HER2 reader: ViT-S/16 encoders at every stage, the deployed reader, per-slide predictions and paper data (part 3)

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data/paper/paper-data/pathbench/her2-yale/rn50/s9.csv

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data/paper/paper-data/rank_ty.dat

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data/paper/paper-data/rank_ty_own.dat

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+0,external,Her2Pos_Case_38,Her2Pos_Case_38,1,0.36055678
+0,external,Her2Pos_Case_39,Her2Pos_Case_39,1,0.46448490
+0,external,Her2Pos_Case_40,Her2Pos_Case_40,1,0.29902536
+0,external,Her2Pos_Case_41,Her2Pos_Case_41,1,0.34964809
+0,external,Her2Pos_Case_42,Her2Pos_Case_42,1,0.27455357
+0,external,Her2Pos_Case_43,Her2Pos_Case_43,1,0.10741112
+0,external,Her2Pos_Case_44,Her2Pos_Case_44,1,0.59932953
+0,external,Her2Pos_Case_45,Her2Pos_Case_45,1,0.37798345
+0,external,Her2Pos_Case_46,Her2Pos_Case_46,1,0.28745610
+0,external,Her2Pos_Case_47,Her2Pos_Case_47,1,0.32042214
+0,external,Her2Pos_Case_48,Her2Pos_Case_48,1,0.34317097
+0,external,Her2Pos_Case_49,Her2Pos_Case_49,1,0.18397325
+0,external,Her2Pos_Case_50,Her2Pos_Case_50,1,0.30985367
+0,external,Her2Pos_Case_51,Her2Pos_Case_51,1,0.45543376
+0,external,Her2Pos_Case_52,Her2Pos_Case_52,1,0.27441356
+0,external,Her2Pos_Case_53,Her2Pos_Case_53,1,0.20274739
+0,external,Her2Pos_Case_54,Her2Pos_Case_54,1,0.16933630
+0,external,Her2Pos_Case_55,Her2Pos_Case_55,1,0.45962021
+0,external,Her2Pos_Case_56,Her2Pos_Case_56,1,0.20861007
+0,external,Her2Pos_Case_57,Her2Pos_Case_57,1,0.40600964
+0,external,Her2Pos_Case_58,Her2Pos_Case_58,1,0.26407209
+0,external,Her2Pos_Case_59,Her2Pos_Case_59,1,0.25045347
+0,external,Her2Pos_Case_60,Her2Pos_Case_60,1,0.40372893
+0,external,Her2Pos_Case_61,Her2Pos_Case_61,1,0.40098235
+0,external,Her2Pos_Case_62,Her2Pos_Case_62,1,0.40947863
+0,external,Her2Pos_Case_63,Her2Pos_Case_63,1,0.25291815
+0,external,Her2Pos_Case_64,Her2Pos_Case_64,1,0.31629083
+0,external,Her2Pos_Case_65,Her2Pos_Case_65,1,0.37795827
+0,external,Her2Pos_Case_66,Her2Pos_Case_66,1,0.41881391
+0,external,Her2Pos_Case_67,Her2Pos_Case_67,1,0.23936512
+0,external,Her2Pos_Case_68,Her2Pos_Case_68,1,0.18878011
+0,external,Her2Pos_Case_69,Her2Pos_Case_69,1,0.48439908
+0,external,Her2Pos_Case_70,Her2Pos_Case_70,1,0.38810268
+0,external,Her2Pos_Case_71,Her2Pos_Case_71,1,0.37265736
+0,external,Her2Pos_Case_72,Her2Pos_Case_72,1,0.44837168
+0,external,Her2Pos_Case_73,Her2Pos_Case_73,1,0.42201346
+0,external,Her2Pos_Case_74,Her2Pos_Case_74,1,0.45586088
+0,external,Her2Pos_Case_75,Her2Pos_Case_75,1,0.26176190
+0,external,Her2Pos_Case_76,Her2Pos_Case_76,1,0.21516979
+0,external,Her2Pos_Case_77,Her2Pos_Case_77,1,0.15567365
+0,external,Her2Pos_Case_78,Her2Pos_Case_78,1,0.19119485
+0,external,Her2Pos_Case_79,Her2Pos_Case_79,1,0.33406880
+0,external,Her2Pos_Case_80,Her2Pos_Case_80,1,0.31850064
+0,external,Her2Pos_Case_81,Her2Pos_Case_81,1,0.37154037
+0,external,Her2Pos_Case_82,Her2Pos_Case_82,1,0.45731348
+0,external,Her2Pos_Case_83,Her2Pos_Case_83,1,0.22127943
+0,external,Her2Pos_Case_84,Her2Pos_Case_84,1,0.14199080
+0,external,Her2Pos_Case_85,Her2Pos_Case_85,1,0.29555941
+0,external,Her2Pos_Case_86,Her2Pos_Case_86,1,0.06245618
+0,external,Her2Pos_Case_87,Her2Pos_Case_87,1,0.32727212
+0,external,Her2Pos_Case_88,Her2Pos_Case_88,1,0.42472482
+0,external,Her2Pos_Case_89,Her2Pos_Case_89,1,0.47959423
+0,external,Her2Pos_Case_90,Her2Pos_Case_90,1,0.30948347
+0,external,Her2Pos_Case_91,Her2Pos_Case_91,1,0.32399714
+0,external,Her2Pos_Case_92,Her2Pos_Case_92,1,0.42487112
+0,external,Her2Pos_Case_93,Her2Pos_Case_93,1,0.10227204
+0,external,Her2Pos_Case_94,Her2Pos_Case_94,1,0.38764238
+1,external,Her2Neg_Case_01,Her2Neg_Case_01,0,0.05402285
+1,external,Her2Neg_Case_02,Her2Neg_Case_02,0,0.37366340
+1,external,Her2Neg_Case_03,Her2Neg_Case_03,0,0.19805327
+1,external,Her2Neg_Case_04,Her2Neg_Case_04,0,0.03873285
+1,external,Her2Neg_Case_05,Her2Neg_Case_05,0,0.05498087
+1,external,Her2Neg_Case_06,Her2Neg_Case_06,0,0.07635733
+1,external,Her2Neg_Case_07,Her2Neg_Case_07,0,0.11858643
+1,external,Her2Neg_Case_08,Her2Neg_Case_08,0,0.06783839
+1,external,Her2Neg_Case_09,Her2Neg_Case_09,0,0.40482214
+1,external,Her2Neg_Case_10,Her2Neg_Case_10,0,0.10219090
+1,external,Her2Neg_Case_11,Her2Neg_Case_11,0,0.01758482
+1,external,Her2Neg_Case_12,Her2Neg_Case_12,0,0.06639490
+1,external,Her2Neg_Case_13,Her2Neg_Case_13,0,0.12935044
+1,external,Her2Neg_Case_14,Her2Neg_Case_14,0,0.04250545
+1,external,Her2Neg_Case_15,Her2Neg_Case_15,0,0.16319427
+1,external,Her2Neg_Case_16,Her2Neg_Case_16,0,0.26416424
+1,external,Her2Neg_Case_17,Her2Neg_Case_17,0,0.09621281
+1,external,Her2Neg_Case_18,Her2Neg_Case_18,0,0.18263917
+1,external,Her2Neg_Case_19,Her2Neg_Case_19,0,0.12564608
+1,external,Her2Neg_Case_20,Her2Neg_Case_20,0,0.24653204
+1,external,Her2Neg_Case_21,Her2Neg_Case_21,0,0.12353145
+1,external,Her2Neg_Case_22,Her2Neg_Case_22,0,0.03750103
+1,external,Her2Neg_Case_23,Her2Neg_Case_23,0,0.06757256
+1,external,Her2Neg_Case_24,Her2Neg_Case_24,0,0.39360699
+1,external,Her2Neg_Case_25,Her2Neg_Case_25,0,0.75786072
+1,external,Her2Neg_Case_26,Her2Neg_Case_26,0,0.31718987
+1,external,Her2Neg_Case_27,Her2Neg_Case_27,0,0.16351277
+1,external,Her2Neg_Case_28,Her2Neg_Case_28,0,0.14094993
+1,external,Her2Neg_Case_29,Her2Neg_Case_29,0,0.04802047
+1,external,Her2Neg_Case_30,Her2Neg_Case_30,0,0.08662937
+1,external,Her2Neg_Case_31,Her2Neg_Case_31,0,0.36555597
+1,external,Her2Neg_Case_32,Her2Neg_Case_32,0,0.11646619
+1,external,Her2Neg_Case_33,Her2Neg_Case_33,0,0.11281210
+1,external,Her2Neg_Case_34,Her2Neg_Case_34,0,0.36351779
+1,external,Her2Neg_Case_35,Her2Neg_Case_35,0,0.44449943
+1,external,Her2Neg_Case_36,Her2Neg_Case_36,0,0.01976201
+1,external,Her2Neg_Case_37,Her2Neg_Case_37,0,0.04510795
+1,external,Her2Neg_Case_38,Her2Neg_Case_38,0,0.21532044
+1,external,Her2Neg_Case_39,Her2Neg_Case_39,0,0.04042166
+1,external,Her2Neg_Case_40,Her2Neg_Case_40,0,0.09805854
+1,external,Her2Neg_Case_41,Her2Neg_Case_41,0,0.11940010
+1,external,Her2Neg_Case_42,Her2Neg_Case_42,0,0.12717624
+1,external,Her2Neg_Case_43,Her2Neg_Case_43,0,0.10966666
+1,external,Her2Neg_Case_44,Her2Neg_Case_44,0,0.50317514
+1,external,Her2Neg_Case_45,Her2Neg_Case_45,0,0.13518055
+1,external,Her2Neg_Case_46,Her2Neg_Case_46,0,0.15428561
+1,external,Her2Neg_Case_47,Her2Neg_Case_47,0,0.28781253
+1,external,Her2Neg_Case_48,Her2Neg_Case_48,0,0.10630156
+1,external,Her2Neg_Case_49,Her2Neg_Case_49,0,0.09138467
+1,external,Her2Neg_Case_50,Her2Neg_Case_50,0,0.07670971
+1,external,Her2Neg_Case_51,Her2Neg_Case_51,0,0.02994768
+1,external,Her2Neg_Case_52,Her2Neg_Case_52,0,0.05297231
+1,external,Her2Neg_Case_53,Her2Neg_Case_53,0,0.04368962
+1,external,Her2Neg_Case_54,Her2Neg_Case_54,0,0.10054971
+1,external,Her2Neg_Case_55,Her2Neg_Case_55,0,0.13292135
+1,external,Her2Neg_Case_56,Her2Neg_Case_56,0,0.10075063
+1,external,Her2Neg_Case_57,Her2Neg_Case_57,0,0.07693072
+1,external,Her2Neg_Case_58,Her2Neg_Case_58,0,0.08859945
+1,external,Her2Neg_Case_59,Her2Neg_Case_59,0,0.08329614
+1,external,Her2Neg_Case_60,Her2Neg_Case_60,0,0.07263716
+1,external,Her2Neg_Case_61,Her2Neg_Case_61,0,0.06506815
+1,external,Her2Neg_Case_62,Her2Neg_Case_62,0,0.13924897
+1,external,Her2Neg_Case_63,Her2Neg_Case_63,0,0.15279023
+1,external,Her2Neg_Case_64,Her2Neg_Case_64,0,0.06090530
+1,external,Her2Neg_Case_65,Her2Neg_Case_65,0,0.48635715
+1,external,Her2Neg_Case_66,Her2Neg_Case_66,0,0.06512253
+1,external,Her2Neg_Case_67,Her2Neg_Case_67,0,0.07047585
+1,external,Her2Neg_Case_68,Her2Neg_Case_68,0,0.09242447
+1,external,Her2Neg_Case_69,Her2Neg_Case_69,0,0.29096758
+1,external,Her2Neg_Case_70,Her2Neg_Case_70,0,0.15210988
+1,external,Her2Neg_Case_71,Her2Neg_Case_71,0,0.08512496
+1,external,Her2Neg_Case_72,Her2Neg_Case_72,0,0.09837858
+1,external,Her2Neg_Case_73,Her2Neg_Case_73,0,0.17897838
+1,external,Her2Neg_Case_74,Her2Neg_Case_74,0,0.05852779
+1,external,Her2Neg_Case_75,Her2Neg_Case_75,0,0.06554138
+1,external,Her2Neg_Case_76,Her2Neg_Case_76,0,0.16246095
+1,external,Her2Neg_Case_77,Her2Neg_Case_77,0,0.10816802
+1,external,Her2Neg_Case_78,Her2Neg_Case_78,0,0.04658811
+1,external,Her2Neg_Case_79,Her2Neg_Case_79,0,0.02857947
+1,external,Her2Neg_Case_80,Her2Neg_Case_80,0,0.17584284
+1,external,Her2Neg_Case_81,Her2Neg_Case_81,0,0.04042307
+1,external,Her2Neg_Case_82,Her2Neg_Case_82,0,0.11083309
+1,external,Her2Neg_Case_83,Her2Neg_Case_83,0,0.04244640
+1,external,Her2Neg_Case_84,Her2Neg_Case_84,0,0.09792425
+1,external,Her2Neg_Case_85,Her2Neg_Case_85,0,0.36052495
+1,external,Her2Neg_Case_86,Her2Neg_Case_86,0,0.74711496
+1,external,Her2Neg_Case_87,Her2Neg_Case_87,0,0.06459890
+1,external,Her2Neg_Case_88,Her2Neg_Case_88,0,0.14721414
+1,external,Her2Neg_Case_89,Her2Neg_Case_89,0,0.04536317
+1,external,Her2Neg_Case_90,Her2Neg_Case_90,0,0.23171856
+1,external,Her2Neg_Case_91,Her2Neg_Case_91,0,0.27204743
+1,external,Her2Neg_Case_92,Her2Neg_Case_92,0,0.08196747
+1,external,Her2Neg_Case_93,Her2Neg_Case_93,0,0.05250063
+1,external,Her2Neg_Case_94,Her2Neg_Case_94,0,0.07015277
+1,external,Her2Neg_Case_95,Her2Neg_Case_95,0,0.07954230
+1,external,Her2Neg_Case_96,Her2Neg_Case_96,0,0.09360131
+1,external,Her2Neg_Case_97,Her2Neg_Case_97,0,0.13629363
+1,external,Her2Neg_Case_98,Her2Neg_Case_98,0,0.13509604
+1,external,Her2Neg_Case_99,Her2Neg_Case_99,0,0.03976431
+1,external,Her2Pos_Case_01,Her2Pos_Case_01,1,0.25626510
+1,external,Her2Pos_Case_02,Her2Pos_Case_02,1,0.38716808
+1,external,Her2Pos_Case_03,Her2Pos_Case_03,1,0.13957129
+1,external,Her2Pos_Case_04,Her2Pos_Case_04,1,0.32888895
+1,external,Her2Pos_Case_05,Her2Pos_Case_05,1,0.56493151
+1,external,Her2Pos_Case_06,Her2Pos_Case_06,1,0.09654962
+1,external,Her2Pos_Case_07,Her2Pos_Case_07,1,0.19202602
+1,external,Her2Pos_Case_08,Her2Pos_Case_08,1,0.42143792
+1,external,Her2Pos_Case_09,Her2Pos_Case_09,1,0.21147327
+1,external,Her2Pos_Case_10,Her2Pos_Case_10,1,0.11709573
+1,external,Her2Pos_Case_11,Her2Pos_Case_11,1,0.31592515
+1,external,Her2Pos_Case_12,Her2Pos_Case_12,1,0.18029597
+1,external,Her2Pos_Case_13,Her2Pos_Case_13,1,0.05160353
+1,external,Her2Pos_Case_14,Her2Pos_Case_14,1,0.18129693
+1,external,Her2Pos_Case_15,Her2Pos_Case_15,1,0.48573744
+1,external,Her2Pos_Case_16,Her2Pos_Case_16,1,0.38081780
+1,external,Her2Pos_Case_17,Her2Pos_Case_17,1,0.17792359
+1,external,Her2Pos_Case_18,Her2Pos_Case_18,1,0.12079389
+1,external,Her2Pos_Case_19,Her2Pos_Case_19,1,0.33280602
+1,external,Her2Pos_Case_20,Her2Pos_Case_20,1,0.52461022
+1,external,Her2Pos_Case_21,Her2Pos_Case_21,1,0.65400392
+1,external,Her2Pos_Case_23,Her2Pos_Case_23,1,0.14498228
+1,external,Her2Pos_Case_24,Her2Pos_Case_24,1,0.42686123
+1,external,Her2Pos_Case_25,Her2Pos_Case_25,1,0.21792708
+1,external,Her2Pos_Case_26,Her2Pos_Case_26,1,0.38136724
+1,external,Her2Pos_Case_27,Her2Pos_Case_27,1,0.11464324
+1,external,Her2Pos_Case_28,Her2Pos_Case_28,1,0.49276593
+1,external,Her2Pos_Case_29,Her2Pos_Case_29,1,0.05386089
+1,external,Her2Pos_Case_30,Her2Pos_Case_30,1,0.14911163
+1,external,Her2Pos_Case_31,Her2Pos_Case_31,1,0.06980272
+1,external,Her2Pos_Case_32,Her2Pos_Case_32,1,0.09326302
+1,external,Her2Pos_Case_33,Her2Pos_Case_33,1,0.13558069
+1,external,Her2Pos_Case_34,Her2Pos_Case_34,1,0.39987341
+1,external,Her2Pos_Case_35,Her2Pos_Case_35,1,0.26898894
+1,external,Her2Pos_Case_36,Her2Pos_Case_36,1,0.13765599
+1,external,Her2Pos_Case_37,Her2Pos_Case_37,1,0.13907273
+1,external,Her2Pos_Case_38,Her2Pos_Case_38,1,0.19802113
+1,external,Her2Pos_Case_39,Her2Pos_Case_39,1,0.58359158
+1,external,Her2Pos_Case_40,Her2Pos_Case_40,1,0.27364492
+1,external,Her2Pos_Case_41,Her2Pos_Case_41,1,0.22921708
+1,external,Her2Pos_Case_42,Her2Pos_Case_42,1,0.12064978
+1,external,Her2Pos_Case_43,Her2Pos_Case_43,1,0.04162839
+1,external,Her2Pos_Case_44,Her2Pos_Case_44,1,0.50995880
+1,external,Her2Pos_Case_45,Her2Pos_Case_45,1,0.21790251
+1,external,Her2Pos_Case_46,Her2Pos_Case_46,1,0.19696145
+1,external,Her2Pos_Case_47,Her2Pos_Case_47,1,0.12197138
+1,external,Her2Pos_Case_48,Her2Pos_Case_48,1,0.21368025
+1,external,Her2Pos_Case_49,Her2Pos_Case_49,1,0.08103620
+1,external,Her2Pos_Case_50,Her2Pos_Case_50,1,0.23556405
+1,external,Her2Pos_Case_51,Her2Pos_Case_51,1,0.46682486
+1,external,Her2Pos_Case_52,Her2Pos_Case_52,1,0.28597856
+1,external,Her2Pos_Case_53,Her2Pos_Case_53,1,0.09155985
+1,external,Her2Pos_Case_54,Her2Pos_Case_54,1,0.11724244
+1,external,Her2Pos_Case_55,Her2Pos_Case_55,1,0.38036099
+1,external,Her2Pos_Case_56,Her2Pos_Case_56,1,0.15372947
+1,external,Her2Pos_Case_57,Her2Pos_Case_57,1,0.32375637
+1,external,Her2Pos_Case_58,Her2Pos_Case_58,1,0.05526260
+1,external,Her2Pos_Case_59,Her2Pos_Case_59,1,0.15737231
+1,external,Her2Pos_Case_60,Her2Pos_Case_60,1,0.31943938
+1,external,Her2Pos_Case_61,Her2Pos_Case_61,1,0.34310508
+1,external,Her2Pos_Case_62,Her2Pos_Case_62,1,0.52650303
+1,external,Her2Pos_Case_63,Her2Pos_Case_63,1,0.14692447
+1,external,Her2Pos_Case_64,Her2Pos_Case_64,1,0.09443494
+1,external,Her2Pos_Case_65,Her2Pos_Case_65,1,0.25968298
+1,external,Her2Pos_Case_66,Her2Pos_Case_66,1,0.41889068
+1,external,Her2Pos_Case_67,Her2Pos_Case_67,1,0.07288977
+1,external,Her2Pos_Case_68,Her2Pos_Case_68,1,0.09364121
+1,external,Her2Pos_Case_69,Her2Pos_Case_69,1,0.36735687
+1,external,Her2Pos_Case_70,Her2Pos_Case_70,1,0.33604357
+1,external,Her2Pos_Case_71,Her2Pos_Case_71,1,0.27679646
+1,external,Her2Pos_Case_72,Her2Pos_Case_72,1,0.39755884
+1,external,Her2Pos_Case_73,Her2Pos_Case_73,1,0.55559766
+1,external,Her2Pos_Case_74,Her2Pos_Case_74,1,0.25493971
+1,external,Her2Pos_Case_75,Her2Pos_Case_75,1,0.23524103
+1,external,Her2Pos_Case_76,Her2Pos_Case_76,1,0.08360917
+1,external,Her2Pos_Case_77,Her2Pos_Case_77,1,0.04721157
+1,external,Her2Pos_Case_78,Her2Pos_Case_78,1,0.18175034
+1,external,Her2Pos_Case_79,Her2Pos_Case_79,1,0.32820982
+1,external,Her2Pos_Case_80,Her2Pos_Case_80,1,0.18709345
+1,external,Her2Pos_Case_81,Her2Pos_Case_81,1,0.15074092
+1,external,Her2Pos_Case_82,Her2Pos_Case_82,1,0.65218741
+1,external,Her2Pos_Case_83,Her2Pos_Case_83,1,0.13563536
+1,external,Her2Pos_Case_84,Her2Pos_Case_84,1,0.06194743
+1,external,Her2Pos_Case_85,Her2Pos_Case_85,1,0.38460040
+1,external,Her2Pos_Case_86,Her2Pos_Case_86,1,0.04620282
+1,external,Her2Pos_Case_87,Her2Pos_Case_87,1,0.12428047
+1,external,Her2Pos_Case_88,Her2Pos_Case_88,1,0.24332991
+1,external,Her2Pos_Case_89,Her2Pos_Case_89,1,0.60848922
+1,external,Her2Pos_Case_90,Her2Pos_Case_90,1,0.39772978
+1,external,Her2Pos_Case_91,Her2Pos_Case_91,1,0.07855239
+1,external,Her2Pos_Case_92,Her2Pos_Case_92,1,0.44725800
+1,external,Her2Pos_Case_93,Her2Pos_Case_93,1,0.04701621
+1,external,Her2Pos_Case_94,Her2Pos_Case_94,1,0.42382348
+2,external,Her2Neg_Case_01,Her2Neg_Case_01,0,0.13078247
+2,external,Her2Neg_Case_02,Her2Neg_Case_02,0,0.37950048
+2,external,Her2Neg_Case_03,Her2Neg_Case_03,0,0.34832951
+2,external,Her2Neg_Case_04,Her2Neg_Case_04,0,0.10337019
+2,external,Her2Neg_Case_05,Her2Neg_Case_05,0,0.21991681
+2,external,Her2Neg_Case_06,Her2Neg_Case_06,0,0.24100761
+2,external,Her2Neg_Case_07,Her2Neg_Case_07,0,0.14868239
+2,external,Her2Neg_Case_08,Her2Neg_Case_08,0,0.15598774
+2,external,Her2Neg_Case_09,Her2Neg_Case_09,0,0.57171792
+2,external,Her2Neg_Case_10,Her2Neg_Case_10,0,0.24339305
+2,external,Her2Neg_Case_11,Her2Neg_Case_11,0,0.06541000
+2,external,Her2Neg_Case_12,Her2Neg_Case_12,0,0.05982715
+2,external,Her2Neg_Case_13,Her2Neg_Case_13,0,0.26292565
