{
    "significant_genes": {
        "Variable": [
            "COL4A1",
            "OTC",
            "HTN3",
            "ZIC2",
            "ESM1",
            "CIDEC",
            "PRSS58",
            "ALG1L1P",
            "CSRNP1",
            "ADH4",
            "C14orf180",
            "HOXD11",
            "AIM2",
            "CFAP46",
            "ZNF114",
            "PLA2G2E",
            "CHST2",
            "HOXC9",
            "FAM74A3",
            "PRB4",
            "SLC35C1",
            "IL11",
            "IL17F",
            "THRSP",
            "NUCB2",
            "NRG2",
            "ODF4",
            "HOXA10",
            "SHOX2",
            "C4orf50",
            "GRIN2D",
            "FOXD2",
            "IL22",
            "GRAP",
            "KRT35",
            "BMF",
            "LINC01599",
            "DIPK1A",
            "PLAC1",
            "TIMP4",
            "CDH24",
            "MMP9",
            "ABCG1",
            "CXCL13",
            "C18orf54",
            "DNMT3B",
            "FAM167B",
            "GPRIN1",
            "E2F7",
            "MAP4K2",
            "CNR2",
            "CCL11",
            "GARIN4",
            "PARP12",
            "POTEE",
            "TMEM132A",
            "FRMPD2B",
            "C17orf67",
            "RMI2",
            "KRTAP13-1",
            "CIMIP2B",
            "FERD3L",
            "ADAM12",
            "HOXC6",
            "LINC00314",
            "EAF2",
            "SEC14L3",
            "RHAG",
            "SLC36A1",
            "SNX9",
            "SLC17A3",
            "FAM43B",
            "SPINK8",
            "ABTB1",
            "KRT32",
            "HTR3B",
            "CELSR3",
            "EME1",
            "SHROOM3",
            "HOXC8",
            "DPF1",
            "HSD17B13",
            "SULT1C3",
            "CRIPTO",
            "GPR101",
            "CDY1B",
            "H2AC11",
            "PCDH17",
            "LEPROTL1",
            "SLC6A17",
            "GTSF1L",
            "ZNF707",
            "OR3A3",
            "MT1A",
            "SLC28A1",
            "PDE6A",
            "SMR3B",
            "LPIN1",
            "KCNQ1OT1",
            "DEFB105A",
            "BPIFA2",
            "PRSS37",
            "LIPI",
            "SRPX",
            "FCRL2",
            "CLIC4",
            "LAIR2",
            "HRCT1",
            "THSD4",
            "NETO2",
            "SI",
            "ZNF415",
            "TTR",
            "RIIAD1",
            "MFAP2"
        ],
        "Coefficient": [
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            -0.02133864704054978,
            -0.01929564954503561,
            0.01710543629823682,
            0.01581266026065249,
            -0.015024617408740965,
            -0.014555280489494766,
            0.01416423958875357,
            -0.013320852202129495,
            -0.012681938276184999,
            -0.012537618393026495,
            0.010747893700548112,
            0.010668452283328349,
            -0.010111154263416479,
            0.009967104981059068,
            -0.009283467282189218,
            0.008828397351140159,
            0.008737837592391858,
            -0.008632822258524365,
            -0.008399902635329148,
            -0.00827952568478457,
            0.008123473272585778,
            -0.007789617666804409,
            -0.007780448504320015,
            -0.007633393250478952,
            -0.007414964479137599,
            -0.006616102187751281,
            0.006421146791680461,
            0.006224841837717199,
            0.006190657559207582,
            0.005690353712262259,
            0.005673583455728053,
            -0.00564743845802794,
            0.005633704573688034,
            -0.005411959849039333,
            0.005095216474599047,
            0.0050054861025403945,
            0.004871602599211913,
            0.004707928702141269,
            -0.0042856524801946315,
            0.004250348203454868,
            0.004249825502157595,
            0.0039958553072055375,
            0.003987969467742523,
            0.003906251064632048,
            0.0038308373746571128,
            0.003696661873058651,
            0.003687734711112951,
            0.003614613560613886,
            0.003580976891112885,
            0.003463116815209474,
            0.0034610708041690843,
            -0.003104584245575398,
            0.002953973933497946,
            -0.002860773314452149,
            0.002606955123271589,
            -0.0026042580516870972,
            0.002548267868505206,
            0.002394026571522198,
            -0.002338882085043062,
            -0.0021984750188657836,
            -0.0021901116415204425,
            0.0021537016614627835,
            0.0020447356555890585,
            -0.001954664690648942,
            0.0018789860539027,
            -0.001869582878695545,
            -0.0018224579506333854,
            0.0017715962427660003,
            -0.0017444218223252104,
            0.001739342168736419,
            -0.001726162011342742,
            -0.0017253949498952524,
            0.0016302402813793636,
            -0.0016242314775923253,
            -0.0016050797175762694,
            0.001600389582930441,
            0.0015134869036773418,
            -0.0013947223945025575,
            0.0013376307177465927,
            0.0012312096603781053,
            -0.0010827667095709413,
            -0.000863400444128212,
            0.000741972865721748,
