{
    "significant_genes": {
        "Variable": [
            "SMOC1",
            "DCTD",
            "CYB5D2",
            "TMCC1",
            "MYO5A",
            "MARCHF7",
            "F11R",
            "STK32B",
            "GULP1",
            "UQCRC2",
            "AASDHPPT",
            "FGF12",
            "ADCK2",
            "KRT12",
            "SLURP1",
            "CSPG4",
            "AMH",
            "C1RL",
            "GFAP",
            "ZDHHC4",
            "ARRB1",
            "TBL1X",
            "DHRS7",
            "COMMD7",
            "KCNJ4",
            "SMAD6",
            "NDRG3",
            "KDM5B",
            "ITGB1BP1",
            "BICD2",
            "URI1",
            "PRPF18",
            "CBX4",
            "NCOR1",
            "ALDH1L1",
            "ADGRL1",
            "KMT2C",
            "COQ2",
            "BOK",
            "UTRN",
            "LTK",
            "PRKCE",
            "GPRC5C",
            "PTGS1",
            "H1-2",
            "TINCR",
            "TM9SF4",
            "ALG2",
            "TMEM147",
            "PRKAG1",
            "CLN6",
            "GATA3",
            "LINC01547",
            "NOS1",
            "ERGIC3",
            "PAX1",
            "SLC30A9",
            "QSOX1",
            "SOX30",
            "ERF",
            "NAGA",
            "PON2",
            "SUN1",
            "PMM2",
            "BRD4",
            "ARRDC3",
            "LIN7C",
            "FBXO25",
            "PARVA",
            "ELF4",
            "RIOX2",
            "ENPP1",
            "HARS2",
            "MLLT11",
            "IPO11",
            "UCP2",
            "GNB4",
            "SNTB1",
            "ST14",
            "GPR137B",
            "RNF168",
            "CMTM8",
            "NCAPG2",
            "ARIH2",
            "ZNF117",
            "HSDL1",
            "PIGX",
            "ZBTB7B",
            "RIMKLB",
            "SPTAN1",
            "PRKACA",
            "CUL1",
            "TNR",
            "ZSCAN9",
            "F3",
            "NECTIN2",
            "MRPL33",
            "HYAL1",
            "AGR2",
            "NUP54",
            "CYP4F11",
            "GOLPH3",
            "CLDND2",
            "RABAC1",
            "SLC27A5",
            "TNPO2",
            "GTF3C5",
            "JUNB",
            "PIK3C3",
            "DTWD2",
            "SPG11",
            "STRIP1",
            "TRIM8",
            "R3HCC1L",
            "BLTP2",
            "POU2AF1",
            "LHB",
            "PCED1A",
            "RAB2B",
            "NDUFS4",
            "SGTA",
            "NR2C1",
            "RNH1",
            "TUBGCP5",
            "IL1R2",
            "DPP3",
            "DUS3L",
            "PHF2",
            "GHRH",
            "ETV4",
            "KLC2",
            "MPC1",
            "TMEM74",
            "DXO",
            "CDON",
            "MUC7",
            "CBFA2T3",
            "SEZ6",
            "LMBR1",
            "SNIP1",
            "PWP1",
            "AOPEP",
            "NOCT",
            "DUSP10",
            "NDE1",
            "MC2R",
            "CCAR1",
            "TMEM68",
            "CREB5",
            "BOD1",
            "TOB1",
            "GPALPP1",
            "TXN2",
            "ICMT",
            "CHST10",
            "DCD",
            "CCNP",
            "IRF3",
            "RNF207",
            "IFI27L2",
            "POLR2F",
            "ITPKB"
        ],
        "Coefficient": [
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            0.014779898118294473,
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            0.01165859448060638,
            -0.011539936225337012,
            -0.011354595805363143,
            -0.011339385519206453,
            -0.011016942616538858,
            -0.01087356837359376,
            -0.010805123636717245,
            0.01003965809734486,
            0.009752678455621205,
            0.00969118861707652,
            0.009690853128083184,
            0.009634090520096773,
            -0.009564571478313596,
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            0.009194743444244384,
            0.00911047795244622,
            0.009050018554195984,
            -0.008927393971333592,
            0.008614284852729168,
            0.008369907757409891,
            0.008321084591803146,
            -0.008298907701068293,
            -0.008250299190916098,
            0.007339339695046667,
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            0.006865464324135856,
            -0.006541491089357793,
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            -0.006165814659060604,
            -0.006161533826325667,
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            -0.005598491999215588,
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            -0.005386187649052529,
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            0.005227417784063039,
            0.005221840620448422,
            0.005081877896050004,
            0.005057249124371246,
            -0.0050219840790042426,
            -0.004765653100464863,