+2,external,Her2Neg_Case_14,Her2Neg_Case_14,0,0.10082185
+2,external,Her2Neg_Case_15,Her2Neg_Case_15,0,0.19973198
+2,external,Her2Neg_Case_16,Her2Neg_Case_16,0,0.41362447
+2,external,Her2Neg_Case_17,Her2Neg_Case_17,0,0.19937272
+2,external,Her2Neg_Case_18,Her2Neg_Case_18,0,0.19184119
+2,external,Her2Neg_Case_19,Her2Neg_Case_19,0,0.28145427
+2,external,Her2Neg_Case_20,Her2Neg_Case_20,0,0.28088343
+2,external,Her2Neg_Case_21,Her2Neg_Case_21,0,0.32634106
+2,external,Her2Neg_Case_22,Her2Neg_Case_22,0,0.12750708
+2,external,Her2Neg_Case_23,Her2Neg_Case_23,0,0.17759366
+2,external,Her2Neg_Case_24,Her2Neg_Case_24,0,0.46299511
+2,external,Her2Neg_Case_25,Her2Neg_Case_25,0,0.60342628
+2,external,Her2Neg_Case_26,Her2Neg_Case_26,0,0.46654761
+2,external,Her2Neg_Case_27,Her2Neg_Case_27,0,0.29627082
+2,external,Her2Neg_Case_28,Her2Neg_Case_28,0,0.25083080
+2,external,Her2Neg_Case_29,Her2Neg_Case_29,0,0.16767488
+2,external,Her2Neg_Case_30,Her2Neg_Case_30,0,0.16249168
+2,external,Her2Neg_Case_31,Her2Neg_Case_31,0,0.26237768
+2,external,Her2Neg_Case_32,Her2Neg_Case_32,0,0.27049598
+2,external,Her2Neg_Case_33,Her2Neg_Case_33,0,0.15559955
+2,external,Her2Neg_Case_34,Her2Neg_Case_34,0,0.37422779
+2,external,Her2Neg_Case_35,Her2Neg_Case_35,0,0.39159790
+2,external,Her2Neg_Case_36,Her2Neg_Case_36,0,0.07819336
+2,external,Her2Neg_Case_37,Her2Neg_Case_37,0,0.11585098
+2,external,Her2Neg_Case_38,Her2Neg_Case_38,0,0.12606442
+2,external,Her2Neg_Case_39,Her2Neg_Case_39,0,0.09903275
+2,external,Her2Neg_Case_40,Her2Neg_Case_40,0,0.24367982
+2,external,Her2Neg_Case_41,Her2Neg_Case_41,0,0.27497640
+2,external,Her2Neg_Case_42,Her2Neg_Case_42,0,0.31837976
+2,external,Her2Neg_Case_43,Her2Neg_Case_43,0,0.23761450
+2,external,Her2Neg_Case_44,Her2Neg_Case_44,0,0.62209380
+2,external,Her2Neg_Case_45,Her2Neg_Case_45,0,0.24497223
+2,external,Her2Neg_Case_46,Her2Neg_Case_46,0,0.47500855
+2,external,Her2Neg_Case_47,Her2Neg_Case_47,0,0.27709541
+2,external,Her2Neg_Case_48,Her2Neg_Case_48,0,0.20117435
+2,external,Her2Neg_Case_49,Her2Neg_Case_49,0,0.17364152
+2,external,Her2Neg_Case_50,Her2Neg_Case_50,0,0.17113608
+2,external,Her2Neg_Case_51,Her2Neg_Case_51,0,0.09432720
+2,external,Her2Neg_Case_52,Her2Neg_Case_52,0,0.13189751
+2,external,Her2Neg_Case_53,Her2Neg_Case_53,0,0.08320232
+2,external,Her2Neg_Case_54,Her2Neg_Case_54,0,0.18246487
+2,external,Her2Neg_Case_55,Her2Neg_Case_55,0,0.18889846
+2,external,Her2Neg_Case_56,Her2Neg_Case_56,0,0.24126066
+2,external,Her2Neg_Case_57,Her2Neg_Case_57,0,0.23434754
+2,external,Her2Neg_Case_58,Her2Neg_Case_58,0,0.12572567
+2,external,Her2Neg_Case_59,Her2Neg_Case_59,0,0.27623767
+2,external,Her2Neg_Case_60,Her2Neg_Case_60,0,0.23773541
+2,external,Her2Neg_Case_61,Her2Neg_Case_61,0,0.10474136
+2,external,Her2Neg_Case_62,Her2Neg_Case_62,0,0.20325378
+2,external,Her2Neg_Case_63,Her2Neg_Case_63,0,0.23786604
+2,external,Her2Neg_Case_64,Her2Neg_Case_64,0,0.27279541
+2,external,Her2Neg_Case_65,Her2Neg_Case_65,0,0.38889381
+2,external,Her2Neg_Case_66,Her2Neg_Case_66,0,0.16298401
+2,external,Her2Neg_Case_67,Her2Neg_Case_67,0,0.14341134
+2,external,Her2Neg_Case_68,Her2Neg_Case_68,0,0.37072915
+2,external,Her2Neg_Case_69,Her2Neg_Case_69,0,0.42191362
+2,external,Her2Neg_Case_70,Her2Neg_Case_70,0,0.31597617
+2,external,Her2Neg_Case_71,Her2Neg_Case_71,0,0.10262936
+2,external,Her2Neg_Case_72,Her2Neg_Case_72,0,0.27117115
+2,external,Her2Neg_Case_73,Her2Neg_Case_73,0,0.21149439
+2,external,Her2Neg_Case_74,Her2Neg_Case_74,0,0.14923012
+2,external,Her2Neg_Case_75,Her2Neg_Case_75,0,0.20741032
+2,external,Her2Neg_Case_76,Her2Neg_Case_76,0,0.31529710
+2,external,Her2Neg_Case_77,Her2Neg_Case_77,0,0.17747927
+2,external,Her2Neg_Case_78,Her2Neg_Case_78,0,0.20340168
+2,external,Her2Neg_Case_79,Her2Neg_Case_79,0,0.11993108
+2,external,Her2Neg_Case_80,Her2Neg_Case_80,0,0.29466882
+2,external,Her2Neg_Case_81,Her2Neg_Case_81,0,0.10664941
+2,external,Her2Neg_Case_82,Her2Neg_Case_82,0,0.21195468
+2,external,Her2Neg_Case_83,Her2Neg_Case_83,0,0.11488818
+2,external,Her2Neg_Case_84,Her2Neg_Case_84,0,0.27386981
+2,external,Her2Neg_Case_85,Her2Neg_Case_85,0,0.36741385
+2,external,Her2Neg_Case_86,Her2Neg_Case_86,0,0.62521178
+2,external,Her2Neg_Case_87,Her2Neg_Case_87,0,0.27557674
+2,external,Her2Neg_Case_88,Her2Neg_Case_88,0,0.41249758
+2,external,Her2Neg_Case_89,Her2Neg_Case_89,0,0.12502268
+2,external,Her2Neg_Case_90,Her2Neg_Case_90,0,0.47053081
+2,external,Her2Neg_Case_91,Her2Neg_Case_91,0,0.28937024
+2,external,Her2Neg_Case_92,Her2Neg_Case_92,0,0.25705618
+2,external,Her2Neg_Case_93,Her2Neg_Case_93,0,0.12969261
+2,external,Her2Neg_Case_94,Her2Neg_Case_94,0,0.20879003
+2,external,Her2Neg_Case_95,Her2Neg_Case_95,0,0.19615449
+2,external,Her2Neg_Case_96,Her2Neg_Case_96,0,0.18889128
+2,external,Her2Neg_Case_97,Her2Neg_Case_97,0,0.32252297
+2,external,Her2Neg_Case_98,Her2Neg_Case_98,0,0.28102416
+2,external,Her2Neg_Case_99,Her2Neg_Case_99,0,0.18933304
+2,external,Her2Pos_Case_01,Her2Pos_Case_01,1,0.37957618
+2,external,Her2Pos_Case_02,Her2Pos_Case_02,1,0.37112588
+2,external,Her2Pos_Case_03,Her2Pos_Case_03,1,0.34810001
+2,external,Her2Pos_Case_04,Her2Pos_Case_04,1,0.52150190
+2,external,Her2Pos_Case_05,Her2Pos_Case_05,1,0.50689542
+2,external,Her2Pos_Case_06,Her2Pos_Case_06,1,0.19660145
+2,external,Her2Pos_Case_07,Her2Pos_Case_07,1,0.36217019
+2,external,Her2Pos_Case_08,Her2Pos_Case_08,1,0.62859428
+2,external,Her2Pos_Case_09,Her2Pos_Case_09,1,0.44401675
+2,external,Her2Pos_Case_10,Her2Pos_Case_10,1,0.35094953
+2,external,Her2Pos_Case_11,Her2Pos_Case_11,1,0.56515139
+2,external,Her2Pos_Case_12,Her2Pos_Case_12,1,0.30184713
+2,external,Her2Pos_Case_13,Her2Pos_Case_13,1,0.23415187
+2,external,Her2Pos_Case_14,Her2Pos_Case_14,1,0.50871581
+2,external,Her2Pos_Case_15,Her2Pos_Case_15,1,0.56228620
+2,external,Her2Pos_Case_16,Her2Pos_Case_16,1,0.45121926
+2,external,Her2Pos_Case_17,Her2Pos_Case_17,1,0.51261812
+2,external,Her2Pos_Case_18,Her2Pos_Case_18,1,0.30548584
+2,external,Her2Pos_Case_19,Her2Pos_Case_19,1,0.56757843
+2,external,Her2Pos_Case_20,Her2Pos_Case_20,1,0.32462406
+2,external,Her2Pos_Case_21,Her2Pos_Case_21,1,0.59276015
+2,external,Her2Pos_Case_23,Her2Pos_Case_23,1,0.48919070
+2,external,Her2Pos_Case_24,Her2Pos_Case_24,1,0.57084662
+2,external,Her2Pos_Case_25,Her2Pos_Case_25,1,0.45275116
+2,external,Her2Pos_Case_26,Her2Pos_Case_26,1,0.46075866
+2,external,Her2Pos_Case_27,Her2Pos_Case_27,1,0.32144716
+2,external,Her2Pos_Case_28,Her2Pos_Case_28,1,0.47686750
+2,external,Her2Pos_Case_29,Her2Pos_Case_29,1,0.20429999
+2,external,Her2Pos_Case_30,Her2Pos_Case_30,1,0.49987355
+2,external,Her2Pos_Case_31,Her2Pos_Case_31,1,0.14162751
+2,external,Her2Pos_Case_32,Her2Pos_Case_32,1,0.29220292
+2,external,Her2Pos_Case_33,Her2Pos_Case_33,1,0.33136716
+2,external,Her2Pos_Case_34,Her2Pos_Case_34,1,0.58824140
+2,external,Her2Pos_Case_35,Her2Pos_Case_35,1,0.44654715
+2,external,Her2Pos_Case_36,Her2Pos_Case_36,1,0.31674701
+2,external,Her2Pos_Case_37,Her2Pos_Case_37,1,0.36095458
+2,external,Her2Pos_Case_38,Her2Pos_Case_38,1,0.61745518
+2,external,Her2Pos_Case_39,Her2Pos_Case_39,1,0.50282788
+2,external,Her2Pos_Case_40,Her2Pos_Case_40,1,0.35001981
+2,external,Her2Pos_Case_41,Her2Pos_Case_41,1,0.29398572
+2,external,Her2Pos_Case_42,Her2Pos_Case_42,1,0.37759870
+2,external,Her2Pos_Case_43,Her2Pos_Case_43,1,0.17300448
+2,external,Her2Pos_Case_44,Her2Pos_Case_44,1,0.70443273
+2,external,Her2Pos_Case_45,Her2Pos_Case_45,1,0.52493954
+2,external,Her2Pos_Case_46,Her2Pos_Case_46,1,0.33909622
+2,external,Her2Pos_Case_47,Her2Pos_Case_47,1,0.44740152
+2,external,Her2Pos_Case_48,Her2Pos_Case_48,1,0.55042267
+2,external,Her2Pos_Case_49,Her2Pos_Case_49,1,0.23410805
+2,external,Her2Pos_Case_50,Her2Pos_Case_50,1,0.38782927
+2,external,Her2Pos_Case_51,Her2Pos_Case_51,1,0.63483018
+2,external,Her2Pos_Case_52,Her2Pos_Case_52,1,0.61140954
+2,external,Her2Pos_Case_53,Her2Pos_Case_53,1,0.17999199
+2,external,Her2Pos_Case_54,Her2Pos_Case_54,1,0.37176493
+2,external,Her2Pos_Case_55,Her2Pos_Case_55,1,0.60506815
+2,external,Her2Pos_Case_56,Her2Pos_Case_56,1,0.34186283
+2,external,Her2Pos_Case_57,Her2Pos_Case_57,1,0.53559065
+2,external,Her2Pos_Case_58,Her2Pos_Case_58,1,0.35033929
+2,external,Her2Pos_Case_59,Her2Pos_Case_59,1,0.44008446
+2,external,Her2Pos_Case_60,Her2Pos_Case_60,1,0.55236518
+2,external,Her2Pos_Case_61,Her2Pos_Case_61,1,0.58728564
+2,external,Her2Pos_Case_62,Her2Pos_Case_62,1,0.60103345
+2,external,Her2Pos_Case_63,Her2Pos_Case_63,1,0.27631700
+2,external,Her2Pos_Case_64,Her2Pos_Case_64,1,0.39285782
+2,external,Her2Pos_Case_65,Her2Pos_Case_65,1,0.42909175
+2,external,Her2Pos_Case_66,Her2Pos_Case_66,1,0.57754833
+2,external,Her2Pos_Case_67,Her2Pos_Case_67,1,0.20495036
+2,external,Her2Pos_Case_68,Her2Pos_Case_68,1,0.36236197
+2,external,Her2Pos_Case_69,Her2Pos_Case_69,1,0.68769848
+2,external,Her2Pos_Case_70,Her2Pos_Case_70,1,0.60883325
+2,external,Her2Pos_Case_71,Her2Pos_Case_71,1,0.58367729
+2,external,Her2Pos_Case_72,Her2Pos_Case_72,1,0.49963945
+2,external,Her2Pos_Case_73,Her2Pos_Case_73,1,0.34528235
+2,external,Her2Pos_Case_74,Her2Pos_Case_74,1,0.62046528
+2,external,Her2Pos_Case_75,Her2Pos_Case_75,1,0.47892466
+2,external,Her2Pos_Case_76,Her2Pos_Case_76,1,0.28418988
+2,external,Her2Pos_Case_77,Her2Pos_Case_77,1,0.22434558
+2,external,Her2Pos_Case_78,Her2Pos_Case_78,1,0.35306576
+2,external,Her2Pos_Case_79,Her2Pos_Case_79,1,0.57297993
+2,external,Her2Pos_Case_80,Her2Pos_Case_80,1,0.35118935
+2,external,Her2Pos_Case_81,Her2Pos_Case_81,1,0.43289673
+2,external,Her2Pos_Case_82,Her2Pos_Case_82,1,0.51495290
+2,external,Her2Pos_Case_83,Her2Pos_Case_83,1,0.34021506
+2,external,Her2Pos_Case_84,Her2Pos_Case_84,1,0.10803063
+2,external,Her2Pos_Case_85,Her2Pos_Case_85,1,0.39111686
+2,external,Her2Pos_Case_86,Her2Pos_Case_86,1,0.11073036
+2,external,Her2Pos_Case_87,Her2Pos_Case_87,1,0.39027435
+2,external,Her2Pos_Case_88,Her2Pos_Case_88,1,0.45469275
+2,external,Her2Pos_Case_89,Her2Pos_Case_89,1,0.63846338
+2,external,Her2Pos_Case_90,Her2Pos_Case_90,1,0.41676244
+2,external,Her2Pos_Case_91,Her2Pos_Case_91,1,0.56134969
+2,external,Her2Pos_Case_92,Her2Pos_Case_92,1,0.57137942
+2,external,Her2Pos_Case_93,Her2Pos_Case_93,1,0.18438007
+2,external,Her2Pos_Case_94,Her2Pos_Case_94,1,0.66505969
+3,external,Her2Neg_Case_01,Her2Neg_Case_01,0,0.18488096
+3,external,Her2Neg_Case_02,Her2Neg_Case_02,0,0.56409526
+3,external,Her2Neg_Case_03,Her2Neg_Case_03,0,0.42084345
+3,external,Her2Neg_Case_04,Her2Neg_Case_04,0,0.09711476
+3,external,Her2Neg_Case_05,Her2Neg_Case_05,0,0.33143395
+3,external,Her2Neg_Case_06,Her2Neg_Case_06,0,0.26593351
+3,external,Her2Neg_Case_07,Her2Neg_Case_07,0,0.20791766
+3,external,Her2Neg_Case_08,Her2Neg_Case_08,0,0.30284807
+3,external,Her2Neg_Case_09,Her2Neg_Case_09,0,0.60657138
+3,external,Her2Neg_Case_10,Her2Neg_Case_10,0,0.26801047
+3,external,Her2Neg_Case_11,Her2Neg_Case_11,0,0.07879510
+3,external,Her2Neg_Case_12,Her2Neg_Case_12,0,0.09650826
+3,external,Her2Neg_Case_13,Her2Neg_Case_13,0,0.19025256
+3,external,Her2Neg_Case_14,Her2Neg_Case_14,0,0.13663417
+3,external,Her2Neg_Case_15,Her2Neg_Case_15,0,0.29848766
+3,external,Her2Neg_Case_16,Her2Neg_Case_16,0,0.39332676
+3,external,Her2Neg_Case_17,Her2Neg_Case_17,0,0.20702758
+3,external,Her2Neg_Case_18,Her2Neg_Case_18,0,0.20482035
+3,external,Her2Neg_Case_19,Her2Neg_Case_19,0,0.35689422
+3,external,Her2Neg_Case_20,Her2Neg_Case_20,0,0.45160228
+3,external,Her2Neg_Case_21,Her2Neg_Case_21,0,0.29391769
+3,external,Her2Neg_Case_22,Her2Neg_Case_22,0,0.14334415
+3,external,Her2Neg_Case_23,Her2Neg_Case_23,0,0.20761374
+3,external,Her2Neg_Case_24,Her2Neg_Case_24,0,0.66472280
+3,external,Her2Neg_Case_25,Her2Neg_Case_25,0,0.80911493
+3,external,Her2Neg_Case_26,Her2Neg_Case_26,0,0.53807425
+3,external,Her2Neg_Case_27,Her2Neg_Case_27,0,0.34010783
+3,external,Her2Neg_Case_28,Her2Neg_Case_28,0,0.35627711
+3,external,Her2Neg_Case_29,Her2Neg_Case_29,0,0.17976312
+3,external,Her2Neg_Case_30,Her2Neg_Case_30,0,0.15857001
+3,external,Her2Neg_Case_31,Her2Neg_Case_31,0,0.51642340
+3,external,Her2Neg_Case_32,Her2Neg_Case_32,0,0.30872861
+3,external,Her2Neg_Case_33,Her2Neg_Case_33,0,0.23815133
+3,external,Her2Neg_Case_34,Her2Neg_Case_34,0,0.44845861
+3,external,Her2Neg_Case_35,Her2Neg_Case_35,0,0.57887989
+3,external,Her2Neg_Case_36,Her2Neg_Case_36,0,0.08719002
+3,external,Her2Neg_Case_37,Her2Neg_Case_37,0,0.22355375
+3,external,Her2Neg_Case_38,Her2Neg_Case_38,0,0.26340520
+3,external,Her2Neg_Case_39,Her2Neg_Case_39,0,0.04525443
+3,external,Her2Neg_Case_40,Her2Neg_Case_40,0,0.26726890
+3,external,Her2Neg_Case_41,Her2Neg_Case_41,0,0.40046346
+3,external,Her2Neg_Case_42,Her2Neg_Case_42,0,0.29863739
+3,external,Her2Neg_Case_43,Her2Neg_Case_43,0,0.18092138
+3,external,Her2Neg_Case_44,Her2Neg_Case_44,0,0.83265281
+3,external,Her2Neg_Case_45,Her2Neg_Case_45,0,0.24323156
+3,external,Her2Neg_Case_46,Her2Neg_Case_46,0,0.63925314
+3,external,Her2Neg_Case_47,Her2Neg_Case_47,0,0.35605410
+3,external,Her2Neg_Case_48,Her2Neg_Case_48,0,0.21783145
+3,external,Her2Neg_Case_49,Her2Neg_Case_49,0,0.24755201
+3,external,Her2Neg_Case_50,Her2Neg_Case_50,0,0.24597597
+3,external,Her2Neg_Case_51,Her2Neg_Case_51,0,0.12467393
+3,external,Her2Neg_Case_52,Her2Neg_Case_52,0,0.14412741
+3,external,Her2Neg_Case_53,Her2Neg_Case_53,0,0.14997222
+3,external,Her2Neg_Case_54,Her2Neg_Case_54,0,0.23623790
+3,external,Her2Neg_Case_55,Her2Neg_Case_55,0,0.26472315
+3,external,Her2Neg_Case_56,Her2Neg_Case_56,0,0.33188596
+3,external,Her2Neg_Case_57,Her2Neg_Case_57,0,0.19891381
+3,external,Her2Neg_Case_58,Her2Neg_Case_58,0,0.15638188
+3,external,Her2Neg_Case_59,Her2Neg_Case_59,0,0.27363023
+3,external,Her2Neg_Case_60,Her2Neg_Case_60,0,0.19773984
+3,external,Her2Neg_Case_61,Her2Neg_Case_61,0,0.15344055
+3,external,Her2Neg_Case_62,Her2Neg_Case_62,0,0.26615393
+3,external,Her2Neg_Case_63,Her2Neg_Case_63,0,0.41450047
+3,external,Her2Neg_Case_64,Her2Neg_Case_64,0,0.34767768
+3,external,Her2Neg_Case_65,Her2Neg_Case_65,0,0.56007475
+3,external,Her2Neg_Case_66,Her2Neg_Case_66,0,0.15162435
+3,external,Her2Neg_Case_67,Her2Neg_Case_67,0,0.18031536
+3,external,Her2Neg_Case_68,Her2Neg_Case_68,0,0.29922378
+3,external,Her2Neg_Case_69,Her2Neg_Case_69,0,0.58856672
+3,external,Her2Neg_Case_70,Her2Neg_Case_70,0,0.32408625
+3,external,Her2Neg_Case_71,Her2Neg_Case_71,0,0.08868862
+3,external,Her2Neg_Case_72,Her2Neg_Case_72,0,0.15954326
+3,external,Her2Neg_Case_73,Her2Neg_Case_73,0,0.23260243
+3,external,Her2Neg_Case_74,Her2Neg_Case_74,0,0.11055419
+3,external,Her2Neg_Case_75,Her2Neg_Case_75,0,0.29807922
+3,external,Her2Neg_Case_76,Her2Neg_Case_76,0,0.38985023
+3,external,Her2Neg_Case_77,Her2Neg_Case_77,0,0.23855363
+3,external,Her2Neg_Case_78,Her2Neg_Case_78,0,0.30251858
+3,external,Her2Neg_Case_79,Her2Neg_Case_79,0,0.17266910
+3,external,Her2Neg_Case_80,Her2Neg_Case_80,0,0.43221471
+3,external,Her2Neg_Case_81,Her2Neg_Case_81,0,0.15300189
+3,external,Her2Neg_Case_82,Her2Neg_Case_82,0,0.27775899
+3,external,Her2Neg_Case_83,Her2Neg_Case_83,0,0.09318349
+3,external,Her2Neg_Case_84,Her2Neg_Case_84,0,0.33531079
+3,external,Her2Neg_Case_85,Her2Neg_Case_85,0,0.46055588
+3,external,Her2Neg_Case_86,Her2Neg_Case_86,0,0.83295143
+3,external,Her2Neg_Case_87,Her2Neg_Case_87,0,0.46175659
+3,external,Her2Neg_Case_88,Her2Neg_Case_88,0,0.47348505
+3,external,Her2Neg_Case_89,Her2Neg_Case_89,0,0.23530740
+3,external,Her2Neg_Case_90,Her2Neg_Case_90,0,0.64693588
+3,external,Her2Neg_Case_91,Her2Neg_Case_91,0,0.43424895
