{
    "significant_genes": {
        "Variable": [
            "AASS",
            "ABAT",
            "A2M-AS1",
            "AADACL2",
            "AJAP1",
            "ADAM12",
            "APOH",
            "AADACP1",
            "ADAMTS12",
            "COX7C",
            "AATBC",
            "ABCB11",
            "ABI3BP",
            "ACHE",
            "AMHR2",
            "APLP2",
            "ADAT3",
            "ABCB6",
            "ABCA12",
            "ABCD2",
            "ANKRD37",
            "CFL1P1",
            "C1orf74",
            "ABCA4",
            "ACSM2A",
            "BORA",
            "AQP7",
            "FOXD3",
            "FAM131B",
            "A2M",
            "ABHD15",
            "APOA1",
            "ANKRD62",
            "ADAMTS14",
            "DCHS2",
            "ABCA5",
            "AQP7P1",
            "ARL14",
            "ARMT1",
            "ABITRAM",
            "ABCG4",
            "GK2",
            "ACACA",
            "ABCB8",
            "AGTPBP1",
            "OPRK1",
            "LRIF1",
            "ALKBH4",
            "ALDH5A1",
            "TEKT4",
            "AADAC",
            "AAK1",
            "BANCR",
            "CLTCL1",
            "OR6C3",
            "ADRB2",
            "ACSS1",
            "ADGRF5",
            "FTLP10",
            "ACSF2",
            "NFYA",
            "ANHX",
            "TDRD5",
            "DLGAP1",
            "FAM110D",
            "AOC4P",
            "FAM170A",
            "AGBL4",
            "CCDC110",
            "C9orf40",
            "ABCC3",
            "AMACR",
            "ART3",
            "ACTG1P4",
            "ASCC3",
            "ADAT1",
            "ASPDH",
            "BARX1",
            "AKR1B10",
            "ARHGEF26",
            "EPX",
            "EEF1AKMT2",
            "CA5A",
            "ANKRD30BL",
            "ARSD",
            "BRS3",
            "CDK12",
            "WFDC8",
            "ABCC1",
            "ARPIN",
            "ADD2",
            "ABCC6",
            "TRMT2B",
            "ACYP2",
            "EQTN",
            "SDC2",
            "ABCB10",
            "AFG2A",
            "C2orf78",
            "DSCR8",
            "NUTM2G",
            "IL1A",
            "CLCF1",
            "AAR2",
            "EPHA7",
            "GCSAML-AS1",
            "ANKRD7",
            "CDH2",
            "ABCD3",
            "ALDH18A1",
            "CASC6",
            "AMFR",
            "CD101",
            "DEFB113",
            "ACTN1",
            "AGTRAP",
            "ARHGAP11B",
            "CHRNB1",
            "CRPPA-AS1",
            "ARAP2",
            "BTRC",
            "ABHD11",
            "ADAMTS10",
            "ABCA9",
            "ZIM2",
            "ADCY4",
            "APC2",
            "DCAF8L1",
            "APOO",
            "CIB4",
            "OR2L3",
            "C12orf50",
            "GARIN6",
            "CD72",
            "DBX2",
            "H4C12",
            "CXXC1P1",
            "ELAVL3",
            "CASR",
            "ABCA10",
            "ADAM8",
            "NLRP8",
            "CFAP299",
            "TOMM40L",
            "ANKRD19P",
            "APOM",
            "ATP11A-AS1",
            "EML6",
            "TCAP",
            "CHRNG",
            "ADAM20",
            "SNORA67",
            "AHNAK",
            "TUBAL3",
            "PCNAP1",
            "ABCG1",
            "MCF2",
            "AOX1",
            "ACP6",
            "ADAM7"
        ],
        "Coefficient": [
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            -0.10305559356439287,
            -0.0943829616325185,
            -0.04954404753487962,
            0.03536222450129856,
            -0.03126076733881538,
            -0.028345579805772184,
            -0.027236599134974043,
            -0.025686640383061753,
            -0.024572974484615186,
            -0.02164554114339543,
            -0.019993497164683845,
            -0.019601243895889693,
            0.01946121612517962,
            -0.018523395173419964,
            0.018399269174664126,
            0.018380442856614415,
            -0.015873757671136003,
            -0.014349120535781894,
            -0.013172037313853677,
            0.01311510570817991,
            0.013087827214888168,
            0.012420844819048172,
            0.012364526308245818,
            -0.012264172881087665,
            -0.011037225239754596,
            -0.010584553677379888,
            0.010392281934873505,
            -0.009481340788261485,
            0.00945135269313631,
            -0.009024370702034644,
            0.008903562776078915,
            -0.008775701489632625,
            0.008289748824260418,
            0.00825137143471016,
            0.008236178857077172,
            -0.008075765571915645,
            0.008074204317750655,
            -0.007951590677033701,
            0.007853291522565668,
            -0.007799977325651614,
            -0.0077213649523057174,
