102313 0.2102313
#>  54: tissue_y                    46 0.2100452 0.2100452 0.2100452 0.2100452
#>  55: tissue_y                    46 0.3146779 0.3146779 0.3146779 0.3146779
#>  56: tissue_y                    46 0.2311182 0.2311182 0.2311182 0.2311182
#>  57: tissue_y                    46 0.2364875 0.2364875 0.2364875 0.2364875
#>  58: tissue_y                    46 0.3235937 0.3235937 0.3235937 0.3235937
#>  59: tissue_y                    46 0.4821997 0.4821997 0.4821997 0.4821997
#>  60: tissue_y                    46 0.6425491 0.6425491 0.6425491 0.6425491
#>  61: tissue_y                    50 0.4403251 0.4403251 0.4403251 0.4403251
#>  62: tissue_y                    50 0.3158261 0.3158261 0.3158261 0.3158261
#>  63: tissue_y                    50 0.3117162 0.3117162 0.3117162 0.3117162
#>  64: tissue_y                    50 0.4144975 0.4144975 0.4144975 0.4144975
#>  65: tissue_y                    50 0.5330401 0.5330401 0.5330401 0.5330401
#>  66: tissue_y                    50 0.2753604 0.2753604 0.2753604 0.2753604
#>  67: tissue_y                    50 0.2988946 0.2988946 0.2988946 0.2988946
#>  68: tissue_y                    50 0.4775211 0.4775211 0.4775211 0.4775211
#>  69: tissue_y                    50 0.4307934 0.4307934 0.4307934 0.4307934
#>  70: tissue_y                    50 0.5740133 0.5740133 0.5740133 0.5740133
#>  71: tissue_y                    54 0.1817987 0.1817987 0.1817987 0.1817987
#>  72: tissue_y                    54 0.4557736 0.4557736 0.4557736 0.4557736
#>  73: tissue_y                    54 0.3473656 0.3473656 0.3473656 0.3473656
#>  74: tissue_y                    54 0.3722520 0.3722520 0.3722520 0.3722520
#>  75: tissue_y                    54 0.3820939 0.3820939 0.3820939 0.3820939
#>  76: tissue_y                    54 0.4088002 0.4088002 0.4088002 0.4088002
#>  77: tissue_y                    54 0.3086007 0.3086007 0.3086007 0.3086007
#>  78: tissue_y                    54 0.4906996 0.4906996 0.4906996 0.4906996
#>  79: tissue_y                    54 0.4496388 0.4496388 0.4496388 0.4496388
#>  80: tissue_y                    54 0.5613320 0.5613320 0.5613320 0.5613320
#>  81: tissue_z                    58 0.7645125 0.7645125 0.7645125 0.7645125
#>  82: tissue_z                    58 0.7799746 0.7799746 0.7799746 0.7799746
#>  83: tissue_z                    58 0.7029485 0.7029485 0.7029485 0.7029485
#>  84: tissue_z                    58 0.7566058 0.7566058 0.7566058 0.7566058
#>  85: tissue_z                    58 0.8388170 0.8388170 0.8388170 0.8388170
#>  86: tissue_z                    58 0.7862239 0.7862239 0.7862239 0.7862239
#>  87: tissue_z                    58 0.8640795 0.8640795 0.8640795 0.8640795
#>  88: tissue_z                    58 0.7614460 0.7614460 0.7614460 0.7614460
#>  89: tissue_z                    58 0.8471580 0.8471580 0.8471580 0.8471580
#>  90: tissue_z                    58 0.6842658 0.6842658 0.6842658 0.6842658
#>  91: tissue_z                    62 0.6737095 0.6737095 0.6737095 0.6737095
#>  92: tissue_z                    62 0.5683750 0.5683750 0.5683750 0.5683750
#>  93: tissue_z                    62 0.3916886 0.3916886 0.3916886 0.3916886
#>  94: tissue_z                    62 0.4519141 0.4519141 0.4519141 0.4519141
#>  95: tissue_z                    62 0.5938560 0.5938560 0.5938560 0.5938560
#>  96: tissue_z                    62 0.5525910 0.5525910 0.5525910 0.5525910
#>  97: tissue_z                    62 0.3356482 0.3356482 0.3356482 0.3356482
#>  98: tissue_z                    62 0.5045079 0.5045079 0.5045079 0.5045079
#>  99: tissue_z                    62 0.5769999 0.5769999 0.5769999 0.5769999
#> 100: tissue_z                    62 0.4117805 0.4117805 0.4117805 0.4117805
#>        Tissue ReferenceDivisionTime      GR50      IC50     E Max  GR value
#> 
#> $raw_data
#>                           rId                             cId     x_mean
#>                        <char>                          <char>      <num>
#>   1: G00002_drug_002_moa_A_72 CL00011_cellline_BA_tissue_x_26  0.4466890
#>   2: G00002_drug_002_moa_A_72 CL00011_cellline_BA_tissue_x_26  0.4729298
#>   3: G00003_drug_003_moa_A_72 CL00011_cellline_BA_tissue_x_26  0.3939872
#>   4: G00003_drug_003_moa_A_72 CL00011_cellline_BA_tissue_x_26  0.3932199
#>   5: G00004_drug_004_moa_A_72 CL00011_cellline_BA_tissue_x_26  0.7989283
#>  ---                                                                    
#> 196: G00009_drug_009_moa_A_72 CL00020_cellline_KB_tissue_z_62  0.0774842
#> 197: G00010_drug_010_moa_A_72 CL00020_cellline_KB_tissue_z_62  0.5769999