+3,external,Her2Neg_Case_92,Her2Neg_Case_92,0,0.24981746
+3,external,Her2Neg_Case_93,Her2Neg_Case_93,0,0.19826514
+3,external,Her2Neg_Case_94,Her2Neg_Case_94,0,0.21060041
+3,external,Her2Neg_Case_95,Her2Neg_Case_95,0,0.37350461
+3,external,Her2Neg_Case_96,Her2Neg_Case_96,0,0.17755157
+3,external,Her2Neg_Case_97,Her2Neg_Case_97,0,0.32259938
+3,external,Her2Neg_Case_98,Her2Neg_Case_98,0,0.35646975
+3,external,Her2Neg_Case_99,Her2Neg_Case_99,0,0.21492079
+3,external,Her2Pos_Case_01,Her2Pos_Case_01,1,0.47053733
+3,external,Her2Pos_Case_02,Her2Pos_Case_02,1,0.66621894
+3,external,Her2Pos_Case_03,Her2Pos_Case_03,1,0.17213862
+3,external,Her2Pos_Case_04,Her2Pos_Case_04,1,0.61855179
+3,external,Her2Pos_Case_05,Her2Pos_Case_05,1,0.62985629
+3,external,Her2Pos_Case_06,Her2Pos_Case_06,1,0.27260086
+3,external,Her2Pos_Case_07,Her2Pos_Case_07,1,0.36519936
+3,external,Her2Pos_Case_08,Her2Pos_Case_08,1,0.63532573
+3,external,Her2Pos_Case_09,Her2Pos_Case_09,1,0.60627300
+3,external,Her2Pos_Case_10,Her2Pos_Case_10,1,0.36065152
+3,external,Her2Pos_Case_11,Her2Pos_Case_11,1,0.55312115
+3,external,Her2Pos_Case_12,Her2Pos_Case_12,1,0.32578585
+3,external,Her2Pos_Case_13,Her2Pos_Case_13,1,0.22333759
+3,external,Her2Pos_Case_14,Her2Pos_Case_14,1,0.55927503
+3,external,Her2Pos_Case_15,Her2Pos_Case_15,1,0.65295833
+3,external,Her2Pos_Case_16,Her2Pos_Case_16,1,0.68525988
+3,external,Her2Pos_Case_17,Her2Pos_Case_17,1,0.47426265
+3,external,Her2Pos_Case_18,Her2Pos_Case_18,1,0.18274805
+3,external,Her2Pos_Case_19,Her2Pos_Case_19,1,0.75711685
+3,external,Her2Pos_Case_20,Her2Pos_Case_20,1,0.59126377
+3,external,Her2Pos_Case_21,Her2Pos_Case_21,1,0.76070422
+3,external,Her2Pos_Case_23,Her2Pos_Case_23,1,0.82433242
+3,external,Her2Pos_Case_24,Her2Pos_Case_24,1,0.71964920
+3,external,Her2Pos_Case_25,Her2Pos_Case_25,1,0.63368052
+3,external,Her2Pos_Case_26,Her2Pos_Case_26,1,0.46468803
+3,external,Her2Pos_Case_27,Her2Pos_Case_27,1,0.23825803
+3,external,Her2Pos_Case_28,Her2Pos_Case_28,1,0.69482356
+3,external,Her2Pos_Case_29,Her2Pos_Case_29,1,0.17057440
+3,external,Her2Pos_Case_30,Her2Pos_Case_30,1,0.53599381
+3,external,Her2Pos_Case_31,Her2Pos_Case_31,1,0.15205158
+3,external,Her2Pos_Case_32,Her2Pos_Case_32,1,0.27893060
+3,external,Her2Pos_Case_33,Her2Pos_Case_33,1,0.33317381
+3,external,Her2Pos_Case_34,Her2Pos_Case_34,1,0.63159770
+3,external,Her2Pos_Case_35,Her2Pos_Case_35,1,0.68521255
+3,external,Her2Pos_Case_36,Her2Pos_Case_36,1,0.38881770
+3,external,Her2Pos_Case_37,Her2Pos_Case_37,1,0.38969105
+3,external,Her2Pos_Case_38,Her2Pos_Case_38,1,0.71441364
+3,external,Her2Pos_Case_39,Her2Pos_Case_39,1,0.79940784
+3,external,Her2Pos_Case_40,Her2Pos_Case_40,1,0.50695789
+3,external,Her2Pos_Case_41,Her2Pos_Case_41,1,0.56016570
+3,external,Her2Pos_Case_42,Her2Pos_Case_42,1,0.53545630
+3,external,Her2Pos_Case_43,Her2Pos_Case_43,1,0.30125594
+3,external,Her2Pos_Case_44,Her2Pos_Case_44,1,0.88906628
+3,external,Her2Pos_Case_45,Her2Pos_Case_45,1,0.70541728
+3,external,Her2Pos_Case_46,Her2Pos_Case_46,1,0.46126685
+3,external,Her2Pos_Case_47,Her2Pos_Case_47,1,0.62316924
+3,external,Her2Pos_Case_48,Her2Pos_Case_48,1,0.59668130
+3,external,Her2Pos_Case_49,Her2Pos_Case_49,1,0.34298849
+3,external,Her2Pos_Case_50,Her2Pos_Case_50,1,0.57520968
+3,external,Her2Pos_Case_51,Her2Pos_Case_51,1,0.66617215
+3,external,Her2Pos_Case_52,Her2Pos_Case_52,1,0.68008292
+3,external,Her2Pos_Case_53,Her2Pos_Case_53,1,0.17488500
+3,external,Her2Pos_Case_54,Her2Pos_Case_54,1,0.34157693
+3,external,Her2Pos_Case_55,Her2Pos_Case_55,1,0.65710104
+3,external,Her2Pos_Case_56,Her2Pos_Case_56,1,0.30664426
+3,external,Her2Pos_Case_57,Her2Pos_Case_57,1,0.64500135
+3,external,Her2Pos_Case_58,Her2Pos_Case_58,1,0.62772071
+3,external,Her2Pos_Case_59,Her2Pos_Case_59,1,0.34623542
+3,external,Her2Pos_Case_60,Her2Pos_Case_60,1,0.66935515
+3,external,Her2Pos_Case_61,Her2Pos_Case_61,1,0.70536625
+3,external,Her2Pos_Case_62,Her2Pos_Case_62,1,0.72813743
+3,external,Her2Pos_Case_63,Her2Pos_Case_63,1,0.24685504
+3,external,Her2Pos_Case_64,Her2Pos_Case_64,1,0.46167156
+3,external,Her2Pos_Case_65,Her2Pos_Case_65,1,0.57551110
+3,external,Her2Pos_Case_66,Her2Pos_Case_66,1,0.55307257
+3,external,Her2Pos_Case_67,Her2Pos_Case_67,1,0.14788929
+3,external,Her2Pos_Case_68,Her2Pos_Case_68,1,0.38573527
+3,external,Her2Pos_Case_69,Her2Pos_Case_69,1,0.81500131
+3,external,Her2Pos_Case_70,Her2Pos_Case_70,1,0.64734763
+3,external,Her2Pos_Case_71,Her2Pos_Case_71,1,0.57905269
+3,external,Her2Pos_Case_72,Her2Pos_Case_72,1,0.63880485
+3,external,Her2Pos_Case_73,Her2Pos_Case_73,1,0.41828901
+3,external,Her2Pos_Case_74,Her2Pos_Case_74,1,0.62029117
+3,external,Her2Pos_Case_75,Her2Pos_Case_75,1,0.62815887
+3,external,Her2Pos_Case_76,Her2Pos_Case_76,1,0.46137869
+3,external,Her2Pos_Case_77,Her2Pos_Case_77,1,0.26716766
+3,external,Her2Pos_Case_78,Her2Pos_Case_78,1,0.22173487
+3,external,Her2Pos_Case_79,Her2Pos_Case_79,1,0.52834648
+3,external,Her2Pos_Case_80,Her2Pos_Case_80,1,0.34010664
+3,external,Her2Pos_Case_81,Her2Pos_Case_81,1,0.58265978
+3,external,Her2Pos_Case_82,Her2Pos_Case_82,1,0.70765632
+3,external,Her2Pos_Case_83,Her2Pos_Case_83,1,0.20639908
+3,external,Her2Pos_Case_84,Her2Pos_Case_84,1,0.15015373
+3,external,Her2Pos_Case_85,Her2Pos_Case_85,1,0.57222039
+3,external,Her2Pos_Case_86,Her2Pos_Case_86,1,0.11431377
+3,external,Her2Pos_Case_87,Her2Pos_Case_87,1,0.40397218
+3,external,Her2Pos_Case_88,Her2Pos_Case_88,1,0.69568264
+3,external,Her2Pos_Case_89,Her2Pos_Case_89,1,0.75736260
+3,external,Her2Pos_Case_90,Her2Pos_Case_90,1,0.63161790
+3,external,Her2Pos_Case_91,Her2Pos_Case_91,1,0.41663015
+3,external,Her2Pos_Case_92,Her2Pos_Case_92,1,0.57857627
+3,external,Her2Pos_Case_93,Her2Pos_Case_93,1,0.19108216
+3,external,Her2Pos_Case_94,Her2Pos_Case_94,1,0.68910557
+4,external,Her2Neg_Case_01,Her2Neg_Case_01,0,0.10920936
+4,external,Her2Neg_Case_02,Her2Neg_Case_02,0,0.22370473
+4,external,Her2Neg_Case_03,Her2Neg_Case_03,0,0.13238762
+4,external,Her2Neg_Case_04,Her2Neg_Case_04,0,0.09559790
+4,external,Her2Neg_Case_05,Her2Neg_Case_05,0,0.12359516
+4,external,Her2Neg_Case_06,Her2Neg_Case_06,0,0.13234617
+4,external,Her2Neg_Case_07,Her2Neg_Case_07,0,0.09874551
+4,external,Her2Neg_Case_08,Her2Neg_Case_08,0,0.09932975
+4,external,Her2Neg_Case_09,Her2Neg_Case_09,0,0.29981232
+4,external,Her2Neg_Case_10,Her2Neg_Case_10,0,0.07806168
+4,external,Her2Neg_Case_11,Her2Neg_Case_11,0,0.08891365
+4,external,Her2Neg_Case_12,Her2Neg_Case_12,0,0.03206484
+4,external,Her2Neg_Case_13,Her2Neg_Case_13,0,0.08943218
+4,external,Her2Neg_Case_14,Her2Neg_Case_14,0,0.03516105
+4,external,Her2Neg_Case_15,Her2Neg_Case_15,0,0.11814269
+4,external,Her2Neg_Case_16,Her2Neg_Case_16,0,0.08696078
+4,external,Her2Neg_Case_17,Her2Neg_Case_17,0,0.08184431
+4,external,Her2Neg_Case_18,Her2Neg_Case_18,0,0.14272152
+4,external,Her2Neg_Case_19,Her2Neg_Case_19,0,0.29699996
+4,external,Her2Neg_Case_20,Her2Neg_Case_20,0,0.22635233
+4,external,Her2Neg_Case_21,Her2Neg_Case_21,0,0.12332141
+4,external,Her2Neg_Case_22,Her2Neg_Case_22,0,0.14137414
+4,external,Her2Neg_Case_23,Her2Neg_Case_23,0,0.11677624
+4,external,Her2Neg_Case_24,Her2Neg_Case_24,0,0.46412459
+4,external,Her2Neg_Case_25,Her2Neg_Case_25,0,0.66611981
+4,external,Her2Neg_Case_26,Her2Neg_Case_26,0,0.26656064
+4,external,Her2Neg_Case_27,Her2Neg_Case_27,0,0.13048913
+4,external,Her2Neg_Case_28,Her2Neg_Case_28,0,0.14946464
+4,external,Her2Neg_Case_29,Her2Neg_Case_29,0,0.15214396
+4,external,Her2Neg_Case_30,Her2Neg_Case_30,0,0.08378490
+4,external,Her2Neg_Case_31,Her2Neg_Case_31,0,0.44522125
+4,external,Her2Neg_Case_32,Her2Neg_Case_32,0,0.15579486
+4,external,Her2Neg_Case_33,Her2Neg_Case_33,0,0.14042418
+4,external,Her2Neg_Case_34,Her2Neg_Case_34,0,0.46001041
+4,external,Her2Neg_Case_35,Her2Neg_Case_35,0,0.22645390
+4,external,Her2Neg_Case_36,Her2Neg_Case_36,0,0.07992293
+4,external,Her2Neg_Case_37,Her2Neg_Case_37,0,0.19441794
+4,external,Her2Neg_Case_38,Her2Neg_Case_38,0,0.10873728
+4,external,Her2Neg_Case_39,Her2Neg_Case_39,0,0.06085147
+4,external,Her2Neg_Case_40,Her2Neg_Case_40,0,0.16780290
+4,external,Her2Neg_Case_41,Her2Neg_Case_41,0,0.15343022
+4,external,Her2Neg_Case_42,Her2Neg_Case_42,0,0.14571330
+4,external,Her2Neg_Case_43,Her2Neg_Case_43,0,0.11867794
+4,external,Her2Neg_Case_44,Her2Neg_Case_44,0,0.52108699
+4,external,Her2Neg_Case_45,Her2Neg_Case_45,0,0.15640965
+4,external,Her2Neg_Case_46,Her2Neg_Case_46,0,0.25727978
+4,external,Her2Neg_Case_47,Her2Neg_Case_47,0,0.25660145
+4,external,Her2Neg_Case_48,Her2Neg_Case_48,0,0.05451020
+4,external,Her2Neg_Case_49,Her2Neg_Case_49,0,0.09162815
+4,external,Her2Neg_Case_50,Her2Neg_Case_50,0,0.09539451
+4,external,Her2Neg_Case_51,Her2Neg_Case_51,0,0.08750742
+4,external,Her2Neg_Case_52,Her2Neg_Case_52,0,0.07397603
+4,external,Her2Neg_Case_53,Her2Neg_Case_53,0,0.04062369
+4,external,Her2Neg_Case_54,Her2Neg_Case_54,0,0.11868572
+4,external,Her2Neg_Case_55,Her2Neg_Case_55,0,0.10581628
+4,external,Her2Neg_Case_56,Her2Neg_Case_56,0,0.16199979
+4,external,Her2Neg_Case_57,Her2Neg_Case_57,0,0.14312789
+4,external,Her2Neg_Case_58,Her2Neg_Case_58,0,0.06360781
+4,external,Her2Neg_Case_59,Her2Neg_Case_59,0,0.21216817
+4,external,Her2Neg_Case_60,Her2Neg_Case_60,0,0.20498452
+4,external,Her2Neg_Case_61,Her2Neg_Case_61,0,0.03002891
+4,external,Her2Neg_Case_62,Her2Neg_Case_62,0,0.03786192
+4,external,Her2Neg_Case_63,Her2Neg_Case_63,0,0.14226846
+4,external,Her2Neg_Case_64,Her2Neg_Case_64,0,0.14305286
+4,external,Her2Neg_Case_65,Her2Neg_Case_65,0,0.26189476
+4,external,Her2Neg_Case_66,Her2Neg_Case_66,0,0.08374030
+4,external,Her2Neg_Case_67,Her2Neg_Case_67,0,0.09370773
+4,external,Her2Neg_Case_68,Her2Neg_Case_68,0,0.14662577
+4,external,Her2Neg_Case_69,Her2Neg_Case_69,0,0.39282286
+4,external,Her2Neg_Case_70,Her2Neg_Case_70,0,0.14997500
+4,external,Her2Neg_Case_71,Her2Neg_Case_71,0,0.06645938
+4,external,Her2Neg_Case_72,Her2Neg_Case_72,0,0.16904470
+4,external,Her2Neg_Case_73,Her2Neg_Case_73,0,0.07465006
+4,external,Her2Neg_Case_74,Her2Neg_Case_74,0,0.09840018
+4,external,Her2Neg_Case_75,Her2Neg_Case_75,0,0.16831917
+4,external,Her2Neg_Case_76,Her2Neg_Case_76,0,0.22361572
+4,external,Her2Neg_Case_77,Her2Neg_Case_77,0,0.09190077
+4,external,Her2Neg_Case_78,Her2Neg_Case_78,0,0.21270990
+4,external,Her2Neg_Case_79,Her2Neg_Case_79,0,0.05697164
+4,external,Her2Neg_Case_80,Her2Neg_Case_80,0,0.15695852
+4,external,Her2Neg_Case_81,Her2Neg_Case_81,0,0.05603728
+4,external,Her2Neg_Case_82,Her2Neg_Case_82,0,0.12958694
+4,external,Her2Neg_Case_83,Her2Neg_Case_83,0,0.04601345
+4,external,Her2Neg_Case_84,Her2Neg_Case_84,0,0.12841797
+4,external,Her2Neg_Case_85,Her2Neg_Case_85,0,0.25317577
+4,external,Her2Neg_Case_86,Her2Neg_Case_86,0,0.57506359
+4,external,Her2Neg_Case_87,Her2Neg_Case_87,0,0.25802246
+4,external,Her2Neg_Case_88,Her2Neg_Case_88,0,0.37775144
+4,external,Her2Neg_Case_89,Her2Neg_Case_89,0,0.15758707
+4,external,Her2Neg_Case_90,Her2Neg_Case_90,0,0.34756246
+4,external,Her2Neg_Case_91,Her2Neg_Case_91,0,0.16125619
+4,external,Her2Neg_Case_92,Her2Neg_Case_92,0,0.05956282
+4,external,Her2Neg_Case_93,Her2Neg_Case_93,0,0.12086520
+4,external,Her2Neg_Case_94,Her2Neg_Case_94,0,0.03964855
+4,external,Her2Neg_Case_95,Her2Neg_Case_95,0,0.13981844
+4,external,Her2Neg_Case_96,Her2Neg_Case_96,0,0.07563939
+4,external,Her2Neg_Case_97,Her2Neg_Case_97,0,0.08199871
+4,external,Her2Neg_Case_98,Her2Neg_Case_98,0,0.14200406
+4,external,Her2Neg_Case_99,Her2Neg_Case_99,0,0.08169986
+4,external,Her2Pos_Case_01,Her2Pos_Case_01,1,0.30557081
+4,external,Her2Pos_Case_02,Her2Pos_Case_02,1,0.36199373
+4,external,Her2Pos_Case_03,Her2Pos_Case_03,1,0.21413460
+4,external,Her2Pos_Case_04,Her2Pos_Case_04,1,0.34071639
+4,external,Her2Pos_Case_05,Her2Pos_Case_05,1,0.22707592
+4,external,Her2Pos_Case_06,Her2Pos_Case_06,1,0.21750186
+4,external,Her2Pos_Case_07,Her2Pos_Case_07,1,0.24003538
+4,external,Her2Pos_Case_08,Her2Pos_Case_08,1,0.40020341
+4,external,Her2Pos_Case_09,Her2Pos_Case_09,1,0.20821552
+4,external,Her2Pos_Case_10,Her2Pos_Case_10,1,0.10123753
+4,external,Her2Pos_Case_11,Her2Pos_Case_11,1,0.35630846
+4,external,Her2Pos_Case_12,Her2Pos_Case_12,1,0.17450988
+4,external,Her2Pos_Case_13,Her2Pos_Case_13,1,0.09630033
+4,external,Her2Pos_Case_14,Her2Pos_Case_14,1,0.30938768
+4,external,Her2Pos_Case_15,Her2Pos_Case_15,1,0.31106776
+4,external,Her2Pos_Case_16,Her2Pos_Case_16,1,0.45473191
+4,external,Her2Pos_Case_17,Her2Pos_Case_17,1,0.27939293
+4,external,Her2Pos_Case_18,Her2Pos_Case_18,1,0.16811469
+4,external,Her2Pos_Case_19,Her2Pos_Case_19,1,0.50250059
+4,external,Her2Pos_Case_20,Her2Pos_Case_20,1,0.24582212
+4,external,Her2Pos_Case_21,Her2Pos_Case_21,1,0.44314086
+4,external,Her2Pos_Case_23,Her2Pos_Case_23,1,0.41410080
+4,external,Her2Pos_Case_24,Her2Pos_Case_24,1,0.32753086
+4,external,Her2Pos_Case_25,Her2Pos_Case_25,1,0.48631778
+4,external,Her2Pos_Case_26,Her2Pos_Case_26,1,0.41541314
+4,external,Her2Pos_Case_27,Her2Pos_Case_27,1,0.26369375
+4,external,Her2Pos_Case_28,Her2Pos_Case_28,1,0.46919379
+4,external,Her2Pos_Case_29,Her2Pos_Case_29,1,0.13587500
+4,external,Her2Pos_Case_30,Her2Pos_Case_30,1,0.34669724
+4,external,Her2Pos_Case_31,Her2Pos_Case_31,1,0.13655475
+4,external,Her2Pos_Case_32,Her2Pos_Case_32,1,0.15271190
+4,external,Her2Pos_Case_33,Her2Pos_Case_33,1,0.29020762
+4,external,Her2Pos_Case_34,Her2Pos_Case_34,1,0.26175940
+4,external,Her2Pos_Case_35,Her2Pos_Case_35,1,0.40410417
+4,external,Her2Pos_Case_36,Her2Pos_Case_36,1,0.29193461
+4,external,Her2Pos_Case_37,Her2Pos_Case_37,1,0.27227297
+4,external,Her2Pos_Case_38,Her2Pos_Case_38,1,0.36058629
+4,external,Her2Pos_Case_39,Her2Pos_Case_39,1,0.53058940
+4,external,Her2Pos_Case_40,Her2Pos_Case_40,1,0.19600050
+4,external,Her2Pos_Case_41,Her2Pos_Case_41,1,0.31836414
+4,external,Her2Pos_Case_42,Her2Pos_Case_42,1,0.24236694
+4,external,Her2Pos_Case_43,Her2Pos_Case_43,1,0.06376798
+4,external,Her2Pos_Case_44,Her2Pos_Case_44,1,0.60777342
+4,external,Her2Pos_Case_45,Her2Pos_Case_45,1,0.48865768
+4,external,Her2Pos_Case_46,Her2Pos_Case_46,1,0.27109033
+4,external,Her2Pos_Case_47,Her2Pos_Case_47,1,0.45382592
+4,external,Her2Pos_Case_48,Her2Pos_Case_48,1,0.45776367
+4,external,Her2Pos_Case_49,Her2Pos_Case_49,1,0.15712573
+4,external,Her2Pos_Case_50,Her2Pos_Case_50,1,0.27536020
+4,external,Her2Pos_Case_51,Her2Pos_Case_51,1,0.39819020
+4,external,Her2Pos_Case_52,Her2Pos_Case_52,1,0.44209152
+4,external,Her2Pos_Case_53,Her2Pos_Case_53,1,0.13989206
+4,external,Her2Pos_Case_54,Her2Pos_Case_54,1,0.15021408
+4,external,Her2Pos_Case_55,Her2Pos_Case_55,1,0.55940866
+4,external,Her2Pos_Case_56,Her2Pos_Case_56,1,0.14653137
+4,external,Her2Pos_Case_57,Her2Pos_Case_57,1,0.40160820
+4,external,Her2Pos_Case_58,Her2Pos_Case_58,1,0.25554663
+4,external,Her2Pos_Case_59,Her2Pos_Case_59,1,0.19978897
+4,external,Her2Pos_Case_60,Her2Pos_Case_60,1,0.50257874
+4,external,Her2Pos_Case_61,Her2Pos_Case_61,1,0.42774194
+4,external,Her2Pos_Case_62,Her2Pos_Case_62,1,0.36180106
+4,external,Her2Pos_Case_63,Her2Pos_Case_63,1,0.23963480
+4,external,Her2Pos_Case_64,Her2Pos_Case_64,1,0.29875639
+4,external,Her2Pos_Case_65,Her2Pos_Case_65,1,0.36999702
+4,external,Her2Pos_Case_66,Her2Pos_Case_66,1,0.32572222
+4,external,Her2Pos_Case_67,Her2Pos_Case_67,1,0.18697309
+4,external,Her2Pos_Case_68,Her2Pos_Case_68,1,0.07022703
+4,external,Her2Pos_Case_69,Her2Pos_Case_69,1,0.70348614
+4,external,Her2Pos_Case_70,Her2Pos_Case_70,1,0.48915568
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data/paper/paper-data/reader/predictions.csv

