{
    "significant_genes": {
        "Variable": [
            "COL4A1",
            "OTC",
            "HTN3",
            "ZIC2",
            "ESM1",
            "CIDEC",
            "CSRNP1",
            "PRSS58",
            "ALG1L1P",
            "C14orf180",
            "ZNF114",
            "CFAP46",
            "ADH4",
            "HOXD11",
            "PLA2G2E",
            "AIM2",
            "NUCB2",
            "PRB4",
            "HOXC9",
            "CHST2",
            "SHOX2",
            "SLC35C1",
            "FAM74A3",
            "DIPK1A",
            "NRG2",
            "IL22",
            "IL11",
            "C4orf50",
            "ODF4",
            "THRSP",
            "HOXA10",
            "KRT35",
            "GRIN2D",
            "IL17F",
            "FOXD2",
            "LINC01599",
            "TIMP4",
            "PLAC1",
            "MMP9",
            "BMF",
            "CNR2",
            "DNMT3B",
            "CCL11",
            "ABTB1",
            "MAP4K2",
            "C18orf54",
            "E2F7",
            "GPRIN1",
            "POTEE",
            "GARIN4",
            "CXCL13",
            "ABCG1",
            "DPF1",
            "CDH24",
            "CELSR3",
            "RHAG",
            "NETO2",
            "KRTAP13-1",
            "HOXC6",
            "EAF2",
            "MT1A",
            "CRIPTO",
            "EME1",
            "FRMPD2B",
            "KRT32",
            "SULT1C3",
            "TSPAN10",
            "SLC36A1",
            "HSD17B6",
            "C17orf67",
            "SEC14L3",
            "FERD3L",
            "GRAP",
            "MC5R",
            "SLC28A1",
            "LPIN1",
            "H2BC12",
            "LINC00314",
            "PARP12",
            "GTSF1L",
            "DEFB105A",
            "CIMIP2B",
            "ADAM12",
            "HTR3B",
            "KIF14",
            "HOXC8",
            "SLC17A3",
            "KCNQ1OT1",
            "PCDH17",
            "FAM43B",
            "BPIFA2",
            "TMEM132A",
            "RMI2",
            "SI",
            "SPINK8",
            "RIIAD1",
            "PRND",
            "LIPI",
            "PRSS37",
            "FOXD4L4",
            "ADAMTSL2",
            "LEPROTL1",
            "CELA2B",
            "FAM167B",
            "OR3A3",
            "DIO1",
            "SHROOM3",
            "CABS1",
            "SNX9",
            "SLC2A7",
            "FAAP24",
            "GPC2",
            "CNNM2",
            "GPR101",
            "HSD17B13",
            "ZNF707",
            "SLC6A17",
            "ZNF415",
            "MRPS31",
            "SMR3B"
        ],
        "Coefficient": [
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            0.007229421770309338,
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            -0.0060850519781178196,
            0.005898590218693904,
            -0.0056206892930572684,
            0.005572329820777497,
            -0.005471583919559803,
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            0.004721126343813793,
            -0.004609324258476387,
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            0.003827353504261435,
            0.0038035070577336016,
            0.0037797598040016406,
            0.0037460366537671393,
            0.0036095584165415397,
            0.003592401990558278,
            0.0035742200183103714,
            0.0034408418944945293,
            0.0033274274853381117,
            0.0033186363378279976,
            -0.003293172430218894,
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            0.003269075582425737,
            0.00309521854552317,
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            0.0027831557917937268,
            -0.0026990089376286003,
            0.0026977023876925818,
            0.0026754900217193195,
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            0.0021786573800782953,
            0.002089478749654823,
            -0.0020508118821581036,
            -0.0020310802571563993,
            -0.0019392143262388208,
            0.0018834445562253535,
            0.0018251578982178686,
            0.001694597405599383,
            0.0015952883938142638,
            -0.0014796332110387157,
            -0.0014623063292174086,
            0.0014361365503147028,
            -0.0013277298936614846,
            -0.001296887194787173,
            -0.001274656167157087,
            0.0012463551122776472,
            -0.0012106143950623102,
            0.001196082182966448,
            0.0011942025451979821,
            0.001153463465797161,
            -0.0011057162133160084,
            0.0010962815128954919,
            -0.001082051884867491,
            0.001054836594738929,
            0.0010281064571216244,
            0.001027212862687078,
            0.0010243606288020037,
            0.001017587220809197,
            -0.0009494285621116347,
