{
    "significant_genes": {
        "Variable": [
            "DHX32",
            "CENPC",
            "NYAP1",
            "SUCLG1",
            "MAP3K7CL",
            "ZSWIM4",
            "LAMC3",
            "GLRX",
            "INPP5B",
            "NDUFAF7",
            "MAP3K10",
            "ACTL10",
            "ELAVL1",
            "FN3KRP",
            "OR52E6",
            "EIF1",
            "ISL2",
            "PDRG1",
            "ARHGAP31",
            "TMEM41A",
            "MOGS",
            "FAM117A",
            "MYBBP1A",
            "CLPX",
            "CCDC186",
            "EMC1",
            "SAPCD2",
            "SCGB3A1",
            "PPP2R3A",
            "CERS5",
            "FER1L6-AS1",
            "PI4K2A",
            "GFRA2",
            "CRACR2B",
            "C20orf204",
            "MED16",
            "MAN2A1",
            "SELENOO",
            "DHX34",
            "TMEM121B",
            "TNFRSF11A",
            "NQO2",
            "SYMPK",
            "RNF141",
            "BPNT1",
            "ZCCHC17",
            "ROGDI",
            "QTRT2",
            "SLFN12",
            "CYBB",
            "TUSC2",
            "SLFN13",
            "ACAD8",
            "UTP14A",
            "CYSTM1",
            "JOSD1",
            "PEBP4",
            "LRRC18",
            "RAB2B",
            "HIBCH",
            "E2F2",
            "PTGDS",
            "CES3",
            "PROP1",
            "PPIA",
            "NUTF2",
            "GOLT1B",
            "TLK2",
            "FMC1-LUC7L2",
            "PLK3",
            "NOP10",
            "M1AP",
            "COLGALT2",
            "BAMBI",
            "USP47",
            "GABBR1",
            "TMEM164",
            "NUDT2",
            "SMARCAL1",
            "ATOSB",
            "ATP1A3",
            "ACOT4",
            "TYMS",
            "ENTPD4",
            "GPR68",
            "ZNF701",
            "LTBR",
            "ZNF615",
            "LGALSL",
            "CTRL",
            "NDUFV3",
            "UQCC2",
            "ISY1",
            "SLC5A8",
            "EIF1AY",
            "COX20",
            "TOLLIP",
            "GP5",
            "SPAG7",
            "MAGEB3",
            "ARID1A",
            "GALNS",
            "TMED4",
            "POLR2D",
            "DHX35",
            "OLIG1",
            "LRRC58",
            "EGLN1",
            "LMNTD1",
            "MYBPH",
            "RASA3",
            "ENTPD6",
            "HLA-C",
            "NAPSB",
            "H2BC8",
            "MIR22HG",
            "PLK2",
            "MAPRE3",
            "FAM118A",
            "TBCEL",
            "COX14",
            "ERP27",
            "SLC25A13",
            "SMG7",
            "PARD6A",
            "NDUFA7",
            "FMO4",
            "CARM1",
            "C2orf42",
            "SEC16B",
            "PLCH2",
            "FNTB",
            "CROCC",
            "SPTA1",
            "PID1",
            "DUSP14",
            "CCDC107",
            "HECTD3",
            "SGPL1",
            "ATG2A",
            "RTL6",
            "ZNRD2",
            "EPHB4",
            "HIP1",
            "LDLR",
            "EEF1AKMT3",
            "CD164",
            "NFYB",
            "ETFDH",
            "AQP10",
            "LGALS2",
            "NDN",
            "SNHG5",
            "AARS2",
            "VAV2",
            "BIN3",
            "RHCG",
            "PUDP",
            "CALHM1",
            "SLC25A43",
            "ANKS4B",
            "MAP3K6",
            "CFD",
            "CC2D1B",
            "ATF1",
            "FUT7",
            "P2RX1",
            "SS18L1",
            "LSS",
            "RNASE3",
            "SELPLG",
            "TUBB4B",
            "ACTR5",
            "CTU1"
        ],
        "Coefficient": [
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            0.07510272141119409,
            -0.07405631299056306,
            0.06694663359113545,
            0.06661171856417836,
            0.06556094474694757,
            -0.06209506283042758,
            -0.06148926867043559,
            0.05463461290920723,
            0.05393399815398206,
            -0.053297836568884496,
            -0.052610909473074466,
            0.05183994168669682,
            -0.04687514893015084,
            0.046666186807785615,
            0.04626289667570887,
            -0.04322591292578855,
            -0.04300830045430134,
            -0.042885210179097355,
            -0.042241417864762515,
            -0.03569509943214435,
            -0.03530089881261457,
            -0.03496217882691582,
            0.0348486395628123,
            0.03420602677488174,
            0.034114632408287895,
            0.03278445172196356,
            -0.03231305083101686,
            0.03186422408985763,
            0.03136842827840724,
            -0.03134333540499585,
            0.031047096164303598,
            0.03073515906019045,
            -0.030494514314500707,
            0.030111586782193066,
            -0.02944422594917042,
            0.02803058508167891,
            -0.02741368266926177,
            0.02700442497164573,
            0.02620075271059544,
            -0.025863257583614286,
            0.025566904665085932,
            0.025104947066635148,
            0.024801440239469563,
            0.02475536118900404,
            0.023705886762598754,
            -0.023609513351689797,
            -0.023494968551273022,
            0.023146781345367236,
            -0.022593014587294704,
            -0.022559607807272442,
            0.021989510305871016,
            -0.02175902118597652,
            0.02174355962294204,
            0.02170059362481619,
            0.021287406001508948,
            0.021272001964983408,
            0.02092788699612008,
            -0.02025712098363406,
            0.020115342527702702,
            -0.019214323528731383,
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            -0.01822921332974238,
            0.01818161491459405,
            -0.01813071335452354,
            0.018072206657311265,
            -0.017983253522794583,
            0.0175369657956908,
            0.017470914021481543,
            0.01723767333549741,
            0.01717288461175461,
            0.016880362554198246,
            -0.01679211233456685,
            0.016356404856008942,
            0.016197232286842125,
            -0.015568086170476645,
            -0.015406854196021096,
            -0.01524358936809069,
            0.014916258238892087,
            -0.014890039703628108,
            0.014512784575600965,