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data/paper/paper-data/stage_ladder.dat

@@ -0,0 +1,5 @@
+x stage yy tt ty yt
+0 ssl 0.7610 0.5890 0.5890 0.5200
+1 distil 0.8580 0.7050 0.7620 0.6250
+2 jepa1 0.8497 0.6877 0.7950 0.6423
+3 jepa2 0.8440 0.6900 0.8120 0.6500

data/paper/paper-data/stage_refs.dat

@@ -0,0 +1,3 @@
+enc yy tt ty yt
+phikon 0.8720 0.6790 0.8110 0.6620
+hopt 0.8970 0.6760 0.8050 0.6530

data/paper/paper-data/table_her2low_ladder.tex

@@ -0,0 +1,17 @@
+% Generated by docs/paper/paper_her2tasks.py (HER2-low vs zero along our training stages, 10 paired seeds)
+\begin{tabularx}{\linewidth}{@{}>{\raggedright\arraybackslash}X c c@{}}
+\toprule
+our ViT-S/16 & AUC (SD) & against stage 2 \\
+\midrule
+stage 1: self-supervised & 0.662 (0.015) & $-$0.020 (8/10 lower) \\
+stage 2: distilled, step 25,000 & \textbf{0.683} (0.014) & -- \\
+\quad + JEPA round 1 & 0.661 (0.029) & $-$0.022 (7/10 lower) \\
+\quad + JEPA round 2 (\textbf{final}) & 0.649 (0.024) & $-$0.034 (8/10 lower) \\
+\quad 0.75 final + 0.25 stage 2 (weights) & 0.651 (0.029) & $-$0.031 (7/10 lower) \\
+\quad 0.5 final + 0.5 stage 2 (weights) & 0.665 (0.028) & $-$0.018 (6/10 lower) \\
+distillation continued to step 100,000 & 0.649 (0.024) & $-$0.034 (10/10 lower) \\
+\quad + JEPA & 0.629 (0.030) & $-$0.054 (10/10 lower) \\
+\midrule
+H-optimus-0 (teacher) / Phikon & 0.692 / 0.741 & \\
+\bottomrule
+\end{tabularx}

data/paper/paper-data/table_her2tasks.tex

@@ -0,0 +1,16 @@
+% Generated by docs/paper/paper_her2tasks.py (TCGA-BRCA; 10 paired seeds)
+\begin{tabularx}{\linewidth}{@{}>{\raggedright\arraybackslash}X r c cc@{}}
+\toprule
+ & & HER2-low vs HER2-zero & \multicolumn{2}{c}{FISH amplification, read by the HER2 reader} \\
+\cmidrule(lr){3-3}\cmidrule(lr){4-5}
+tile encoder & params & dedicated head & Yale-trained & TCGA-trained, out of fold \\
+\midrule
+Phikon & 86M & 0.741$^{1}$ & 0.619$^{6}$ & 0.654$^{3}$ \\
+H-optimus-0 & 1.1B & 0.692$^{2}$ & 0.706$^{1}$ & 0.690$^{1}$ \\
+Hibou-B & 86M & 0.678$^{3}$ & 0.672$^{3}$ & 0.572$^{5}$ \\
+\textbf{Ours (final)} & 22M & \textbf{0.649$^{4}$} & \textbf{0.682$^{2}$} & \textbf{0.669$^{2}$} \\
+Midnight-12k & 1.1B & 0.626$^{5}$ & 0.650$^{4}$ & 0.644$^{4}$ \\
+ResNet-50$^\ast$ & 26M & 0.615$^{6}$ & 0.575$^{7}$ & 0.445$^{7}$ \\
+DINOv2-S$^\ast$ & 22M & 0.613$^{7}$ & 0.632$^{5}$ & 0.469$^{6}$ \\
+\bottomrule
+\end{tabularx}

data/paper/paper-data/table_her2tasks_full.tex

@@ -0,0 +1,19 @@
+% Generated by docs/paper/paper_her2tasks.py (TCGA-BRCA; 10 paired seeds; p: exact one-sided Wilcoxon)
+\begin{tabularx}{\linewidth}{@{}>{\raggedright\arraybackslash}X c c c c c c c@{}}
+\toprule
+test & \textbf{ours} & Phikon & H-optimus-0 & Hibou-B & Midnight-12k & ResNet-50 & DINOv2-S \\
+\midrule
+HER2-low, head & \textbf{0.649$^{4}$} & 0.741$^{1}$ & 0.692$^{2}$ & 0.678$^{3}$ & 0.626$^{5}$ & 0.615$^{6}$ & 0.613$^{7}$ \\
+\quad SD; $p$ vs ours & 0.024; -- & 0.028; $<$0.01 & 0.026; $<$0.01 & 0.014; 0.02 & 0.036; 0.08 & 0.031; 0.02 & 0.037; $<$0.01 \\
+HER2-low, reader Y & \textbf{0.456$^{6}$} & 0.479$^{4}$ & 0.500$^{2}$ & 0.542$^{1}$ & 0.494$^{3}$ & 0.462$^{5}$ & 0.441$^{7}$ \\
+\quad SD; $p$ vs ours & 0.010; -- & 0.013; $<$0.01 & 0.007; $<$0.01 & 0.015; $<$0.01 & 0.010; $<$0.01 & 0.014; 0.28 & 0.019; 0.03 \\
+HER2-low, reader T & \textbf{0.560$^{4}$} & 0.551$^{6}$ & 0.569$^{2}$ & 0.553$^{5}$ & 0.570$^{1}$ & 0.541$^{7}$ & 0.565$^{3}$ \\
+\quad SD; $p$ vs ours & 0.026; -- & 0.044; 0.28 & 0.030; 0.28 & 0.032; 0.31 & 0.029; 0.28 & 0.028; 0.05 & 0.051; 0.31 \\
+FISH, head & \textbf{0.544$^{2}$} & 0.475$^{5}$ & 0.546$^{1}$ & 0.485$^{4}$ & 0.538$^{3}$ & 0.468$^{7}$ & 0.471$^{6}$ \\
+\quad SD; $p$ vs ours & 0.022; -- & 0.017; $<$0.01 & 0.025; 0.35 & 0.029; $<$0.01 & 0.034; 0.28 & 0.022; $<$0.01 & 0.048; $<$0.01 \\
+FISH, reader Y & \textbf{0.682$^{2}$} & 0.619$^{6}$ & 0.706$^{1}$ & 0.672$^{3}$ & 0.650$^{4}$ & 0.575$^{7}$ & 0.632$^{5}$ \\
+\quad SD; $p$ vs ours & 0.019; -- & 0.007; $<$0.01 & 0.009; $<$0.01 & 0.015; 0.12 & 0.005; $<$0.01 & 0.016; $<$0.01 & 0.014; $<$0.01 \\
+FISH, reader T & \textbf{0.669$^{2}$} & 0.654$^{3}$ & 0.690$^{1}$ & 0.572$^{5}$ & 0.644$^{4}$ & 0.445$^{7}$ & 0.469$^{6}$ \\
+\quad SD; $p$ vs ours & 0.024; -- & 0.020; 0.04 & 0.034; 0.04 & 0.034; $<$0.01 & 0.030; 0.01 & 0.030; $<$0.01 & 0.035; $<$0.01 \\
+\bottomrule
+\end{tabularx}

data/paper/paper-data/table_pathbench.tex

@@ -0,0 +1,16 @@
+% Generated by docs/paper/paper_pathbench.py (local PathBench, HER2 status, 10 paired seeds)
+\begin{tabularx}{\linewidth}{@{}>{\raggedright\arraybackslash}X l r cc cc@{}}
+\toprule
+ & & & \multicolumn{2}{c}{TCGA-BRCA} & \multicolumn{2}{c}{Yale-HER2} \\
+\cmidrule(lr){4-5}\cmidrule(lr){6-7}
+tile encoder & architecture & params & AUC & $p$ vs best & AUC & $p$ vs best \\
+\midrule
+\textbf{Ours (final)} & ViT-S/16 & 22M & \textbf{0.689$^{1}$} & -- & \textbf{0.897$^{3}$} & 0.16 \\
+H-optimus-0 & ViT-g/14 & 1.1B & 0.660$^{2}$ & 0.08 & 0.913$^{1}$ & -- \\
+Phikon & ViT-B/16 & 86M & 0.656$^{3}$ & 0.18 & 0.901$^{2}$ & 0.18 \\
+Midnight-12k & ViT-g/14 & 1.1B & 0.630$^{4}$ & $<$0.01 & 0.878$^{4}$ & 0.02 \\
+Hibou-B & ViT-B/14 & 86M & 0.605$^{5}$ & $<$0.01 & 0.853$^{5}$ & $<$0.01 \\
+DINOv2-S$^\ast$ & ViT-S/14 & 22M & 0.541$^{7}$ & $<$0.01 & 0.794$^{6}$ & $<$0.01 \\
+ResNet-50$^\ast$ & CNN & 26M & 0.567$^{6}$ & $<$0.01 & 0.730$^{7}$ & $<$0.01 \\
+\bottomrule
+\end{tabularx}

data/paper/paper-data/table_rank.tex

@@ -0,0 +1,14 @@
+% Generated by docs/paper/paper_data.py (ten-seed means; superscript: rank in the column)
+\begin{tabularx}{\linewidth}{@{}>{\raggedright\arraybackslash}X l r r cccc@{}}
+\toprule
+tile encoder & architecture & params & CPU s & Yale$\to$Yale & TCGA$\to$TCGA & TCGA$\to$Yale & Yale$\to$TCGA \\
+\midrule
+\textbf{Ours (final)} & ViT-S/16 & 22M & 8.4 & \textbf{0.844$^{3}$} & \textbf{0.690$^{1}$} & \textbf{0.812$^{1}$} & \textbf{0.650$^{3}$} \\
+Phikon & ViT-B/16 & 86M & 23.0 & 0.872$^{2}$ & 0.679$^{2}$ & 0.811$^{2}$ & 0.662$^{1}$ \\
+H-optimus-0 & ViT-g/14 & 1.1B & 312 & 0.897$^{1}$ & 0.676$^{3}$ & 0.805$^{3}$ & 0.653$^{2}$ \\
+Hibou-B & ViT-B/14 & 86M & -- & 0.786$^{5}$ & 0.626$^{4}$ & 0.749$^{4}$ & 0.637$^{5}$ \\
+Midnight-12k & ViT-g/14 & 1.1B & 312$^\dagger$ & 0.834$^{4}$ & 0.623$^{5}$ & 0.727$^{5}$ & 0.638$^{4}$ \\
+ResNet-50$^\ast$ & CNN & 26M & -- & 0.700$^{6}$ & 0.545$^{6}$ & 0.638$^{6}$ & 0.568$^{7}$ \\
+DINOv2-S$^\ast$ & ViT-S/14 & 22M & -- & 0.676$^{7}$ & 0.495$^{7}$ & 0.589$^{7}$ & 0.573$^{6}$ \\
+\bottomrule
+\end{tabularx}

data/paper/paper-data/table_v23.tex

@@ -0,0 +1,23 @@
+% Generated by docs/paper/paper_data.py from ../training/data/m5_macros.tex
+\begin{tabularx}{\linewidth}{@{}>{\raggedright\arraybackslash}X cccc@{}}
+\toprule
+encoder & Yale$\to$Yale & TCGA$\to$TCGA & TCGA$\to$Yale & Yale$\to$TCGA \\
+\midrule
+\multicolumn{5}{@{}l}{\emph{Released encoders}} \\
+\quad Phikon (ViT-B/16, 86M) & 0.872 (0.014) & 0.679 (0.012) & 0.811 (0.014) & 0.662 (0.003) \\
+\quad H-optimus-0 (ViT-g/14, 1.1B) & 0.897 (0.012) & 0.676 (0.017) & 0.805 (0.020) & 0.653 (0.010) \\
+\quad Hibou-B (ViT-B/14, 86M) & 0.786 (0.025) & 0.626 (0.011) & 0.749 (0.027) & 0.637 (0.011) \\
+\quad Midnight-12k (ViT-g/14, 1.1B) & 0.834 (0.018) & 0.623 (0.019) & 0.727 (0.029) & 0.638 (0.005) \\
+\quad ResNet-50, ImageNet (26M) & 0.700 (0.022) & 0.545 (0.017) & 0.638 (0.022) & 0.568 (0.015) \\
+\quad DINOv2 ViT-S/14, natural images (22M) & 0.676 (0.029) & 0.495 (0.016) & 0.589 (0.016) & 0.573 (0.009) \\
+\multicolumn{5}{@{}l}{\emph{Our ViT-S/16 after each stage}} \\
+\quad Stage 1: self-supervised & 0.761 (0.027) & 0.589 (0.020) & 0.589 (0.047) & 0.520 (0.006) \\
+\quad Stage 2: distilled (step 25,000) & 0.858 (0.022) & 0.705 (0.009) & 0.762 (0.011) & 0.625 (0.007) \\
+\quad Stage 3, JEPA round 1, seed 3 & 0.848 (0.015) & 0.689 (0.014) & 0.798 (0.011) & 0.642 (0.009) \\
+\quad Stage 3, JEPA round 1, seed 4 & 0.851 (0.014) & 0.687 (0.019) & 0.792 (0.016) & 0.642 (0.008) \\
+\quad Stage 3, JEPA round 1, seed 5 & 0.850 (0.012) & 0.687 (0.018) & 0.795 (0.014) & 0.643 (0.008) \\
+\quad Stage 3, JEPA round 2 from seed 3 (final) & 0.844 (0.022) & 0.690 (0.012) & 0.812 (0.015) & 0.650 (0.008) \\
+\quad Stage 3, JEPA round 2 from seed 4 & 0.847 (0.018) & 0.681 (0.016) & 0.812 (0.010) & 0.651 (0.006) \\
+\quad Stage 3, JEPA round 2 from seed 5 & 0.853 (0.019) & 0.685 (0.013) & 0.810 (0.015) & 0.652 (0.007) \\
+\bottomrule
+\end{tabularx}

data/predictions/deployed-protocol_clam-sb_recipe-A/t2y/seed1/external_predictions.csv