            -0.007641794779023432,
            -0.007499182685581349,
            -0.007185128455720606,
            0.006747113123888074,
            0.006561497723277616,
            -0.005868440981081159,
            0.005466825360537084,
            0.005217230556730101,
            -0.005147877815424242,
            -0.005014120876035991,
            0.004933241118856544,
            -0.0049008456110765115,
            0.004836896716134385,
            0.004667898844537747,
            -0.004564417543010938,
            -0.004491677836758993,
            0.004286505024564729,
            0.00424499360030552,
            0.004147533156575289,
            -0.0041329365608084815,
            0.004122952878351306,
            0.004057730300944274,
            -0.003930218037653836,
            0.003830425022570709,
            0.0037324181629062613,
            0.0037026461405181787,
            0.003668343420611897,
            -0.003576296305345874,
            0.003460372411030228,
            -0.00345924680446983,
            0.003363757021908472,
            0.0029334971274606516,
            -0.002903451349649792,
            -0.0027329214718152094,
            0.002523728714421045,
            -0.0024995404059135816,
            0.002470402756954995,
            0.0024683566831948975,
            0.002453152600118629,
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            0.00238435948774768,
            0.0021467640613031425,
            -0.0020476501888213768,
            0.0020371583756616175,
            0.0019835389752750755,
            0.0019353592812816286,
            0.001928810700107195,
            -0.0019282974493042698,
            0.0019268036298686372,
            0.001852160883771019,
            -0.0017836267892533352,
            -0.0016642146345628443,
            0.001654471720323157,
            -0.001620184304815244,
            -0.0015903069980656608,
            -0.0014050161432473535,
            0.0013219883195211544,
            -0.001287298221335354,
            0.001283802111563775,
            0.0012797605832097895,
            0.0012749580616833339,
            -0.0012293194071682039,
            -0.0011250495542675747,
            0.0010620198746730401,
            0.0010288496187322736,
            0.000902512920275074,
            0.0007231360133906867,
            -0.0007181639271362886,
            0.0006941381155810275,
            -0.0006733185278875594,
            -0.0005961230756607251,
            -0.0005384702188104601,
            0.0005372442944461382,
            -0.0005350448909467275,
            -0.0005191174700217145,
            -0.0004923262635112814,
            -0.0004708233302055884,
            -0.0004314300083471845,
            -0.00041275952618494236,
            0.00038699191215757413,
            0.0003784401303752645,
            -0.00033745364752094505,
            0.00030975215547988515,
            0.0003005336140858318,
            -0.0002966401318827275,
            -0.0002747875239136255,
            -0.00027446827486614367,
            0.00019877111040704653,
            -0.00018937097710918475,
            0.0001804618870293969,
            -0.0001761954225227641,
            0.00017121588424360646,
            -0.0001586751997390109,
            -0.00013397612438452563,
            -0.00012140601218040684,
            0.00011967724305388243,
            -0.0001071676663467499,
            -0.00010647156497266397,
            0.00010616028670156876,
            0.00010513107879591338,
            0.00010003797975022286,
            -7.629036425687555e-05,
            -6.532514019060869e-05,
            5.9004338526167886e-05,
            -5.592848092981681e-05,
            4.89328069769578e-05,
            3.8553866734980365e-05,
            -3.839622355330153e-05,
            -3.218276656408654e-05,
            3.0042454152011328e-05,
            2.743439428304206e-05,
            -2.7058465988410606e-05,
            -1.3541663974222507e-05,
            1.0772894925844923e-05,
            -3.3702678631173434e-06,
            1.5270004761413223e-06,
            1.2599208655190855e-06,
            1.108979917127076e-06
        ],
        "Absolute Coefficient": [
            0.1570155082840063,
            0.10305559356439287,
            0.0943829616325185,
            0.04954404753487962,
            0.03536222450129856,
            0.03126076733881538,
            0.028345579805772184,
            0.027236599134974043,
            0.025686640383061753,
            0.024572974484615186,
            0.02164554114339543,
            0.019993497164683845,
            0.019601243895889693,
            0.01946121612517962,
            0.018523395173419964,
            0.018399269174664126,
            0.018380442856614415,
            0.015873757671136003,
            0.014349120535781894,
            0.013172037313853677,
            0.01311510570817991,
            0.013087827214888168,