            -0.0008932442854330878,
            0.0008473317413706618,
            0.0008250880141047264,
            0.000807711087656518,
            -0.000777081145086972,
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            0.0007180142799473161,
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            0.0006584915736913516,
            0.0006418471368239511,
            0.000611239341407186,
            0.0005335050039989277,
            0.0005209032577876891,
            0.0004216726897981818,
            0.0004195928327117618,
            -0.00041763324081696423,
            -0.0004156238771974792,
            -0.0004109548373236699,
            -0.0004026201674593388,
            0.000402038344891832,
            0.0003693569202478598,
            0.00032707188545287174,
            0.0003041424837886432,
            -0.0002863549815167835,
            -0.00025705784985111634,
            0.0002202755033615698,
            -0.00019974045510889275,
            -5.918001414121633e-05,
            -4.754436615858681e-05,
            -1.1068761962752437e-05
        ],
        "Absolute Coefficient": [
            0.02670589711275321,
            0.020881670138531396,
            0.01892414299134633,
            0.01792846878140752,
            0.016108327554357118,
            0.01585494873295978,
            0.013984834865629363,
            0.01387894518840668,
            0.01303407971128289,
            0.012424577433262982,
            0.010737980828766229,
            0.010277488037817861,
            0.010133026411837817,
            0.009833859354985116,
            0.009490847792055166,
            0.008862908221898447,
            0.008819085256328529,
            0.00868054606112458,
            0.008018743319698807,
            0.007880737187279864,
            0.007766469567683386,
            0.007754580745810326,
            0.0077201765575207375,
            0.007617914783464454,
            0.0075976415007554,
            0.0074378520240177114,
            0.007330468695912282,
            0.007229421770309338,
            0.0063007587245589225,
            0.0060850519781178196,
            0.005898590218693904,
            0.0056206892930572684,
            0.005572329820777497,
            0.005471583919559803,
            0.004891209251577681,
            0.004721126343813793,
            0.004609324258476387,
            0.004342345461805357,
            0.003827353504261435,
            0.0038035070577336016,
            0.0037797598040016406,
            0.0037460366537671393,
            0.0036095584165415397,
            0.003592401990558278,
            0.0035742200183103714,
            0.0034408418944945293,
            0.0033274274853381117,
            0.0033186363378279976,
            0.003293172430218894,
            0.003290983288775681,
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            0.00309521854552317,
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            0.0020310802571563993,
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            0.001694597405599383,
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            0.0014361365503147028,
            0.0013277298936614846,
            0.001296887194787173,
            0.001274656167157087,
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            0.0012106143950623102,
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            0.0009494285621116347,
            0.0008932442854330878,
            0.0008473317413706618,
            0.0008250880141047264,
            0.000807711087656518,
            0.000777081145086972,
            0.000753515097644565,
            0.0007180142799473161,
            0.00067320715237521,
            0.0006584915736913516,
            0.0006418471368239511,
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            0.0005335050039989277,
            0.0005209032577876891,
            0.0004216726897981818,
            0.0004195928327117618,
            0.00041763324081696423,
            0.0004156238771974792,
            0.0004109548373236699,
            0.0004026201674593388,
            0.000402038344891832,
            0.0003693569202478598,
            0.00032707188545287174,
            0.0003041424837886432,
            0.0002863549815167835,
            0.00025705784985111634,
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            0.00019974045510889275,
            5.918001414121633e-05,
            4.754436615858681e-05,
            1.1068761962752437e-05
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 99.46902654867259,
            "precision": 99.6133009527368,
            "recall": 99.80952380952381,
            "f1": 99.71001700267568
        },
        "selection": {
            "precision": 0.20202020202020204,
            "recall": 0.8,
            "f1": 0.3225806451612903,
            "jaccard": 0.1626016260162602
        }
    }
}