@@ -0,0 +1,961 @@
+fold,split,slide_id,case_id,label,score
+0,external,Her2Neg_Case_01,Her2Neg_Case_01,0,0.19089177
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+0,external,Her2Neg_Case_58,Her2Neg_Case_58,0,0.57008755
+0,external,Her2Neg_Case_59,Her2Neg_Case_59,0,0.42570969
+0,external,Her2Neg_Case_60,Her2Neg_Case_60,0,0.97407997
+0,external,Her2Neg_Case_61,Her2Neg_Case_61,0,0.00326779
+0,external,Her2Neg_Case_62,Her2Neg_Case_62,0,0.00017739
+0,external,Her2Neg_Case_63,Her2Neg_Case_63,0,0.09289256
+0,external,Her2Neg_Case_64,Her2Neg_Case_64,0,0.00880720
+0,external,Her2Neg_Case_65,Her2Neg_Case_65,0,0.99241942
+0,external,Her2Neg_Case_66,Her2Neg_Case_66,0,0.08594746
+0,external,Her2Neg_Case_67,Her2Neg_Case_67,0,0.00064770
+0,external,Her2Neg_Case_68,Her2Neg_Case_68,0,0.00116943
+0,external,Her2Neg_Case_69,Her2Neg_Case_69,0,0.99396050
+0,external,Her2Neg_Case_70,Her2Neg_Case_70,0,0.00670336
+0,external,Her2Neg_Case_71,Her2Neg_Case_71,0,0.23770094
+0,external,Her2Neg_Case_72,Her2Neg_Case_72,0,0.04207399
+0,external,Her2Neg_Case_73,Her2Neg_Case_73,0,0.00020709
+0,external,Her2Neg_Case_74,Her2Neg_Case_74,0,0.00007489
+0,external,Her2Neg_Case_75,Her2Neg_Case_75,0,0.00630251
+0,external,Her2Neg_Case_76,Her2Neg_Case_76,0,0.99932051
+0,external,Her2Neg_Case_77,Her2Neg_Case_77,0,0.23696333
+0,external,Her2Neg_Case_78,Her2Neg_Case_78,0,0.28134471
+0,external,Her2Neg_Case_79,Her2Neg_Case_79,0,0.00011176
+0,external,Her2Neg_Case_80,Her2Neg_Case_80,0,0.44893458
+0,external,Her2Neg_Case_81,Her2Neg_Case_81,0,0.00037608
+0,external,Her2Neg_Case_82,Her2Neg_Case_82,0,0.01240844
+0,external,Her2Neg_Case_83,Her2Neg_Case_83,0,0.00144018
+0,external,Her2Neg_Case_84,Her2Neg_Case_84,0,0.65471995
+0,external,Her2Neg_Case_85,Her2Neg_Case_85,0,0.99946886
+0,external,Her2Neg_Case_86,Her2Neg_Case_86,0,0.04960862
+0,external,Her2Neg_Case_87,Her2Neg_Case_87,0,0.01505615
+0,external,Her2Neg_Case_88,Her2Neg_Case_88,0,0.14114986
+0,external,Her2Neg_Case_89,Her2Neg_Case_89,0,0.01800198
+0,external,Her2Neg_Case_90,Her2Neg_Case_90,0,0.99722028
+0,external,Her2Neg_Case_91,Her2Neg_Case_91,0,0.01217564
+0,external,Her2Neg_Case_92,Her2Neg_Case_92,0,0.00061037
+0,external,Her2Neg_Case_93,Her2Neg_Case_93,0,0.03725107
+0,external,Her2Neg_Case_94,Her2Neg_Case_94,0,0.00004118
+0,external,Her2Neg_Case_95,Her2Neg_Case_95,0,0.00468823
+0,external,Her2Neg_Case_96,Her2Neg_Case_96,0,0.00171904
+0,external,Her2Neg_Case_97,Her2Neg_Case_97,0,0.01079239
+0,external,Her2Neg_Case_98,Her2Neg_Case_98,0,0.76443702
+0,external,Her2Neg_Case_99,Her2Neg_Case_99,0,0.36396351
+0,external,Her2Pos_Case_01,Her2Pos_Case_01,1,0.88840312
+0,external,Her2Pos_Case_02,Her2Pos_Case_02,1,0.01422961
+0,external,Her2Pos_Case_03,Her2Pos_Case_03,1,0.00503192
+0,external,Her2Pos_Case_04,Her2Pos_Case_04,1,0.99400640
+0,external,Her2Pos_Case_05,Her2Pos_Case_05,1,0.99310523
+0,external,Her2Pos_Case_06,Her2Pos_Case_06,1,0.01504448
+0,external,Her2Pos_Case_07,Her2Pos_Case_07,1,0.41580153
+0,external,Her2Pos_Case_08,Her2Pos_Case_08,1,0.95639932
+0,external,Her2Pos_Case_09,Her2Pos_Case_09,1,0.99507940
+0,external,Her2Pos_Case_10,Her2Pos_Case_10,1,0.00000761
+0,external,Her2Pos_Case_11,Her2Pos_Case_11,1,0.97040558
+0,external,Her2Pos_Case_12,Her2Pos_Case_12,1,0.00034618
+0,external,Her2Pos_Case_13,Her2Pos_Case_13,1,0.00058871
+0,external,Her2Pos_Case_14,Her2Pos_Case_14,1,0.68590134
+0,external,Her2Pos_Case_15,Her2Pos_Case_15,1,0.00015247
+0,external,Her2Pos_Case_16,Her2Pos_Case_16,1,0.95812887
+0,external,Her2Pos_Case_17,Her2Pos_Case_17,1,0.01811277
+0,external,Her2Pos_Case_18,Her2Pos_Case_18,1,0.00113263
+0,external,Her2Pos_Case_19,Her2Pos_Case_19,1,0.07224184
+0,external,Her2Pos_Case_20,Her2Pos_Case_20,1,0.06641836
+0,external,Her2Pos_Case_21,Her2Pos_Case_21,1,0.96642804
+0,external,Her2Pos_Case_23,Her2Pos_Case_23,1,0.00209486
+0,external,Her2Pos_Case_24,Her2Pos_Case_24,1,0.14432622
+0,external,Her2Pos_Case_25,Her2Pos_Case_25,1,0.93775588
+0,external,Her2Pos_Case_26,Her2Pos_Case_26,1,0.58565468
+0,external,Her2Pos_Case_27,Her2Pos_Case_27,1,0.01035004
+0,external,Her2Pos_Case_28,Her2Pos_Case_28,1,0.98877084
+0,external,Her2Pos_Case_29,Her2Pos_Case_29,1,0.00719714
+0,external,Her2Pos_Case_30,Her2Pos_Case_30,1,0.98904139
+0,external,Her2Pos_Case_31,Her2Pos_Case_31,1,0.00402102
+0,external,Her2Pos_Case_32,Her2Pos_Case_32,1,0.34042698
+0,external,Her2Pos_Case_33,Her2Pos_Case_33,1,0.13465567
+0,external,Her2Pos_Case_34,Her2Pos_Case_34,1,0.98089015
+0,external,Her2Pos_Case_35,Her2Pos_Case_35,1,0.90377253
+0,external,Her2Pos_Case_36,Her2Pos_Case_36,1,0.55817211
+0,external,Her2Pos_Case_37,Her2Pos_Case_37,1,0.78891337
+0,external,Her2Pos_Case_38,Her2Pos_Case_38,1,0.02512817
+0,external,Her2Pos_Case_39,Her2Pos_Case_39,1,0.94380426
+0,external,Her2Pos_Case_40,Her2Pos_Case_40,1,0.98149335
+0,external,Her2Pos_Case_41,Her2Pos_Case_41,1,0.77344012
+0,external,Her2Pos_Case_42,Her2Pos_Case_42,1,0.99843830
+0,external,Her2Pos_Case_43,Her2Pos_Case_43,1,0.00059370
+0,external,Her2Pos_Case_44,Her2Pos_Case_44,1,0.04318563
+0,external,Her2Pos_Case_45,Her2Pos_Case_45,1,0.88370049
+0,external,Her2Pos_Case_46,Her2Pos_Case_46,1,0.00876844
+0,external,Her2Pos_Case_47,Her2Pos_Case_47,1,0.89852446
+0,external,Her2Pos_Case_48,Her2Pos_Case_48,1,0.01359016
+0,external,Her2Pos_Case_49,Her2Pos_Case_49,1,0.02203372
+0,external,Her2Pos_Case_50,Her2Pos_Case_50,1,0.08096605
+0,external,Her2Pos_Case_51,Her2Pos_Case_51,1,0.97789133
+0,external,Her2Pos_Case_52,Her2Pos_Case_52,1,0.00767589
+0,external,Her2Pos_Case_53,Her2Pos_Case_53,1,0.98479247
+0,external,Her2Pos_Case_54,Her2Pos_Case_54,1,0.10032751
+0,external,Her2Pos_Case_55,Her2Pos_Case_55,1,0.05195269
+0,external,Her2Pos_Case_56,Her2Pos_Case_56,1,0.04846991
+0,external,Her2Pos_Case_57,Her2Pos_Case_57,1,0.97562081
+0,external,Her2Pos_Case_58,Her2Pos_Case_58,1,0.00325297
+0,external,Her2Pos_Case_59,Her2Pos_Case_59,1,0.01181746
+0,external,Her2Pos_Case_60,Her2Pos_Case_60,1,0.99302012
+0,external,Her2Pos_Case_61,Her2Pos_Case_61,1,0.59132022
+0,external,Her2Pos_Case_62,Her2Pos_Case_62,1,0.95161402
+0,external,Her2Pos_Case_63,Her2Pos_Case_63,1,0.01288947
+0,external,Her2Pos_Case_64,Her2Pos_Case_64,1,0.22529423
+0,external,Her2Pos_Case_65,Her2Pos_Case_65,1,0.94980323
+0,external,Her2Pos_Case_66,Her2Pos_Case_66,1,0.99883324
+0,external,Her2Pos_Case_67,Her2Pos_Case_67,1,0.66562802
+0,external,Her2Pos_Case_68,Her2Pos_Case_68,1,0.00192629
+0,external,Her2Pos_Case_69,Her2Pos_Case_69,1,0.99222320
+0,external,Her2Pos_Case_70,Her2Pos_Case_70,1,0.97656316
+0,external,Her2Pos_Case_71,Her2Pos_Case_71,1,0.50441051
+0,external,Her2Pos_Case_72,Her2Pos_Case_72,1,0.99957365
+0,external,Her2Pos_Case_73,Her2Pos_Case_73,1,0.01932615
+0,external,Her2Pos_Case_74,Her2Pos_Case_74,1,0.92800617
+0,external,Her2Pos_Case_75,Her2Pos_Case_75,1,0.95398241
+0,external,Her2Pos_Case_76,Her2Pos_Case_76,1,0.00166185
+0,external,Her2Pos_Case_77,Her2Pos_Case_77,1,0.16101615
+0,external,Her2Pos_Case_78,Her2Pos_Case_78,1,0.38261318
+0,external,Her2Pos_Case_79,Her2Pos_Case_79,1,0.99378806
+0,external,Her2Pos_Case_80,Her2Pos_Case_80,1,0.70195317
+0,external,Her2Pos_Case_81,Her2Pos_Case_81,1,0.68162650
+0,external,Her2Pos_Case_82,Her2Pos_Case_82,1,0.99743062
+0,external,Her2Pos_Case_83,Her2Pos_Case_83,1,0.15087399
+0,external,Her2Pos_Case_84,Her2Pos_Case_84,1,0.00132742
+0,external,Her2Pos_Case_85,Her2Pos_Case_85,1,0.00248186
+0,external,Her2Pos_Case_86,Her2Pos_Case_86,1,0.00146587
+0,external,Her2Pos_Case_87,Her2Pos_Case_87,1,0.77490693
+0,external,Her2Pos_Case_88,Her2Pos_Case_88,1,0.84052229
+0,external,Her2Pos_Case_89,Her2Pos_Case_89,1,0.99493521
+0,external,Her2Pos_Case_90,Her2Pos_Case_90,1,0.99623626
+0,external,Her2Pos_Case_91,Her2Pos_Case_91,1,0.99155915
+0,external,Her2Pos_Case_92,Her2Pos_Case_92,1,0.99971050
+0,external,Her2Pos_Case_93,Her2Pos_Case_93,1,0.00148352
+0,external,Her2Pos_Case_94,Her2Pos_Case_94,1,0.99567753
+1,external,Her2Neg_Case_01,Her2Neg_Case_01,0,0.08904368
+1,external,Her2Neg_Case_02,Her2Neg_Case_02,0,0.30564979
+1,external,Her2Neg_Case_03,Her2Neg_Case_03,0,0.21360560
+1,external,Her2Neg_Case_04,Her2Neg_Case_04,0,0.06036362
+1,external,Her2Neg_Case_05,Her2Neg_Case_05,0,0.09200955
+1,external,Her2Neg_Case_06,Her2Neg_Case_06,0,0.10272697
+1,external,Her2Neg_Case_07,Her2Neg_Case_07,0,0.12376232
+1,external,Her2Neg_Case_08,Her2Neg_Case_08,0,0.09609645
+1,external,Her2Neg_Case_09,Her2Neg_Case_09,0,0.38621792
+1,external,Her2Neg_Case_10,Her2Neg_Case_10,0,0.10812405
+1,external,Her2Neg_Case_11,Her2Neg_Case_11,0,0.03439486
+1,external,Her2Neg_Case_12,Her2Neg_Case_12,0,0.06889495
+1,external,Her2Neg_Case_13,Her2Neg_Case_13,0,0.14368565
+1,external,Her2Neg_Case_14,Her2Neg_Case_14,0,0.06245318
+1,external,Her2Neg_Case_15,Her2Neg_Case_15,0,0.15281531
+1,external,Her2Neg_Case_16,Her2Neg_Case_16,0,0.28838462
+1,external,Her2Neg_Case_17,Her2Neg_Case_17,0,0.12532280
+1,external,Her2Neg_Case_18,Her2Neg_Case_18,0,0.11808264
+1,external,Her2Neg_Case_19,Her2Neg_Case_19,0,0.16747533
+1,external,Her2Neg_Case_20,Her2Neg_Case_20,0,0.22838990
+1,external,Her2Neg_Case_21,Her2Neg_Case_21,0,0.15153028
+1,external,Her2Neg_Case_22,Her2Neg_Case_22,0,0.06969222
+1,external,Her2Neg_Case_23,Her2Neg_Case_23,0,0.08694942
+1,external,Her2Neg_Case_24,Her2Neg_Case_24,0,0.37347019
+1,external,Her2Neg_Case_25,Her2Neg_Case_25,0,0.59462655
+1,external,Her2Neg_Case_26,Her2Neg_Case_26,0,0.30002472
+1,external,Her2Neg_Case_27,Her2Neg_Case_27,0,0.19181880
+1,external,Her2Neg_Case_28,Her2Neg_Case_28,0,0.16357078
+1,external,Her2Neg_Case_29,Her2Neg_Case_29,0,0.07430875
+1,external,Her2Neg_Case_30,Her2Neg_Case_30,0,0.09364684
+1,external,Her2Neg_Case_31,Her2Neg_Case_31,0,0.27963164
+1,external,Her2Neg_Case_32,Her2Neg_Case_32,0,0.16711999
+1,external,Her2Neg_Case_33,Her2Neg_Case_33,0,0.10843635
+1,external,Her2Neg_Case_34,Her2Neg_Case_34,0,0.30453938
+1,external,Her2Neg_Case_35,Her2Neg_Case_35,0,0.38027492
+1,external,Her2Neg_Case_36,Her2Neg_Case_36,0,0.03764529
+1,external,Her2Neg_Case_37,Her2Neg_Case_37,0,0.08279542
+1,external,Her2Neg_Case_38,Her2Neg_Case_38,0,0.13566694
+1,external,Her2Neg_Case_39,Her2Neg_Case_39,0,0.05262630
+1,external,Her2Neg_Case_40,Her2Neg_Case_40,0,0.11115765
+1,external,Her2Neg_Case_41,Her2Neg_Case_41,0,0.14859502
+1,external,Her2Neg_Case_42,Her2Neg_Case_42,0,0.12712932
+1,external,Her2Neg_Case_43,Her2Neg_Case_43,0,0.12339915
+1,external,Her2Neg_Case_44,Her2Neg_Case_44,0,0.47233921
+1,external,Her2Neg_Case_45,Her2Neg_Case_45,0,0.13549010
+1,external,Her2Neg_Case_46,Her2Neg_Case_46,0,0.21392554
+1,external,Her2Neg_Case_47,Her2Neg_Case_47,0,0.27403432
+1,external,Her2Neg_Case_48,Her2Neg_Case_48,0,0.13958760
+1,external,Her2Neg_Case_49,Her2Neg_Case_49,0,0.09425548
+1,external,Her2Neg_Case_50,Her2Neg_Case_50,0,0.09536573
+1,external,Her2Neg_Case_51,Her2Neg_Case_51,0,0.05008208
+1,external,Her2Neg_Case_52,Her2Neg_Case_52,0,0.06793535
+1,external,Her2Neg_Case_53,Her2Neg_Case_53,0,0.04937771
+1,external,Her2Neg_Case_54,Her2Neg_Case_54,0,0.10410663
+1,external,Her2Neg_Case_55,Her2Neg_Case_55,0,0.15384324
+1,external,Her2Neg_Case_56,Her2Neg_Case_56,0,0.13716522
+1,external,Her2Neg_Case_57,Her2Neg_Case_57,0,0.09358510
+1,external,Her2Neg_Case_58,Her2Neg_Case_58,0,0.08880968
+1,external,Her2Neg_Case_59,Her2Neg_Case_59,0,0.10292509
+1,external,Her2Neg_Case_60,Her2Neg_Case_60,0,0.10533722
+1,external,Her2Neg_Case_61,Her2Neg_Case_61,0,0.07008609
+1,external,Her2Neg_Case_62,Her2Neg_Case_62,0,0.15372930
+1,external,Her2Neg_Case_63,Her2Neg_Case_63,0,0.18149672
+1,external,Her2Neg_Case_64,Her2Neg_Case_64,0,0.13659745
+1,external,Her2Neg_Case_65,Her2Neg_Case_65,0,0.30406693
+1,external,Her2Neg_Case_66,Her2Neg_Case_66,0,0.09124869
+1,external,Her2Neg_Case_67,Her2Neg_Case_67,0,0.09660947
+1,external,Her2Neg_Case_68,Her2Neg_Case_68,0,0.14217946
+1,external,Her2Neg_Case_69,Her2Neg_Case_69,0,0.30507588
+1,external,Her2Neg_Case_70,Her2Neg_Case_70,0,0.17443314
+1,external,Her2Neg_Case_71,Her2Neg_Case_71,0,0.09933140
+1,external,Her2Neg_Case_72,Her2Neg_Case_72,0,0.12865035
+1,external,Her2Neg_Case_73,Her2Neg_Case_73,0,0.19174446
+1,external,Her2Neg_Case_74,Her2Neg_Case_74,0,0.08352589
+1,external,Her2Neg_Case_75,Her2Neg_Case_75,0,0.08272672
+1,external,Her2Neg_Case_76,Her2Neg_Case_76,0,0.21999674
+1,external,Her2Neg_Case_77,Her2Neg_Case_77,0,0.11287426
+1,external,Her2Neg_Case_78,Her2Neg_Case_78,0,0.08208968
+1,external,Her2Neg_Case_79,Her2Neg_Case_79,0,0.05022408
+1,external,Her2Neg_Case_80,Her2Neg_Case_80,0,0.20430411
+1,external,Her2Neg_Case_81,Her2Neg_Case_81,0,0.06298059
+1,external,Her2Neg_Case_82,Her2Neg_Case_82,0,0.14501716
+1,external,Her2Neg_Case_83,Her2Neg_Case_83,0,0.08004732
+1,external,Her2Neg_Case_84,Her2Neg_Case_84,0,0.12021714
+1,external,Her2Neg_Case_85,Her2Neg_Case_85,0,0.37794423
+1,external,Her2Neg_Case_86,Her2Neg_Case_86,0,0.60087216
+1,external,Her2Neg_Case_87,Her2Neg_Case_87,0,0.10838128
+1,external,Her2Neg_Case_88,Her2Neg_Case_88,0,0.21713614
+1,external,Her2Neg_Case_89,Her2Neg_Case_89,0,0.07637667