            0.012420844819048172,
            0.012364526308245818,
            0.012264172881087665,
            0.011037225239754596,
            0.010584553677379888,
            0.010392281934873505,
            0.009481340788261485,
            0.00945135269313631,
            0.009024370702034644,
            0.008903562776078915,
            0.008775701489632625,
            0.008289748824260418,
            0.00825137143471016,
            0.008236178857077172,
            0.008075765571915645,
            0.008074204317750655,
            0.007951590677033701,
            0.007853291522565668,
            0.007799977325651614,
            0.0077213649523057174,
            0.007641794779023432,
            0.007499182685581349,
            0.007185128455720606,
            0.006747113123888074,
            0.006561497723277616,
            0.005868440981081159,
            0.005466825360537084,
            0.005217230556730101,
            0.005147877815424242,
            0.005014120876035991,
            0.004933241118856544,
            0.0049008456110765115,
            0.004836896716134385,
            0.004667898844537747,
            0.004564417543010938,
            0.004491677836758993,
            0.004286505024564729,
            0.00424499360030552,
            0.004147533156575289,
            0.0041329365608084815,
            0.004122952878351306,
            0.004057730300944274,
            0.003930218037653836,
            0.003830425022570709,
            0.0037324181629062613,
            0.0037026461405181787,
            0.003668343420611897,
            0.003576296305345874,
            0.003460372411030228,
            0.00345924680446983,
            0.003363757021908472,
            0.0029334971274606516,
            0.002903451349649792,
            0.0027329214718152094,
            0.002523728714421045,
            0.0024995404059135816,
            0.002470402756954995,
            0.0024683566831948975,
            0.002453152600118629,
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            0.0020476501888213768,
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            0.0019282974493042698,
            0.0019268036298686372,
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            0.0016642146345628443,
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            0.0015903069980656608,
            0.0014050161432473535,
            0.0013219883195211544,
            0.001287298221335354,
            0.001283802111563775,
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            0.0012749580616833339,
            0.0012293194071682039,
            0.0011250495542675747,
            0.0010620198746730401,
            0.0010288496187322736,
            0.000902512920275074,
            0.0007231360133906867,
            0.0007181639271362886,
            0.0006941381155810275,
            0.0006733185278875594,
            0.0005961230756607251,
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            0.0005372442944461382,
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            0.0005191174700217145,
            0.0004923262635112814,
            0.0004708233302055884,
            0.0004314300083471845,
            0.00041275952618494236,
            0.00038699191215757413,
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            0.0002747875239136255,
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            0.00019877111040704653,
            0.00018937097710918475,
            0.0001804618870293969,
            0.0001761954225227641,
            0.00017121588424360646,
            0.0001586751997390109,
            0.00013397612438452563,
            0.00012140601218040684,
            0.00011967724305388243,
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            0.00010647156497266397,
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            0.00010513107879591338,
            0.00010003797975022286,
            7.629036425687555e-05,
            6.532514019060869e-05,
            5.9004338526167886e-05,
            5.592848092981681e-05,
            4.89328069769578e-05,
            3.8553866734980365e-05,
            3.839622355330153e-05,
            3.218276656408654e-05,
            3.0042454152011328e-05,
            2.743439428304206e-05,
            2.7058465988410606e-05,
            1.3541663974222507e-05,
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            3.3702678631173434e-06,
            1.5270004761413223e-06,
            1.2599208655190855e-06,
            1.108979917127076e-06
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 100.0,
            "precision": 100.0,
            "recall": 100.0,
            "f1": 100.0
        },
        "selection": {
            "precision": 0.39472115793954876,
            "recall": 7.5,
            "f1": 0.7498965831058162,
            "jaccard": 0.37731067766654036
        }
    }
}