            -0.000718039205566325,
            0.0007164393665430185,
            0.000664263852640529,
            0.0006603093807760373,
            0.0006598054417586008,
            -0.0006509573075322508,
            0.0006506364787549439,
            0.0006239535967686377,
            0.0005939775636433538,
            -0.000591685083349535,
            -0.0005903910029871015,
            -0.0005130493685605601,
            -0.0005094098992133954,
            -0.0005009996526880642,
            0.0004913284047083254,
            0.00043706964038311334,
            -0.00042144114983644815,
            0.00041858358309634176,
            -0.0003715467626848328,
            -0.00035214753017072826,
            0.0002843215158814101,
            0.00023995285077851167,
            0.0002206146490943643,
            -0.0002063363812267592,
            -0.00018446875388340104,
            0.00017594365654021945,
            0.00010358476454294066,
            -9.733809254772371e-05,
            -6.530124923841195e-05,
            -1.2589208943895e-05,
            5.02785348499215e-07
        ],
        "Absolute Coefficient": [
            0.02171407054259949,
            0.02133864704054978,
            0.01929564954503561,
            0.01710543629823682,
            0.01581266026065249,
            0.015024617408740965,
            0.014555280489494766,
            0.01416423958875357,
            0.013320852202129495,
            0.012681938276184999,
            0.012537618393026495,
            0.010747893700548112,
            0.010668452283328349,
            0.010111154263416479,
            0.009967104981059068,
            0.009283467282189218,
            0.008828397351140159,
            0.008737837592391858,
            0.008632822258524365,
            0.008399902635329148,
            0.00827952568478457,
            0.008123473272585778,
            0.007789617666804409,
            0.007780448504320015,
            0.007633393250478952,
            0.007414964479137599,
            0.006616102187751281,
            0.006421146791680461,
            0.006224841837717199,
            0.006190657559207582,
            0.005690353712262259,
            0.005673583455728053,
            0.00564743845802794,
            0.005633704573688034,
            0.005411959849039333,
            0.005095216474599047,
            0.0050054861025403945,
            0.004871602599211913,
            0.004707928702141269,
            0.0042856524801946315,
            0.004250348203454868,
            0.004249825502157595,
            0.0039958553072055375,
            0.003987969467742523,
            0.003906251064632048,
            0.0038308373746571128,
            0.003696661873058651,
            0.003687734711112951,
            0.003614613560613886,
            0.003580976891112885,
            0.003463116815209474,
            0.0034610708041690843,
            0.003104584245575398,
            0.002953973933497946,
            0.002860773314452149,
            0.002606955123271589,
            0.0026042580516870972,
            0.002548267868505206,
            0.002394026571522198,
            0.002338882085043062,
            0.0021984750188657836,
            0.0021901116415204425,
            0.0021537016614627835,
            0.0020447356555890585,
            0.001954664690648942,
            0.0018789860539027,
            0.001869582878695545,
            0.0018224579506333854,
            0.0017715962427660003,
            0.0017444218223252104,
            0.001739342168736419,
            0.001726162011342742,
            0.0017253949498952524,
            0.0016302402813793636,
            0.0016242314775923253,
            0.0016050797175762694,
            0.001600389582930441,
            0.0015134869036773418,
            0.0013947223945025575,
            0.0013376307177465927,
            0.0012312096603781053,
            0.0010827667095709413,
            0.000863400444128212,
            0.000741972865721748,
            0.000718039205566325,
            0.0007164393665430185,
            0.000664263852640529,
            0.0006603093807760373,
            0.0006598054417586008,
            0.0006509573075322508,
            0.0006506364787549439,
            0.0006239535967686377,
            0.0005939775636433538,
            0.000591685083349535,
            0.0005903910029871015,
            0.0005130493685605601,
            0.0005094098992133954,
            0.0005009996526880642,
            0.0004913284047083254,
            0.00043706964038311334,
            0.00042144114983644815,
            0.00041858358309634176,
            0.0003715467626848328,
            0.00035214753017072826,
            0.0002843215158814101,
            0.00023995285077851167,
            0.0002206146490943643,
            0.0002063363812267592,
            0.00018446875388340104,
            0.00017594365654021945,
            0.00010358476454294066,
            9.733809254772371e-05,
            6.530124923841195e-05,
            1.2589208943895e-05,
            5.02785348499215e-07
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 99.46902654867259,
            "precision": 99.6133009527368,
            "recall": 99.80952380952381,
            "f1": 99.71001700267568
        },
        "selection": {
            "precision": 1.123292755750351,
            "recall": 2.3076923076923075,
            "f1": 1.5105286417165662,
            "jaccard": 0.7617272167443326
        }
    }
}