#> 198: G00010_drug_010_moa_A_72 CL00020_cellline_KB_tissue_z_62  0.1991504
#> 199: G00011_drug_011_moa_B_72 CL00020_cellline_KB_tissue_z_62  0.4117805
#> 200: G00011_drug_011_moa_B_72 CL00020_cellline_KB_tissue_z_62 -0.1148134
#>          x_AOC x_AOC_range        xc50       x_max        ec50       x_inf
#>          <num>       <num>       <num>       <num>       <num>       <num>
#>   1: 0.5533110   0.6277120 0.007253171  0.32793333 0.003795893  0.34682665
#>   2: 0.5270702   0.6048472 0.008956223  0.33660000 0.004512560  0.36516781
#>   3: 0.6060128   0.6954994 0.005655581  0.27413333 0.003962986  0.28319787
#>   4: 0.6067801   0.7027714 0.006591468  0.25136667 0.004714084  0.26639679
#>   5: 0.2010717   0.2385432         Inf  0.70636667 0.016546380  0.71001484
#>  ---                                                                      
#> 196: 0.9225158   1.0742560 0.026077313 -0.49686667 0.037516853 -0.52393526
#> 197: 0.4230001   0.4723104 0.150209032  0.07513333 0.137152296  0.09235428
#> 198: 0.8008496   0.8915995 0.096729600 -0.78626667 0.146270629 -0.74430401
#> 199: 0.5882195   0.6900581 0.027440547  0.08603333 0.024485958  0.09662172
#> 200: 1.1148134   1.3059605 0.016239553 -0.76026667 0.026434030 -0.73401896
#>        x_0        h        r2      p_value         rss   x_sd_avg
#>      <num>    <num>     <num>        <num>       <num>      <num>
#>   1:     1 1.827031 0.9924695 3.705769e-08 0.002778822 0.02424423
#>   2:     1 1.911901 0.9884406 1.660656e-07 0.004530345 0.03203268
#>   3:     1 2.349599 0.9958511 4.600131e-09 0.002182340 0.02195104
#>   4:     1 2.270093 0.9905292 8.267143e-08 0.005670066 0.03075240
#>   5:     1 3.159939 0.9918874 4.809026e-08 0.001162341 0.02315049
#>  ---                                                             
#> 196:     1 1.970723 0.9955609 5.828304e-09 0.017400921 0.04602459
#> 197:     1 2.245643 0.9988156 5.718652e-11 0.001842420 0.03151223
#> 198:     1 2.204685 0.9985705 1.104466e-10 0.008161064 0.06333498
#> 199:     1 1.884916 0.9986615 8.773134e-11 0.001844621 0.03335063
#> 200:     1 1.854308 0.9987249 7.403286e-11 0.006484241 0.07007818
#>                    fit_type maxlog10Concentration N_conc normalization_type
#>                      <char>                 <num>  <int>             <char>
#>   1: DRC3pHillFitModelFixS0                     1      9                 RV
#>   2: DRC3pHillFitModelFixS0                     1      9                 GR
#>   3: DRC3pHillFitModelFixS0                     1      9                 RV
#>   4: DRC3pHillFitModelFixS0                     1      9                 GR
#>   5: DRC3pHillFitModelFixS0                     1      9                 RV
#>  ---                                                                       
#> 196: DRC3pHillFitModelFixS0                     1      9                 GR
#> 197: DRC3pHillFitModelFixS0                     1      9                 RV
#> 198: DRC3pHillFitModelFixS0                     1      9                 GR
#> 199: DRC3pHillFitModelFixS0                     1      9                 RV
#> 200: DRC3pHillFitModelFixS0                     1      9                 GR
#>      fit_source Gnumber DrugName drug_moa Duration    clid CellLineName
#>          <char>  <char>   <char>   <char>    <num>  <char>       <char>
#>   1:        gDR  G00002 drug_002    moa_A       72 CL00011  cellline_BA
#>   2:        gDR  G00002 drug_002    moa_A       72 CL00011  cellline_BA
#>   3:        gDR  G00003 drug_003    moa_A       72 CL00011  cellline_BA
#>   4:        gDR  G00003 drug_003    moa_A       72 CL00011  cellline_BA
#>   5:        gDR  G00004 drug_004    moa_A       72 CL00011  cellline_BA
#>  ---                                                                   
#> 196:        gDR  G00009 drug_009    moa_A       72 CL00020  cellline_KB
#> 197:        gDR  G00010 drug_010    moa_A       72 CL00020  cellline_KB
#> 198:        gDR  G00010 drug_010    moa_A       72 CL00020  cellline_KB
#> 199:        gDR  G00011 drug_011    moa_B       72 CL00020  cellline_KB
#> 200:        gDR  G00011 drug_011    moa_B       72 CL00020  cellline_KB
#>        Tissue ReferenceDivisionTime
#>        <char>                 <num>
#>   1: tissue_x                    26
#>   2: tissue_x                    26
#>   3: tissue_x                    26
#>   4: tissue_x                    26
#>   5: tissue_x                    26
#>  ---                               
#> 196: tissue_z                    62
#> 197: tissue_z                    62
#> 198: tissue_z                    62
#> 199: tissue_z                    62
#> 200: tissue_z                    62
#>