+1,external,Her2Neg_Case_90,Her2Neg_Case_90,0,0.27391827
+1,external,Her2Neg_Case_91,Her2Neg_Case_91,0,0.24006255
+1,external,Her2Neg_Case_92,Her2Neg_Case_92,0,0.13560984
+1,external,Her2Neg_Case_93,Her2Neg_Case_93,0,0.07684074
+1,external,Her2Neg_Case_94,Her2Neg_Case_94,0,0.07478276
+1,external,Her2Neg_Case_95,Her2Neg_Case_95,0,0.11928233
+1,external,Her2Neg_Case_96,Her2Neg_Case_96,0,0.10458539
+1,external,Her2Neg_Case_97,Her2Neg_Case_97,0,0.17551263
+1,external,Her2Neg_Case_98,Her2Neg_Case_98,0,0.14822586
+1,external,Her2Neg_Case_99,Her2Neg_Case_99,0,0.05426654
+1,external,Her2Pos_Case_01,Her2Pos_Case_01,1,0.25412238
+1,external,Her2Pos_Case_02,Her2Pos_Case_02,1,0.28192821
+1,external,Her2Pos_Case_03,Her2Pos_Case_03,1,0.18035281
+1,external,Her2Pos_Case_04,Her2Pos_Case_04,1,0.34233937
+1,external,Her2Pos_Case_05,Her2Pos_Case_05,1,0.48339880
+1,external,Her2Pos_Case_06,Her2Pos_Case_06,1,0.10077120
+1,external,Her2Pos_Case_07,Her2Pos_Case_07,1,0.18304065
+1,external,Her2Pos_Case_08,Her2Pos_Case_08,1,0.45027477
+1,external,Her2Pos_Case_09,Her2Pos_Case_09,1,0.23062332
+1,external,Her2Pos_Case_10,Her2Pos_Case_10,1,0.20982499
+1,external,Her2Pos_Case_11,Her2Pos_Case_11,1,0.33479849
+1,external,Her2Pos_Case_12,Her2Pos_Case_12,1,0.15026623
+1,external,Her2Pos_Case_13,Her2Pos_Case_13,1,0.10874561
+1,external,Her2Pos_Case_14,Her2Pos_Case_14,1,0.23812492
+1,external,Her2Pos_Case_15,Her2Pos_Case_15,1,0.39619830
+1,external,Her2Pos_Case_16,Her2Pos_Case_16,1,0.29038727
+1,external,Her2Pos_Case_17,Her2Pos_Case_17,1,0.29059556
+1,external,Her2Pos_Case_18,Her2Pos_Case_18,1,0.13585564
+1,external,Her2Pos_Case_19,Her2Pos_Case_19,1,0.38135526
+1,external,Her2Pos_Case_20,Her2Pos_Case_20,1,0.35036215
+1,external,Her2Pos_Case_21,Her2Pos_Case_21,1,0.55231279
+1,external,Her2Pos_Case_23,Her2Pos_Case_23,1,0.16557844
+1,external,Her2Pos_Case_24,Her2Pos_Case_24,1,0.47206423
+1,external,Her2Pos_Case_25,Her2Pos_Case_25,1,0.28818604
+1,external,Her2Pos_Case_26,Her2Pos_Case_26,1,0.35143530
+1,external,Her2Pos_Case_27,Her2Pos_Case_27,1,0.13256727
+1,external,Her2Pos_Case_28,Her2Pos_Case_28,1,0.43252897
+1,external,Her2Pos_Case_29,Her2Pos_Case_29,1,0.08453509
+1,external,Her2Pos_Case_30,Her2Pos_Case_30,1,0.25975183
+1,external,Her2Pos_Case_31,Her2Pos_Case_31,1,0.07919539
+1,external,Her2Pos_Case_32,Her2Pos_Case_32,1,0.14020443
+1,external,Her2Pos_Case_33,Her2Pos_Case_33,1,0.18773915
+1,external,Her2Pos_Case_34,Her2Pos_Case_34,1,0.33105749
+1,external,Her2Pos_Case_35,Her2Pos_Case_35,1,0.32375318
+1,external,Her2Pos_Case_36,Her2Pos_Case_36,1,0.19489634
+1,external,Her2Pos_Case_37,Her2Pos_Case_37,1,0.19844083
+1,external,Her2Pos_Case_38,Her2Pos_Case_38,1,0.29131594
+1,external,Her2Pos_Case_39,Her2Pos_Case_39,1,0.42654061
+1,external,Her2Pos_Case_40,Her2Pos_Case_40,1,0.23728248
+1,external,Her2Pos_Case_41,Her2Pos_Case_41,1,0.25002468
+1,external,Her2Pos_Case_42,Her2Pos_Case_42,1,0.17343280
+1,external,Her2Pos_Case_43,Her2Pos_Case_43,1,0.05690604
+1,external,Her2Pos_Case_44,Her2Pos_Case_44,1,0.48125386
+1,external,Her2Pos_Case_45,Her2Pos_Case_45,1,0.33552313
+1,external,Her2Pos_Case_46,Her2Pos_Case_46,1,0.21101348
+1,external,Her2Pos_Case_47,Her2Pos_Case_47,1,0.18463057
+1,external,Her2Pos_Case_48,Her2Pos_Case_48,1,0.25606269
+1,external,Her2Pos_Case_49,Her2Pos_Case_49,1,0.11419029
+1,external,Her2Pos_Case_50,Her2Pos_Case_50,1,0.25421441
+1,external,Her2Pos_Case_51,Her2Pos_Case_51,1,0.44810918
+1,external,Her2Pos_Case_52,Her2Pos_Case_52,1,0.32505953
+1,external,Her2Pos_Case_53,Her2Pos_Case_53,1,0.11526559
+1,external,Her2Pos_Case_54,Her2Pos_Case_54,1,0.15302648
+1,external,Her2Pos_Case_55,Her2Pos_Case_55,1,0.42392206
+1,external,Her2Pos_Case_56,Her2Pos_Case_56,1,0.18794376
+1,external,Her2Pos_Case_57,Her2Pos_Case_57,1,0.38005498
+1,external,Her2Pos_Case_58,Her2Pos_Case_58,1,0.11226173
+1,external,Her2Pos_Case_59,Her2Pos_Case_59,1,0.18654189
+1,external,Her2Pos_Case_60,Her2Pos_Case_60,1,0.38306370
+1,external,Her2Pos_Case_61,Her2Pos_Case_61,1,0.41485971
+1,external,Her2Pos_Case_62,Her2Pos_Case_62,1,0.48436528
+1,external,Her2Pos_Case_63,Her2Pos_Case_63,1,0.19375110
+1,external,Her2Pos_Case_64,Her2Pos_Case_64,1,0.15230699
+1,external,Her2Pos_Case_65,Her2Pos_Case_65,1,0.34248450
+1,external,Her2Pos_Case_66,Her2Pos_Case_66,1,0.36666507
+1,external,Her2Pos_Case_67,Her2Pos_Case_67,1,0.14405037
+1,external,Her2Pos_Case_68,Her2Pos_Case_68,1,0.12635784
+1,external,Her2Pos_Case_69,Her2Pos_Case_69,1,0.42920852
+1,external,Her2Pos_Case_70,Her2Pos_Case_70,1,0.43921262
+1,external,Her2Pos_Case_71,Her2Pos_Case_71,1,0.31449792
+1,external,Her2Pos_Case_72,Her2Pos_Case_72,1,0.31005371
+1,external,Her2Pos_Case_73,Her2Pos_Case_73,1,0.39933276
+1,external,Her2Pos_Case_74,Her2Pos_Case_74,1,0.29764542
+1,external,Her2Pos_Case_75,Her2Pos_Case_75,1,0.28808257
+1,external,Her2Pos_Case_76,Her2Pos_Case_76,1,0.14931825
+1,external,Her2Pos_Case_77,Her2Pos_Case_77,1,0.06896698
+1,external,Her2Pos_Case_78,Her2Pos_Case_78,1,0.17583416
+1,external,Her2Pos_Case_79,Her2Pos_Case_79,1,0.34536749
+1,external,Her2Pos_Case_80,Her2Pos_Case_80,1,0.17098673
+1,external,Her2Pos_Case_81,Her2Pos_Case_81,1,0.20272928
+1,external,Her2Pos_Case_82,Her2Pos_Case_82,1,0.49193406
+1,external,Her2Pos_Case_83,Her2Pos_Case_83,1,0.15876064
+1,external,Her2Pos_Case_84,Her2Pos_Case_84,1,0.07262430
+1,external,Her2Pos_Case_85,Her2Pos_Case_85,1,0.35537428
+1,external,Her2Pos_Case_86,Her2Pos_Case_86,1,0.05782769
+1,external,Her2Pos_Case_87,Her2Pos_Case_87,1,0.18902770
+1,external,Her2Pos_Case_88,Her2Pos_Case_88,1,0.28667548
+1,external,Her2Pos_Case_89,Her2Pos_Case_89,1,0.51237112
+1,external,Her2Pos_Case_90,Her2Pos_Case_90,1,0.30647621
+1,external,Her2Pos_Case_91,Her2Pos_Case_91,1,0.18634382
+1,external,Her2Pos_Case_92,Her2Pos_Case_92,1,0.37500870
+1,external,Her2Pos_Case_93,Her2Pos_Case_93,1,0.06479056
+1,external,Her2Pos_Case_94,Her2Pos_Case_94,1,0.40868458
+2,external,Her2Neg_Case_01,Her2Neg_Case_01,0,0.14334556
+2,external,Her2Neg_Case_02,Her2Neg_Case_02,0,0.58026385
+2,external,Her2Neg_Case_03,Her2Neg_Case_03,0,0.43064937
+2,external,Her2Neg_Case_04,Her2Neg_Case_04,0,0.09436900
+2,external,Her2Neg_Case_05,Her2Neg_Case_05,0,0.25000268
+2,external,Her2Neg_Case_06,Her2Neg_Case_06,0,0.33936268
+2,external,Her2Neg_Case_07,Her2Neg_Case_07,0,0.19702487
+2,external,Her2Neg_Case_08,Her2Neg_Case_08,0,0.15974930
+2,external,Her2Neg_Case_09,Her2Neg_Case_09,0,0.65295643
+2,external,Her2Neg_Case_10,Her2Neg_Case_10,0,0.35755777
+2,external,Her2Neg_Case_11,Her2Neg_Case_11,0,0.07296624
+2,external,Her2Neg_Case_12,Her2Neg_Case_12,0,0.08655033
+2,external,Her2Neg_Case_13,Her2Neg_Case_13,0,0.36961314
+2,external,Her2Neg_Case_14,Her2Neg_Case_14,0,0.12840697
+2,external,Her2Neg_Case_15,Her2Neg_Case_15,0,0.24717414
+2,external,Her2Neg_Case_16,Her2Neg_Case_16,0,0.50936341
+2,external,Her2Neg_Case_17,Her2Neg_Case_17,0,0.36392894
+2,external,Her2Neg_Case_18,Her2Neg_Case_18,0,0.16286296
+2,external,Her2Neg_Case_19,Her2Neg_Case_19,0,0.31961295
+2,external,Her2Neg_Case_20,Her2Neg_Case_20,0,0.35334444
+2,external,Her2Neg_Case_21,Her2Neg_Case_21,0,0.45588580
+2,external,Her2Neg_Case_22,Her2Neg_Case_22,0,0.13246694
+2,external,Her2Neg_Case_23,Her2Neg_Case_23,0,0.22798002
+2,external,Her2Neg_Case_24,Her2Neg_Case_24,0,0.41256145
+2,external,Her2Neg_Case_25,Her2Neg_Case_25,0,0.73218524
+2,external,Her2Neg_Case_26,Her2Neg_Case_26,0,0.57395428
+2,external,Her2Neg_Case_27,Her2Neg_Case_27,0,0.34323257
+2,external,Her2Neg_Case_28,Her2Neg_Case_28,0,0.57195914
+2,external,Her2Neg_Case_29,Her2Neg_Case_29,0,0.18471627
+2,external,Her2Neg_Case_30,Her2Neg_Case_30,0,0.23158985
+2,external,Her2Neg_Case_31,Her2Neg_Case_31,0,0.69905299
+2,external,Her2Neg_Case_32,Her2Neg_Case_32,0,0.43267503
+2,external,Her2Neg_Case_33,Her2Neg_Case_33,0,0.23889390
+2,external,Her2Neg_Case_34,Her2Neg_Case_34,0,0.67782468
+2,external,Her2Neg_Case_35,Her2Neg_Case_35,0,0.50800949
+2,external,Her2Neg_Case_36,Her2Neg_Case_36,0,0.09904156
+2,external,Her2Neg_Case_37,Her2Neg_Case_37,0,0.11301529
+2,external,Her2Neg_Case_38,Her2Neg_Case_38,0,0.16231717
+2,external,Her2Neg_Case_39,Her2Neg_Case_39,0,0.11132896
+2,external,Her2Neg_Case_40,Her2Neg_Case_40,0,0.37687251
+2,external,Her2Neg_Case_41,Her2Neg_Case_41,0,0.40810972
+2,external,Her2Neg_Case_42,Her2Neg_Case_42,0,0.52519977
+2,external,Her2Neg_Case_43,Her2Neg_Case_43,0,0.31743601
+2,external,Her2Neg_Case_44,Her2Neg_Case_44,0,0.65915632
+2,external,Her2Neg_Case_45,Her2Neg_Case_45,0,0.33966994
+2,external,Her2Neg_Case_46,Her2Neg_Case_46,0,0.50973684
+2,external,Her2Neg_Case_47,Her2Neg_Case_47,0,0.39473090
+2,external,Her2Neg_Case_48,Her2Neg_Case_48,0,0.21388043
+2,external,Her2Neg_Case_49,Her2Neg_Case_49,0,0.39743423
+2,external,Her2Neg_Case_50,Her2Neg_Case_50,0,0.23344819
+2,external,Her2Neg_Case_51,Her2Neg_Case_51,0,0.11726993
+2,external,Her2Neg_Case_52,Her2Neg_Case_52,0,0.12798755
+2,external,Her2Neg_Case_53,Her2Neg_Case_53,0,0.13718438
+2,external,Her2Neg_Case_54,Her2Neg_Case_54,0,0.22125870
+2,external,Her2Neg_Case_55,Her2Neg_Case_55,0,0.24239953
+2,external,Her2Neg_Case_56,Her2Neg_Case_56,0,0.25972366
+2,external,Her2Neg_Case_57,Her2Neg_Case_57,0,0.32523912
+2,external,Her2Neg_Case_58,Her2Neg_Case_58,0,0.12918666
+2,external,Her2Neg_Case_59,Her2Neg_Case_59,0,0.30386993
+2,external,Her2Neg_Case_60,Her2Neg_Case_60,0,0.19780804
+2,external,Her2Neg_Case_61,Her2Neg_Case_61,0,0.16802005
+2,external,Her2Neg_Case_62,Her2Neg_Case_62,0,0.35185352
+2,external,Her2Neg_Case_63,Her2Neg_Case_63,0,0.31719270
+2,external,Her2Neg_Case_64,Her2Neg_Case_64,0,0.37206158
+2,external,Her2Neg_Case_65,Her2Neg_Case_65,0,0.57799798
+2,external,Her2Neg_Case_66,Her2Neg_Case_66,0,0.17764449
+2,external,Her2Neg_Case_67,Her2Neg_Case_67,0,0.15544976
+2,external,Her2Neg_Case_68,Her2Neg_Case_68,0,0.49132717
+2,external,Her2Neg_Case_69,Her2Neg_Case_69,0,0.57508725
+2,external,Her2Neg_Case_70,Her2Neg_Case_70,0,0.38789284
+2,external,Her2Neg_Case_71,Her2Neg_Case_71,0,0.14588889
+2,external,Her2Neg_Case_72,Her2Neg_Case_72,0,0.32498324
+2,external,Her2Neg_Case_73,Her2Neg_Case_73,0,0.34239843
+2,external,Her2Neg_Case_74,Her2Neg_Case_74,0,0.16246186
+2,external,Her2Neg_Case_75,Her2Neg_Case_75,0,0.17773183
+2,external,Her2Neg_Case_76,Her2Neg_Case_76,0,0.36395153
+2,external,Her2Neg_Case_77,Her2Neg_Case_77,0,0.25616524
+2,external,Her2Neg_Case_78,Her2Neg_Case_78,0,0.26932311
+2,external,Her2Neg_Case_79,Her2Neg_Case_79,0,0.15833077
+2,external,Her2Neg_Case_80,Her2Neg_Case_80,0,0.37529686
+2,external,Her2Neg_Case_81,Her2Neg_Case_81,0,0.15562750
+2,external,Her2Neg_Case_82,Her2Neg_Case_82,0,0.29539838
+2,external,Her2Neg_Case_83,Her2Neg_Case_83,0,0.14392956
+2,external,Her2Neg_Case_84,Her2Neg_Case_84,0,0.35751027
+2,external,Her2Neg_Case_85,Her2Neg_Case_85,0,0.56023806
+2,external,Her2Neg_Case_86,Her2Neg_Case_86,0,0.70859128
+2,external,Her2Neg_Case_87,Her2Neg_Case_87,0,0.29298005
+2,external,Her2Neg_Case_88,Her2Neg_Case_88,0,0.44014576
+2,external,Her2Neg_Case_89,Her2Neg_Case_89,0,0.16819024
+2,external,Her2Neg_Case_90,Her2Neg_Case_90,0,0.53261071
+2,external,Her2Neg_Case_91,Her2Neg_Case_91,0,0.39221647
+2,external,Her2Neg_Case_92,Her2Neg_Case_92,0,0.25282729
+2,external,Her2Neg_Case_93,Her2Neg_Case_93,0,0.16449188
+2,external,Her2Neg_Case_94,Her2Neg_Case_94,0,0.31364334
+2,external,Her2Neg_Case_95,Her2Neg_Case_95,0,0.24211283
+2,external,Her2Neg_Case_96,Her2Neg_Case_96,0,0.24268323
+2,external,Her2Neg_Case_97,Her2Neg_Case_97,0,0.38659358
+2,external,Her2Neg_Case_98,Her2Neg_Case_98,0,0.40954125
+2,external,Her2Neg_Case_99,Her2Neg_Case_99,0,0.21483247
+2,external,Her2Pos_Case_01,Her2Pos_Case_01,1,0.41865963
+2,external,Her2Pos_Case_02,Her2Pos_Case_02,1,0.51055908
+2,external,Her2Pos_Case_03,Her2Pos_Case_03,1,0.39173123
+2,external,Her2Pos_Case_04,Her2Pos_Case_04,1,0.64838302
+2,external,Her2Pos_Case_05,Her2Pos_Case_05,1,0.56998694
+2,external,Her2Pos_Case_06,Her2Pos_Case_06,1,0.15258320
+2,external,Her2Pos_Case_07,Her2Pos_Case_07,1,0.45777982
+2,external,Her2Pos_Case_08,Her2Pos_Case_08,1,0.73434424
+2,external,Her2Pos_Case_09,Her2Pos_Case_09,1,0.61136860
+2,external,Her2Pos_Case_10,Her2Pos_Case_10,1,0.57609177
+2,external,Her2Pos_Case_11,Her2Pos_Case_11,1,0.70400661
+2,external,Her2Pos_Case_12,Her2Pos_Case_12,1,0.40567970
+2,external,Her2Pos_Case_13,Her2Pos_Case_13,1,0.23543659
+2,external,Her2Pos_Case_14,Her2Pos_Case_14,1,0.52225912
+2,external,Her2Pos_Case_15,Her2Pos_Case_15,1,0.66171181
+2,external,Her2Pos_Case_16,Her2Pos_Case_16,1,0.55805367
+2,external,Her2Pos_Case_17,Her2Pos_Case_17,1,0.55294180
+2,external,Her2Pos_Case_18,Her2Pos_Case_18,1,0.34652716
+2,external,Her2Pos_Case_19,Her2Pos_Case_19,1,0.63438696
+2,external,Her2Pos_Case_20,Her2Pos_Case_20,1,0.39823425
+2,external,Her2Pos_Case_21,Her2Pos_Case_21,1,0.60256779
+2,external,Her2Pos_Case_23,Her2Pos_Case_23,1,0.50839233
+2,external,Her2Pos_Case_24,Her2Pos_Case_24,1,0.64751804
+2,external,Her2Pos_Case_25,Her2Pos_Case_25,1,0.63166982