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            0.0030591715114374717,
            0.0030470578612091528,
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            0.002075271759625107,
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            0.0020078723948781757,
            -0.0019799642052265656,
            -0.0019484594973745064,
            0.0019141638656634194,
            -0.0018982486558942883,
            -0.0018415053012440902,
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            0.0017494959243955686,
            -0.001665246165135974,
            0.0015988603306968075,
            -0.0015656640139176889,
            -0.0015372415960751404,
            -0.001463544864102576,
            -0.0014076841115388216,
            0.001326747627802287,
            -0.0011484396031140388,
            0.0011417858458957777,
            0.0010529009766338652,
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            -0.0010274228642528182,
            -0.0010252915540490814,
            0.00097644482742041,
            0.0009622704017004923,
            -0.0009620300461174556,
            0.0009372527549576535,
            -0.0008809588742204229,
            -0.0008163932237215282,
            -0.0008140505932698827,
            0.0007435174714274748,
            0.0007162339475686169,
            -0.000637150723992249,
            -0.0006296218795175413,
            0.0006294186816429367,
            0.0006189791682002354,
            -0.0006084998353979336,
            0.0005947938891427796,
            0.0005877808103288495,
            -0.0005737399942601434,
            -0.0005638402645643156,
            -0.0005251276584499453,
            0.0004615132347004327,
            -0.00043429253723961865,
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            0.0003993200561414069,
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            0.0002226852971228521,
            0.00021946815440614825,
            6.29636796331086e-05,
            4.2780773532021084e-05
        ],
        "Absolute Coefficient": [
            0.031498906654794365,
            0.027605788220183183,
            0.024033013867756057,
            0.01970541600791301,
            0.01830919202713388,
            0.01782030527675469,
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            0.017267082550381185,
            0.01709841008000083,
            0.016857585773360013,
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            0.015209388463252926,
            0.01491598929512999,
            0.014779898118294473,
            0.014677754074685826,
            0.013537513653134596,
            0.013291073722462025,
            0.012994328424205311,
            0.012683830021666903,
            0.012679548868589994,
            0.01197409317006943,
            0.01165859448060638,
            0.011539936225337012,
            0.011354595805363143,
            0.011339385519206453,
            0.011016942616538858,
            0.01087356837359376,
            0.010805123636717245,
            0.01003965809734486,
            0.009752678455621205,
            0.00969118861707652,
            0.009690853128083184,
            0.009634090520096773,
            0.009564571478313596,
            0.009333966462805498,
            0.009194743444244384,
            0.00911047795244622,
            0.009050018554195984,
            0.008927393971333592,
            0.008614284852729168,
            0.008369907757409891,
            0.008321084591803146,
            0.008298907701068293,
            0.008250299190916098,
            0.007339339695046667,
            0.007181846212386979,
            0.00717922690788718,
            0.006970634927727212,
            0.006865464324135856,
            0.006541491089357793,
            0.0063968961388098464,
            0.006165814659060604,
            0.006161533826325667,
            0.006001105626015394,
            0.005670688180849645,
            0.005648783273173132,
            0.005598491999215588,
            0.005473624503742247,
            0.005460176136532742,
            0.005457235504000443,
            0.005438491259239052,
            0.005386187649052529,
            0.005250508373047348,
            0.005227417784063039,
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            0.005081877896050004,
            0.005057249124371246,
            0.0050219840790042426,
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            0.004679296731720542,
            0.004552492820645106,
            0.004378852674622307,
            0.0043787317815571205,
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    },
    "cv_performance": {
        "prediction": {
            "accuracy": 94.36619718309858,
            "precision": 58.0,
            "recall": 30.833333333333332,
            "f1": 35.512265512265515
        },
        "selection": {
            "precision": 0.145985401459854,
            "recall": 2.0,
            "f1": 0.27210884353741494,
            "jaccard": 0.136986301369863
        }
    }
}