            0.014481226355508326,
            0.013774547367033992,
            0.013298308602958463,
            -0.013183004397456335,
            -0.012974502500730152,
            -0.01296626070464301,
            -0.012701371192054119,
            -0.011692334140765861,
            0.011612319162605411,
            -0.011155493901716515,
            -0.01105678352783748,
            0.010821253247678462,
            0.010767194346653167,
            0.010307586828463064,
            -0.010128081654814217,
            -0.01008085771942578,
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            -0.009433701339057611,
            -0.009329829068106277,
            0.00914565709556536,
            0.0087905336367261,
            0.008740279063550386,
            -0.008727999947980335,
            -0.008689336325649858,
            -0.008667563095484013,
            0.00850489401290905,
            0.008298821831508976,
            -0.007980215660636756,
            -0.00758760769377574,
            0.007416765579888938,
            -0.00732043133863482,
            0.007131476848098128,
            0.007077119592942917,
            -0.0069058590478478215,
            0.006357720607693016,
            -0.0063536010133505485,
            -0.0063426340722851585,
            -0.00624359742012903,
            0.006227597291610985,
            -0.006002301872992928,
            -0.005999226492195991,
            0.00596485484676027,
            0.005826988905196613,
            0.00563911712743301,
            -0.005620803334421945,
            -0.005443666833397443,
            -0.005349203502629916,
            0.0053253075611080294,
            -0.0052282919177224435,
            -0.005196145041250883,
            0.00507225934835091,
            -0.00494886431250794,
            -0.004828036592210379,
            -0.004758152816296333,
            0.004691457132131351,
            0.0038838002606420624,
            0.003797054903922036,
            -0.003553119444442093,
            0.0032680821141671287,
            0.003238303423840035,
            -0.003218915646504265,
            -0.002963201054181251,
            0.002617397337029004,
            -0.0025648258688071284,
            0.0024622324074962776,
            -0.002461968709842389,
            0.002429939588517093,
            0.0023628975989908804,
            -0.0023423814677315897,
            -0.00231525750608891,
            -0.0021878707409888755,
            0.001785066162960451,
            0.0017398597299111507,
            -0.0016909920489954465,
            -0.0016129222365115817,
            0.0013599213629262045,
            -0.001121711922947291,
            0.0010578573864210741,
            0.0010333630024718704,
            -0.0007728125307024994,
            0.000558318256651424,
            0.0005468668832474473,
            0.00042169620933937266,
            0.00040385623420173045,
            0.00030745229505438755,
            0.0002914989673252449,
            0.000184170151882032,
            0.00016966984933542418,
            8.506368627978031e-05,
            6.071878534347718e-05,
            -3.420568197429314e-05
        ],
        "Absolute Coefficient": [
            0.08368258497200319,
            0.07510272141119409,
            0.07405631299056306,
            0.06694663359113545,
            0.06661171856417836,
            0.06556094474694757,
            0.06209506283042758,
            0.06148926867043559,
            0.05463461290920723,
            0.05393399815398206,
            0.053297836568884496,
            0.052610909473074466,
            0.05183994168669682,
            0.04687514893015084,
            0.046666186807785615,
            0.04626289667570887,
            0.04322591292578855,
            0.04300830045430134,
            0.042885210179097355,
            0.042241417864762515,
            0.03569509943214435,
            0.03530089881261457,
            0.03496217882691582,
            0.0348486395628123,
            0.03420602677488174,
            0.034114632408287895,
            0.03278445172196356,
            0.03231305083101686,
            0.03186422408985763,
            0.03136842827840724,
            0.03134333540499585,
            0.031047096164303598,
            0.03073515906019045,
            0.030494514314500707,
            0.030111586782193066,
            0.02944422594917042,
            0.02803058508167891,
            0.02741368266926177,
            0.02700442497164573,
            0.02620075271059544,
            0.025863257583614286,
            0.025566904665085932,
            0.025104947066635148,
            0.024801440239469563,
            0.02475536118900404,
            0.023705886762598754,
            0.023609513351689797,
            0.023494968551273022,
            0.023146781345367236,
            0.022593014587294704,
            0.022559607807272442,
            0.021989510305871016,
            0.02175902118597652,
            0.02174355962294204,
            0.02170059362481619,
            0.021287406001508948,
            0.021272001964983408,
            0.02092788699612008,
            0.02025712098363406,
            0.020115342527702702,
            0.019214323528731383,
            0.019129038701699047,
            0.01822921332974238,
            0.01818161491459405,
            0.01813071335452354,
            0.018072206657311265,
            0.017983253522794583,
            0.0175369657956908,
            0.017470914021481543,
            0.01723767333549741,
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            0.016880362554198246,
            0.01679211233456685,
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            0.016197232286842125,
            0.015568086170476645,
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            0.014916258238892087,
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            0.011155493901716515,
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            0.002617397337029004,
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            6.071878534347718e-05,
            3.420568197429314e-05
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 64.28571428571429,
            "precision": 64.76190476190476,
            "recall": 98.94736842105263,
            "f1": 77.50614216701173
        },
        "selection": {
            "precision": 5.956172435087776,
            "recall": 0.9761904761904763,
            "f1": 1.6772229693234166,
            "jaccard": 0.8459005867189896
        }
    }
}