+2,external,Her2Pos_Case_26,Her2Pos_Case_26,1,0.67719501
+2,external,Her2Pos_Case_27,Her2Pos_Case_27,1,0.75261652
+2,external,Her2Pos_Case_28,Her2Pos_Case_28,1,0.44117430
+2,external,Her2Pos_Case_29,Her2Pos_Case_29,1,0.23953262
+2,external,Her2Pos_Case_30,Her2Pos_Case_30,1,0.51678681
+2,external,Her2Pos_Case_31,Her2Pos_Case_31,1,0.17788990
+2,external,Her2Pos_Case_32,Her2Pos_Case_32,1,0.37285072
+2,external,Her2Pos_Case_33,Her2Pos_Case_33,1,0.35316244
+2,external,Her2Pos_Case_34,Her2Pos_Case_34,1,0.70683521
+2,external,Her2Pos_Case_35,Her2Pos_Case_35,1,0.56411099
+2,external,Her2Pos_Case_36,Her2Pos_Case_36,1,0.39951569
+2,external,Her2Pos_Case_37,Her2Pos_Case_37,1,0.49016857
+2,external,Her2Pos_Case_38,Her2Pos_Case_38,1,0.69953191
+2,external,Her2Pos_Case_39,Her2Pos_Case_39,1,0.74173373
+2,external,Her2Pos_Case_40,Her2Pos_Case_40,1,0.50724894
+2,external,Her2Pos_Case_41,Her2Pos_Case_41,1,0.50562441
+2,external,Her2Pos_Case_42,Her2Pos_Case_42,1,0.49516034
+2,external,Her2Pos_Case_43,Her2Pos_Case_43,1,0.18589653
+2,external,Her2Pos_Case_44,Her2Pos_Case_44,1,0.77343142
+2,external,Her2Pos_Case_45,Her2Pos_Case_45,1,0.63019657
+2,external,Her2Pos_Case_46,Her2Pos_Case_46,1,0.31955472
+2,external,Her2Pos_Case_47,Her2Pos_Case_47,1,0.51598108
+2,external,Her2Pos_Case_48,Her2Pos_Case_48,1,0.74827403
+2,external,Her2Pos_Case_49,Her2Pos_Case_49,1,0.29991066
+2,external,Her2Pos_Case_50,Her2Pos_Case_50,1,0.40133911
+2,external,Her2Pos_Case_51,Her2Pos_Case_51,1,0.65178615
+2,external,Her2Pos_Case_52,Her2Pos_Case_52,1,0.82150704
+2,external,Her2Pos_Case_53,Her2Pos_Case_53,1,0.23711622
+2,external,Her2Pos_Case_54,Her2Pos_Case_54,1,0.43123242
+2,external,Her2Pos_Case_55,Her2Pos_Case_55,1,0.66258729
+2,external,Her2Pos_Case_56,Her2Pos_Case_56,1,0.37052467
+2,external,Her2Pos_Case_57,Her2Pos_Case_57,1,0.56442326
+2,external,Her2Pos_Case_58,Her2Pos_Case_58,1,0.51914710
+2,external,Her2Pos_Case_59,Her2Pos_Case_59,1,0.53898627
+2,external,Her2Pos_Case_60,Her2Pos_Case_60,1,0.59504747
+2,external,Her2Pos_Case_61,Her2Pos_Case_61,1,0.60324472
+2,external,Her2Pos_Case_62,Her2Pos_Case_62,1,0.67811710
+2,external,Her2Pos_Case_63,Her2Pos_Case_63,1,0.36826342
+2,external,Her2Pos_Case_64,Her2Pos_Case_64,1,0.46988055
+2,external,Her2Pos_Case_65,Her2Pos_Case_65,1,0.66732049
+2,external,Her2Pos_Case_66,Her2Pos_Case_66,1,0.59597391
+2,external,Her2Pos_Case_67,Her2Pos_Case_67,1,0.13976559
+2,external,Her2Pos_Case_68,Her2Pos_Case_68,1,0.44753674
+2,external,Her2Pos_Case_69,Her2Pos_Case_69,1,0.72628057
+2,external,Her2Pos_Case_70,Her2Pos_Case_70,1,0.64160389
+2,external,Her2Pos_Case_71,Her2Pos_Case_71,1,0.63357294
+2,external,Her2Pos_Case_72,Her2Pos_Case_72,1,0.62901866
+2,external,Her2Pos_Case_73,Her2Pos_Case_73,1,0.35353780
+2,external,Her2Pos_Case_74,Her2Pos_Case_74,1,0.70038778
+2,external,Her2Pos_Case_75,Her2Pos_Case_75,1,0.52702701
+2,external,Her2Pos_Case_76,Her2Pos_Case_76,1,0.25955978
+2,external,Her2Pos_Case_77,Her2Pos_Case_77,1,0.33866730
+2,external,Her2Pos_Case_78,Her2Pos_Case_78,1,0.40130895
+2,external,Her2Pos_Case_79,Her2Pos_Case_79,1,0.70313990
+2,external,Her2Pos_Case_80,Her2Pos_Case_80,1,0.38088882
+2,external,Her2Pos_Case_81,Her2Pos_Case_81,1,0.52899402
+2,external,Her2Pos_Case_82,Her2Pos_Case_82,1,0.63610643
+2,external,Her2Pos_Case_83,Her2Pos_Case_83,1,0.38499525
+2,external,Her2Pos_Case_84,Her2Pos_Case_84,1,0.22223306
+2,external,Her2Pos_Case_85,Her2Pos_Case_85,1,0.72743946
+2,external,Her2Pos_Case_86,Her2Pos_Case_86,1,0.23801090
+2,external,Her2Pos_Case_87,Her2Pos_Case_87,1,0.43585885
+2,external,Her2Pos_Case_88,Her2Pos_Case_88,1,0.52375454
+2,external,Her2Pos_Case_89,Her2Pos_Case_89,1,0.70766950
+2,external,Her2Pos_Case_90,Her2Pos_Case_90,1,0.43156677
+2,external,Her2Pos_Case_91,Her2Pos_Case_91,1,0.65166593
+2,external,Her2Pos_Case_92,Her2Pos_Case_92,1,0.63829613
+2,external,Her2Pos_Case_93,Her2Pos_Case_93,1,0.31324339
+2,external,Her2Pos_Case_94,Her2Pos_Case_94,1,0.78022653
+3,external,Her2Neg_Case_01,Her2Neg_Case_01,0,0.20759209
+3,external,Her2Neg_Case_02,Her2Neg_Case_02,0,0.53622502
+3,external,Her2Neg_Case_03,Her2Neg_Case_03,0,0.40564409
+3,external,Her2Neg_Case_04,Her2Neg_Case_04,0,0.13333012
+3,external,Her2Neg_Case_05,Her2Neg_Case_05,0,0.34147835
+3,external,Her2Neg_Case_06,Her2Neg_Case_06,0,0.28219563
+3,external,Her2Neg_Case_07,Her2Neg_Case_07,0,0.22406870
+3,external,Her2Neg_Case_08,Her2Neg_Case_08,0,0.30059409
+3,external,Her2Neg_Case_09,Her2Neg_Case_09,0,0.56955284
+3,external,Her2Neg_Case_10,Her2Neg_Case_10,0,0.23517492
+3,external,Her2Neg_Case_11,Her2Neg_Case_11,0,0.10471843
+3,external,Her2Neg_Case_12,Her2Neg_Case_12,0,0.11140577
+3,external,Her2Neg_Case_13,Her2Neg_Case_13,0,0.17349018
+3,external,Her2Neg_Case_14,Her2Neg_Case_14,0,0.13170925
+3,external,Her2Neg_Case_15,Her2Neg_Case_15,0,0.29970214
+3,external,Her2Neg_Case_16,Her2Neg_Case_16,0,0.36286446
+3,external,Her2Neg_Case_17,Her2Neg_Case_17,0,0.22091156
+3,external,Her2Neg_Case_18,Her2Neg_Case_18,0,0.20622133
+3,external,Her2Neg_Case_19,Her2Neg_Case_19,0,0.37509274
+3,external,Her2Neg_Case_20,Her2Neg_Case_20,0,0.47149414
+3,external,Her2Neg_Case_21,Her2Neg_Case_21,0,0.30046380
+3,external,Her2Neg_Case_22,Her2Neg_Case_22,0,0.16805351
+3,external,Her2Neg_Case_23,Her2Neg_Case_23,0,0.24173042
+3,external,Her2Neg_Case_24,Her2Neg_Case_24,0,0.60614902
+3,external,Her2Neg_Case_25,Her2Neg_Case_25,0,0.79530746
+3,external,Her2Neg_Case_26,Her2Neg_Case_26,0,0.48270503
+3,external,Her2Neg_Case_27,Her2Neg_Case_27,0,0.33620006
+3,external,Her2Neg_Case_28,Her2Neg_Case_28,0,0.23932916
+3,external,Her2Neg_Case_29,Her2Neg_Case_29,0,0.22341721
+3,external,Her2Neg_Case_30,Her2Neg_Case_30,0,0.17582896
+3,external,Her2Neg_Case_31,Her2Neg_Case_31,0,0.37084028
+3,external,Her2Neg_Case_32,Her2Neg_Case_32,0,0.31669962
+3,external,Her2Neg_Case_33,Her2Neg_Case_33,0,0.23769607
+3,external,Her2Neg_Case_34,Her2Neg_Case_34,0,0.33754632
+3,external,Her2Neg_Case_35,Her2Neg_Case_35,0,0.45816594
+3,external,Her2Neg_Case_36,Her2Neg_Case_36,0,0.11653452
+3,external,Her2Neg_Case_37,Her2Neg_Case_37,0,0.21865335
+3,external,Her2Neg_Case_38,Her2Neg_Case_38,0,0.22734226
+3,external,Her2Neg_Case_39,Her2Neg_Case_39,0,0.09652875
+3,external,Her2Neg_Case_40,Her2Neg_Case_40,0,0.24742803
+3,external,Her2Neg_Case_41,Her2Neg_Case_41,0,0.37757403
+3,external,Her2Neg_Case_42,Her2Neg_Case_42,0,0.30604452
+3,external,Her2Neg_Case_43,Her2Neg_Case_43,0,0.22519869
+3,external,Her2Neg_Case_44,Her2Neg_Case_44,0,0.77909780
+3,external,Her2Neg_Case_45,Her2Neg_Case_45,0,0.23061100
+3,external,Her2Neg_Case_46,Her2Neg_Case_46,0,0.55990076
+3,external,Her2Neg_Case_47,Her2Neg_Case_47,0,0.39539921
+3,external,Her2Neg_Case_48,Her2Neg_Case_48,0,0.27232963
+3,external,Her2Neg_Case_49,Her2Neg_Case_49,0,0.25978526
+3,external,Her2Neg_Case_50,Her2Neg_Case_50,0,0.26864037
+3,external,Her2Neg_Case_51,Her2Neg_Case_51,0,0.14050896
+3,external,Her2Neg_Case_52,Her2Neg_Case_52,0,0.16025060
+3,external,Her2Neg_Case_53,Her2Neg_Case_53,0,0.15733567
+3,external,Her2Neg_Case_54,Her2Neg_Case_54,0,0.25468051
+3,external,Her2Neg_Case_55,Her2Neg_Case_55,0,0.24315718
+3,external,Her2Neg_Case_56,Her2Neg_Case_56,0,0.33445412
+3,external,Her2Neg_Case_57,Her2Neg_Case_57,0,0.21943064
+3,external,Her2Neg_Case_58,Her2Neg_Case_58,0,0.17578848
+3,external,Her2Neg_Case_59,Her2Neg_Case_59,0,0.28054541
+3,external,Her2Neg_Case_60,Her2Neg_Case_60,0,0.22126627
+3,external,Her2Neg_Case_61,Her2Neg_Case_61,0,0.16456138
+3,external,Her2Neg_Case_62,Her2Neg_Case_62,0,0.27022883
+3,external,Her2Neg_Case_63,Her2Neg_Case_63,0,0.43584186
+3,external,Her2Neg_Case_64,Her2Neg_Case_64,0,0.37081617
+3,external,Her2Neg_Case_65,Her2Neg_Case_65,0,0.48685774
+3,external,Her2Neg_Case_66,Her2Neg_Case_66,0,0.21179247
+3,external,Her2Neg_Case_67,Her2Neg_Case_67,0,0.19761144
+3,external,Her2Neg_Case_68,Her2Neg_Case_68,0,0.31707388
+3,external,Her2Neg_Case_69,Her2Neg_Case_69,0,0.58516687
+3,external,Her2Neg_Case_70,Her2Neg_Case_70,0,0.32720533
+3,external,Her2Neg_Case_71,Her2Neg_Case_71,0,0.11126091
+3,external,Her2Neg_Case_72,Her2Neg_Case_72,0,0.18196705
+3,external,Her2Neg_Case_73,Her2Neg_Case_73,0,0.23246299
+3,external,Her2Neg_Case_74,Her2Neg_Case_74,0,0.15393929
+3,external,Her2Neg_Case_75,Her2Neg_Case_75,0,0.28112531
+3,external,Her2Neg_Case_76,Her2Neg_Case_76,0,0.38190076
+3,external,Her2Neg_Case_77,Her2Neg_Case_77,0,0.24341586
+3,external,Her2Neg_Case_78,Her2Neg_Case_78,0,0.31981829
+3,external,Her2Neg_Case_79,Her2Neg_Case_79,0,0.17905465
+3,external,Her2Neg_Case_80,Her2Neg_Case_80,0,0.38770428
+3,external,Her2Neg_Case_81,Her2Neg_Case_81,0,0.17748883
+3,external,Her2Neg_Case_82,Her2Neg_Case_82,0,0.26344490
+3,external,Her2Neg_Case_83,Her2Neg_Case_83,0,0.13697051
+3,external,Her2Neg_Case_84,Her2Neg_Case_84,0,0.36309946
+3,external,Her2Neg_Case_85,Her2Neg_Case_85,0,0.48294249
+3,external,Her2Neg_Case_86,Her2Neg_Case_86,0,0.79066247
+3,external,Her2Neg_Case_87,Her2Neg_Case_87,0,0.48414719
+3,external,Her2Neg_Case_88,Her2Neg_Case_88,0,0.51845866
+3,external,Her2Neg_Case_89,Her2Neg_Case_89,0,0.22545585
+3,external,Her2Neg_Case_90,Her2Neg_Case_90,0,0.62053907
+3,external,Her2Neg_Case_91,Her2Neg_Case_91,0,0.45078057
+3,external,Her2Neg_Case_92,Her2Neg_Case_92,0,0.23726845
+3,external,Her2Neg_Case_93,Her2Neg_Case_93,0,0.22772117
+3,external,Her2Neg_Case_94,Her2Neg_Case_94,0,0.25479904
+3,external,Her2Neg_Case_95,Her2Neg_Case_95,0,0.36695740
+3,external,Her2Neg_Case_96,Her2Neg_Case_96,0,0.23062834
+3,external,Her2Neg_Case_97,Her2Neg_Case_97,0,0.31497270
+3,external,Her2Neg_Case_98,Her2Neg_Case_98,0,0.37012848
+3,external,Her2Neg_Case_99,Her2Neg_Case_99,0,0.19142866
+3,external,Her2Pos_Case_01,Her2Pos_Case_01,1,0.48728091
+3,external,Her2Pos_Case_02,Her2Pos_Case_02,1,0.51351362
+3,external,Her2Pos_Case_03,Her2Pos_Case_03,1,0.23200800
+3,external,Her2Pos_Case_04,Her2Pos_Case_04,1,0.56995994
+3,external,Her2Pos_Case_05,Her2Pos_Case_05,1,0.56840563
+3,external,Her2Pos_Case_06,Her2Pos_Case_06,1,0.24295713
+3,external,Her2Pos_Case_07,Her2Pos_Case_07,1,0.36748922
+3,external,Her2Pos_Case_08,Her2Pos_Case_08,1,0.62264681
+3,external,Her2Pos_Case_09,Her2Pos_Case_09,1,0.59205115
+3,external,Her2Pos_Case_10,Her2Pos_Case_10,1,0.48211801
+3,external,Her2Pos_Case_11,Her2Pos_Case_11,1,0.53618783
+3,external,Her2Pos_Case_12,Her2Pos_Case_12,1,0.26695102
+3,external,Her2Pos_Case_13,Her2Pos_Case_13,1,0.23026694
+3,external,Her2Pos_Case_14,Her2Pos_Case_14,1,0.53647929
+3,external,Her2Pos_Case_15,Her2Pos_Case_15,1,0.61309010
+3,external,Her2Pos_Case_16,Her2Pos_Case_16,1,0.63994187
+3,external,Her2Pos_Case_17,Her2Pos_Case_17,1,0.48046261
+3,external,Her2Pos_Case_18,Her2Pos_Case_18,1,0.21468031
+3,external,Her2Pos_Case_19,Her2Pos_Case_19,1,0.74239469
+3,external,Her2Pos_Case_20,Her2Pos_Case_20,1,0.50041151
+3,external,Her2Pos_Case_21,Her2Pos_Case_21,1,0.69681770
+3,external,Her2Pos_Case_23,Her2Pos_Case_23,1,0.79067791
+3,external,Her2Pos_Case_24,Her2Pos_Case_24,1,0.64898610
+3,external,Her2Pos_Case_25,Her2Pos_Case_25,1,0.61330897
+3,external,Her2Pos_Case_26,Her2Pos_Case_26,1,0.41731545
+3,external,Her2Pos_Case_27,Her2Pos_Case_27,1,0.20501682
+3,external,Her2Pos_Case_28,Her2Pos_Case_28,1,0.62941957
+3,external,Her2Pos_Case_29,Her2Pos_Case_29,1,0.18458679
+3,external,Her2Pos_Case_30,Her2Pos_Case_30,1,0.53618705
+3,external,Her2Pos_Case_31,Her2Pos_Case_31,1,0.18428163
+3,external,Her2Pos_Case_32,Her2Pos_Case_32,1,0.32618824
+3,external,Her2Pos_Case_33,Her2Pos_Case_33,1,0.39228654
+3,external,Her2Pos_Case_34,Her2Pos_Case_34,1,0.58246154
+3,external,Her2Pos_Case_35,Her2Pos_Case_35,1,0.64759701
+3,external,Her2Pos_Case_36,Her2Pos_Case_36,1,0.37922850
+3,external,Her2Pos_Case_37,Her2Pos_Case_37,1,0.45162320
+3,external,Her2Pos_Case_38,Her2Pos_Case_38,1,0.63560742
+3,external,Her2Pos_Case_39,Her2Pos_Case_39,1,0.72457200
+3,external,Her2Pos_Case_40,Her2Pos_Case_40,1,0.46595952
+3,external,Her2Pos_Case_41,Her2Pos_Case_41,1,0.51134795
+3,external,Her2Pos_Case_42,Her2Pos_Case_42,1,0.52744579
+3,external,Her2Pos_Case_43,Her2Pos_Case_43,1,0.31873363
+3,external,Her2Pos_Case_44,Her2Pos_Case_44,1,0.85259926
+3,external,Her2Pos_Case_45,Her2Pos_Case_45,1,0.65728068
+3,external,Her2Pos_Case_46,Her2Pos_Case_46,1,0.44042435
+3,external,Her2Pos_Case_47,Her2Pos_Case_47,1,0.60808253
+3,external,Her2Pos_Case_48,Her2Pos_Case_48,1,0.49273503
+3,external,Her2Pos_Case_49,Her2Pos_Case_49,1,0.34394372
+3,external,Her2Pos_Case_50,Her2Pos_Case_50,1,0.53974199
+3,external,Her2Pos_Case_51,Her2Pos_Case_51,1,0.58269447
+3,external,Her2Pos_Case_52,Her2Pos_Case_52,1,0.56858212
+3,external,Her2Pos_Case_53,Her2Pos_Case_53,1,0.20073865
+3,external,Her2Pos_Case_54,Her2Pos_Case_54,1,0.30653816
+3,external,Her2Pos_Case_55,Her2Pos_Case_55,1,0.67339391
+3,external,Her2Pos_Case_56,Her2Pos_Case_56,1,0.31735685
+3,external,Her2Pos_Case_57,Her2Pos_Case_57,1,0.61826062
+3,external,Her2Pos_Case_58,Her2Pos_Case_58,1,0.71069360
+3,external,Her2Pos_Case_59,Her2Pos_Case_59,1,0.32453671
+3,external,Her2Pos_Case_60,Her2Pos_Case_60,1,0.63111901
+3,external,Her2Pos_Case_61,Her2Pos_Case_61,1,0.65153998
+3,external,Her2Pos_Case_62,Her2Pos_Case_62,1,0.67421645
+3,external,Her2Pos_Case_63,Her2Pos_Case_63,1,0.29383528
+3,external,Her2Pos_Case_64,Her2Pos_Case_64,1,0.44945765
+3,external,Her2Pos_Case_65,Her2Pos_Case_65,1,0.55777782
+3,external,Her2Pos_Case_66,Her2Pos_Case_66,1,0.46880400
+3,external,Her2Pos_Case_67,Her2Pos_Case_67,1,0.22244376
+3,external,Her2Pos_Case_68,Her2Pos_Case_68,1,0.40687591
+3,external,Her2Pos_Case_69,Her2Pos_Case_69,1,0.80789155
+3,external,Her2Pos_Case_70,Her2Pos_Case_70,1,0.62695944
+3,external,Her2Pos_Case_71,Her2Pos_Case_71,1,0.50477529
+3,external,Her2Pos_Case_72,Her2Pos_Case_72,1,0.54040337
+3,external,Her2Pos_Case_73,Her2Pos_Case_73,1,0.35772091
+3,external,Her2Pos_Case_74,Her2Pos_Case_74,1,0.59173423
+3,external,Her2Pos_Case_75,Her2Pos_Case_75,1,0.59146941
+3,external,Her2Pos_Case_76,Her2Pos_Case_76,1,0.50529456
+3,external,Her2Pos_Case_77,Her2Pos_Case_77,1,0.28454047
+3,external,Her2Pos_Case_78,Her2Pos_Case_78,1,0.30770016
+3,external,Her2Pos_Case_79,Her2Pos_Case_79,1,0.51512563
+3,external,Her2Pos_Case_80,Her2Pos_Case_80,1,0.35666379
+3,external,Her2Pos_Case_81,Her2Pos_Case_81,1,0.62625110
+3,external,Her2Pos_Case_82,Her2Pos_Case_82,1,0.66670203
+3,external,Her2Pos_Case_83,Her2Pos_Case_83,1,0.19888094
+3,external,Her2Pos_Case_84,Her2Pos_Case_84,1,0.15106356
+3,external,Her2Pos_Case_85,Her2Pos_Case_85,1,0.54832333
+3,external,Her2Pos_Case_86,Her2Pos_Case_86,1,0.12465251
+3,external,Her2Pos_Case_87,Her2Pos_Case_87,1,0.40741774
+3,external,Her2Pos_Case_88,Her2Pos_Case_88,1,0.66314876
+3,external,Her2Pos_Case_89,Her2Pos_Case_89,1,0.70932984
+3,external,Her2Pos_Case_90,Her2Pos_Case_90,1,0.60899359
+3,external,Her2Pos_Case_91,Her2Pos_Case_91,1,0.46428099
+3,external,Her2Pos_Case_92,Her2Pos_Case_92,1,0.53382701
+3,external,Her2Pos_Case_93,Her2Pos_Case_93,1,0.19614065
+3,external,Her2Pos_Case_94,Her2Pos_Case_94,1,0.65020913
+4,external,Her2Neg_Case_01,Her2Neg_Case_01,0,0.19396378
+4,external,Her2Neg_Case_02,Her2Neg_Case_02,0,0.25552243
+4,external,Her2Neg_Case_03,Her2Neg_Case_03,0,0.21523237
+4,external,Her2Neg_Case_04,Her2Neg_Case_04,0,0.13477962
+4,external,Her2Neg_Case_05,Her2Neg_Case_05,0,0.18197733
+4,external,Her2Neg_Case_06,Her2Neg_Case_06,0,0.17716414
+4,external,Her2Neg_Case_07,Her2Neg_Case_07,0,0.12653427
+4,external,Her2Neg_Case_08,Her2Neg_Case_08,0,0.13856541
+4,external,Her2Neg_Case_09,Her2Neg_Case_09,0,0.43184033
+4,external,Her2Neg_Case_10,Her2Neg_Case_10,0,0.14484835
+4,external,Her2Neg_Case_11,Her2Neg_Case_11,0,0.12255161
+4,external,Her2Neg_Case_12,Her2Neg_Case_12,0,0.04483397
+4,external,Her2Neg_Case_13,Her2Neg_Case_13,0,0.20549282
+4,external,Her2Neg_Case_14,Her2Neg_Case_14,0,0.07951011
+4,external,Her2Neg_Case_15,Her2Neg_Case_15,0,0.16048960
+4,external,Her2Neg_Case_16,Her2Neg_Case_16,0,0.20987995
+4,external,Her2Neg_Case_17,Her2Neg_Case_17,0,0.10089363
+4,external,Her2Neg_Case_18,Her2Neg_Case_18,0,0.11745085
+4,external,Her2Neg_Case_19,Her2Neg_Case_19,0,0.34523666
+4,external,Her2Neg_Case_20,Her2Neg_Case_20,0,0.33484557
+4,external,Her2Neg_Case_21,Her2Neg_Case_21,0,0.19035524
+4,external,Her2Neg_Case_22,Her2Neg_Case_22,0,0.17526877
+4,external,Her2Neg_Case_23,Her2Neg_Case_23,0,0.17692514
+4,external,Her2Neg_Case_24,Her2Neg_Case_24,0,0.54397970
+4,external,Her2Neg_Case_25,Her2Neg_Case_25,0,0.72680712
+4,external,Her2Neg_Case_26,Her2Neg_Case_26,0,0.43195468
+4,external,Her2Neg_Case_27,Her2Neg_Case_27,0,0.21330215
+4,external,Her2Neg_Case_28,Her2Neg_Case_28,0,0.13038534
+4,external,Her2Neg_Case_29,Her2Neg_Case_29,0,0.21343753
+4,external,Her2Neg_Case_30,Her2Neg_Case_30,0,0.11246379
+4,external,Her2Neg_Case_31,Her2Neg_Case_31,0,0.20816833
+4,external,Her2Neg_Case_32,Her2Neg_Case_32,0,0.20272228
+4,external,Her2Neg_Case_33,Her2Neg_Case_33,0,0.19379200
+4,external,Her2Neg_Case_34,Her2Neg_Case_34,0,0.41732192
+4,external,Her2Neg_Case_35,Her2Neg_Case_35,0,0.36448282
+4,external,Her2Neg_Case_36,Her2Neg_Case_36,0,0.12671936
+4,external,Her2Neg_Case_37,Her2Neg_Case_37,0,0.18391503
+4,external,Her2Neg_Case_38,Her2Neg_Case_38,0,0.11236215
+4,external,Her2Neg_Case_39,Her2Neg_Case_39,0,0.08904707
+4,external,Her2Neg_Case_40,Her2Neg_Case_40,0,0.20602083
+4,external,Her2Neg_Case_41,Her2Neg_Case_41,0,0.18390310
+4,external,Her2Neg_Case_42,Her2Neg_Case_42,0,0.24214245
+4,external,Her2Neg_Case_43,Her2Neg_Case_43,0,0.17324211
+4,external,Her2Neg_Case_44,Her2Neg_Case_44,0,0.67762464
+4,external,Her2Neg_Case_45,Her2Neg_Case_45,0,0.21540357
+4,external,Her2Neg_Case_46,Her2Neg_Case_46,0,0.38529393
+4,external,Her2Neg_Case_47,Her2Neg_Case_47,0,0.40893629
+4,external,Her2Neg_Case_48,Her2Neg_Case_48,0,0.08104151
+4,external,Her2Neg_Case_49,Her2Neg_Case_49,0,0.12024342
+4,external,Her2Neg_Case_50,Her2Neg_Case_50,0,0.16153532
+4,external,Her2Neg_Case_51,Her2Neg_Case_51,0,0.14046097
+4,external,Her2Neg_Case_52,Her2Neg_Case_52,0,0.11471144
+4,external,Her2Neg_Case_53,Her2Neg_Case_53,0,0.08171562
+4,external,Her2Neg_Case_54,Her2Neg_Case_54,0,0.19011781
+4,external,Her2Neg_Case_55,Her2Neg_Case_55,0,0.14594969
+4,external,Her2Neg_Case_56,Her2Neg_Case_56,0,0.23480044
+4,external,Her2Neg_Case_57,Her2Neg_Case_57,0,0.19051746
+4,external,Her2Neg_Case_58,Her2Neg_Case_58,0,0.11841419
+4,external,Her2Neg_Case_59,Her2Neg_Case_59,0,0.32539320
+4,external,Her2Neg_Case_60,Her2Neg_Case_60,0,0.36252764
+4,external,Her2Neg_Case_61,Her2Neg_Case_61,0,0.08638209
+4,external,Her2Neg_Case_62,Her2Neg_Case_62,0,0.08424343
+4,external,Her2Neg_Case_63,Her2Neg_Case_63,0,0.19314393
+4,external,Her2Neg_Case_64,Her2Neg_Case_64,0,0.18907215
+4,external,Her2Neg_Case_65,Her2Neg_Case_65,0,0.34482422
+4,external,Her2Neg_Case_66,Her2Neg_Case_66,0,0.14704736
+4,external,Her2Neg_Case_67,Her2Neg_Case_67,0,0.14661349
+4,external,Her2Neg_Case_68,Her2Neg_Case_68,0,0.20712505
+4,external,Her2Neg_Case_69,Her2Neg_Case_69,0,0.41249216
+4,external,Her2Neg_Case_70,Her2Neg_Case_70,0,0.23952186
+4,external,Her2Neg_Case_71,Her2Neg_Case_71,0,0.15939362
+4,external,Her2Neg_Case_72,Her2Neg_Case_72,0,0.23731297
+4,external,Her2Neg_Case_73,Her2Neg_Case_73,0,0.12580147
+4,external,Her2Neg_Case_74,Her2Neg_Case_74,0,0.12722044
+4,external,Her2Neg_Case_75,Her2Neg_Case_75,0,0.15579320
+4,external,Her2Neg_Case_76,Her2Neg_Case_76,0,0.29870647
+4,external,Her2Neg_Case_77,Her2Neg_Case_77,0,0.13214606
+4,external,Her2Neg_Case_78,Her2Neg_Case_78,0,0.19121419
+4,external,Her2Neg_Case_79,Her2Neg_Case_79,0,0.10602556
+4,external,Her2Neg_Case_80,Her2Neg_Case_80,0,0.27199817
+4,external,Her2Neg_Case_81,Her2Neg_Case_81,0,0.08965600
+4,external,Her2Neg_Case_82,Her2Neg_Case_82,0,0.15721565
+4,external,Her2Neg_Case_83,Her2Neg_Case_83,0,0.08997837
+4,external,Her2Neg_Case_84,Her2Neg_Case_84,0,0.19451293
+4,external,Her2Neg_Case_85,Her2Neg_Case_85,0,0.34683642
+4,external,Her2Neg_Case_86,Her2Neg_Case_86,0,0.76142764
+4,external,Her2Neg_Case_87,Her2Neg_Case_87,0,0.28604993
+4,external,Her2Neg_Case_88,Her2Neg_Case_88,0,0.44807413
+4,external,Her2Neg_Case_89,Her2Neg_Case_89,0,0.18864886
+4,external,Her2Neg_Case_90,Her2Neg_Case_90,0,0.48349792
+4,external,Her2Neg_Case_91,Her2Neg_Case_91,0,0.25630033
+4,external,Her2Neg_Case_92,Her2Neg_Case_92,0,0.11055674
+4,external,Her2Neg_Case_93,Her2Neg_Case_93,0,0.18966174
+4,external,Her2Neg_Case_94,Her2Neg_Case_94,0,0.09006967
+4,external,Her2Neg_Case_95,Her2Neg_Case_95,0,0.20750916
+4,external,Her2Neg_Case_96,Her2Neg_Case_96,0,0.13790210
+4,external,Her2Neg_Case_97,Her2Neg_Case_97,0,0.16753161
+4,external,Her2Neg_Case_98,Her2Neg_Case_98,0,0.24042633
+4,external,Her2Neg_Case_99,Her2Neg_Case_99,0,0.10063992
+4,external,Her2Pos_Case_01,Her2Pos_Case_01,1,0.37137654
+4,external,Her2Pos_Case_02,Her2Pos_Case_02,1,0.48155594
+4,external,Her2Pos_Case_03,Her2Pos_Case_03,1,0.27052328
+4,external,Her2Pos_Case_04,Her2Pos_Case_04,1,0.43776128
+4,external,Her2Pos_Case_05,Her2Pos_Case_05,1,0.41973206
+4,external,Her2Pos_Case_06,Her2Pos_Case_06,1,0.20353581
+4,external,Her2Pos_Case_07,Her2Pos_Case_07,1,0.26180845
+4,external,Her2Pos_Case_08,Her2Pos_Case_08,1,0.53985953
+4,external,Her2Pos_Case_09,Her2Pos_Case_09,1,0.29479837
+4,external,Her2Pos_Case_10,Her2Pos_Case_10,1,0.25750938
+4,external,Her2Pos_Case_11,Her2Pos_Case_11,1,0.56206411
+4,external,Her2Pos_Case_12,Her2Pos_Case_12,1,0.30856431
+4,external,Her2Pos_Case_13,Her2Pos_Case_13,1,0.15927386
+4,external,Her2Pos_Case_14,Her2Pos_Case_14,1,0.46140999
+4,external,Her2Pos_Case_15,Her2Pos_Case_15,1,0.57311940
+4,external,Her2Pos_Case_16,Her2Pos_Case_16,1,0.51560551
+4,external,Her2Pos_Case_17,Her2Pos_Case_17,1,0.50142604
+4,external,Her2Pos_Case_18,Her2Pos_Case_18,1,0.29103902
+4,external,Her2Pos_Case_19,Her2Pos_Case_19,1,0.61926198
+4,external,Her2Pos_Case_20,Her2Pos_Case_20,1,0.28253224
+4,external,Her2Pos_Case_21,Her2Pos_Case_21,1,0.50377584
+4,external,Her2Pos_Case_23,Her2Pos_Case_23,1,0.44075838
+4,external,Her2Pos_Case_24,Her2Pos_Case_24,1,0.66434634
+4,external,Her2Pos_Case_25,Her2Pos_Case_25,1,0.53872794
+4,external,Her2Pos_Case_26,Her2Pos_Case_26,1,0.51443487
+4,external,Her2Pos_Case_27,Her2Pos_Case_27,1,0.28880313
+4,external,Her2Pos_Case_28,Her2Pos_Case_28,1,0.65116549
+4,external,Her2Pos_Case_29,Her2Pos_Case_29,1,0.14663994
+4,external,Her2Pos_Case_30,Her2Pos_Case_30,1,0.49450964
+4,external,Her2Pos_Case_31,Her2Pos_Case_31,1,0.21976115
+4,external,Her2Pos_Case_32,Her2Pos_Case_32,1,0.21547049
+4,external,Her2Pos_Case_33,Her2Pos_Case_33,1,0.36648151
+4,external,Her2Pos_Case_34,Her2Pos_Case_34,1,0.43771055
+4,external,Her2Pos_Case_35,Her2Pos_Case_35,1,0.47458544
+4,external,Her2Pos_Case_36,Her2Pos_Case_36,1,0.39416265
+4,external,Her2Pos_Case_37,Her2Pos_Case_37,1,0.39123097
+4,external,Her2Pos_Case_38,Her2Pos_Case_38,1,0.47998235
+4,external,Her2Pos_Case_39,Her2Pos_Case_39,1,0.63039643
+4,external,Her2Pos_Case_40,Her2Pos_Case_40,1,0.35076356
+4,external,Her2Pos_Case_41,Her2Pos_Case_41,1,0.46317464
+4,external,Her2Pos_Case_42,Her2Pos_Case_42,1,0.25152588
+4,external,Her2Pos_Case_43,Her2Pos_Case_43,1,0.10156643
+4,external,Her2Pos_Case_44,Her2Pos_Case_44,1,0.76919132
+4,external,Her2Pos_Case_45,Her2Pos_Case_45,1,0.56316149
+4,external,Her2Pos_Case_46,Her2Pos_Case_46,1,0.41840705
+4,external,Her2Pos_Case_47,Her2Pos_Case_47,1,0.58045137
+4,external,Her2Pos_Case_48,Her2Pos_Case_48,1,0.53311062
+4,external,Her2Pos_Case_49,Her2Pos_Case_49,1,0.30530292
+4,external,Her2Pos_Case_50,Her2Pos_Case_50,1,0.50707823
+4,external,Her2Pos_Case_51,Her2Pos_Case_51,1,0.49276012
+4,external,Her2Pos_Case_52,Her2Pos_Case_52,1,0.44835326
+4,external,Her2Pos_Case_53,Her2Pos_Case_53,1,0.23345052
+4,external,Her2Pos_Case_54,Her2Pos_Case_54,1,0.20119333
+4,external,Her2Pos_Case_55,Her2Pos_Case_55,1,0.63619268
+4,external,Her2Pos_Case_56,Her2Pos_Case_56,1,0.23772536
+4,external,Her2Pos_Case_57,Her2Pos_Case_57,1,0.48616657
+4,external,Her2Pos_Case_58,Her2Pos_Case_58,1,0.31607610
+4,external,Her2Pos_Case_59,Her2Pos_Case_59,1,0.32380524
+4,external,Her2Pos_Case_60,Her2Pos_Case_60,1,0.54794627
+4,external,Her2Pos_Case_61,Her2Pos_Case_61,1,0.52484071
+4,external,Her2Pos_Case_62,Her2Pos_Case_62,1,0.42274636
+4,external,Her2Pos_Case_63,Her2Pos_Case_63,1,0.27892491
+4,external,Her2Pos_Case_64,Her2Pos_Case_64,1,0.47697574
+4,external,Her2Pos_Case_65,Her2Pos_Case_65,1,0.56055701
+4,external,Her2Pos_Case_66,Her2Pos_Case_66,1,0.42465553
+4,external,Her2Pos_Case_67,Her2Pos_Case_67,1,0.33219245
+4,external,Her2Pos_Case_68,Her2Pos_Case_68,1,0.13142358
+4,external,Her2Pos_Case_69,Her2Pos_Case_69,1,0.75034827
+4,external,Her2Pos_Case_70,Her2Pos_Case_70,1,0.64196706
+4,external,Her2Pos_Case_71,Her2Pos_Case_71,1,0.46533731
+4,external,Her2Pos_Case_72,Her2Pos_Case_72,1,0.62855858
+4,external,Her2Pos_Case_73,Her2Pos_Case_73,1,0.41814545
+4,external,Her2Pos_Case_74,Her2Pos_Case_74,1,0.63045430
+4,external,Her2Pos_Case_75,Her2Pos_Case_75,1,0.41113696
+4,external,Her2Pos_Case_76,Her2Pos_Case_76,1,0.35169983
+4,external,Her2Pos_Case_77,Her2Pos_Case_77,1,0.13089204
+4,external,Her2Pos_Case_78,Her2Pos_Case_78,1,0.19573370
+4,external,Her2Pos_Case_79,Her2Pos_Case_79,1,0.47223479
+4,external,Her2Pos_Case_80,Her2Pos_Case_80,1,0.42093024
+4,external,Her2Pos_Case_81,Her2Pos_Case_81,1,0.33707157
+4,external,Her2Pos_Case_82,Her2Pos_Case_82,1,0.52324253
+4,external,Her2Pos_Case_83,Her2Pos_Case_83,1,0.21870857
+4,external,Her2Pos_Case_84,Her2Pos_Case_84,1,0.14653760
+4,external,Her2Pos_Case_85,Her2Pos_Case_85,1,0.44554847
+4,external,Her2Pos_Case_86,Her2Pos_Case_86,1,0.10654045
+4,external,Her2Pos_Case_87,Her2Pos_Case_87,1,0.42360479
+4,external,Her2Pos_Case_88,Her2Pos_Case_88,1,0.40615544
+4,external,Her2Pos_Case_89,Her2Pos_Case_89,1,0.67861915
+4,external,Her2Pos_Case_90,Her2Pos_Case_90,1,0.60291755
+4,external,Her2Pos_Case_91,Her2Pos_Case_91,1,0.44679922
+4,external,Her2Pos_Case_92,Her2Pos_Case_92,1,0.57721001
+4,external,Her2Pos_Case_93,Her2Pos_Case_93,1,0.13957557
+4,external,Her2Pos_Case_94,Her2Pos_Case_94,1,0.61650467