{
    "significant_genes": {
        "Variable": [
            "ANKRD20A11P",
            "LTA4H",
            "CCDC170",
            "PARD3B",
            "ENC1",
            "NEIL1",
            "MIR9-1",
            "HLA-L",
            "FAM24A",
            "MFSD3",
            "LCT",
            "NDC1",
            "STXBP1",
            "HTN1",
            "ITSN1",
            "IFT122",
            "PGM5P2",
            "CADPS",
            "OR1N1",
            "ELAPOR1",
            "KAT2B",
            "TMEM255B",
            "NUDC",
            "AKAP12",
            "HLA-DQB1",
            "FAM167A-AS1",
            "TTLL7",
            "IFNE",
            "BLVRA",
            "IL13",
            "DCPS",
            "RGS17",
            "MDS2",
            "TXNDC11",
            "APBB2",
            "GSDME",
            "CYP27A1",
            "VWA5B2",
            "MARCHF8",
            "CPT1A",
            "MYH1",
            "OR10A7",
            "UQCC3",
            "NAPSB",
            "ATOH8",
            "MMP12",
            "CCNI",
            "SLC25A34",
            "SCG3",
            "POC1A",
            "IL3RA",
            "ELL3",
            "TNKS1BP1",
            "ITGB8",
            "COL4A6",
            "RDH5",
            "HLA-DPB2",
            "SPHK1",
            "PTP4A3",
            "DERL3",
            "LRRC43",
            "JAKMIP3",
            "LINC02912",
            "HTN3",
            "CYP26B1",
            "ICA1L",
            "CFAP53",
            "MST1",
            "MRPL38",
            "RRH",
            "C1orf174",
            "LINC00272",
            "AFAP1L2",
            "TXNDC8",
            "TBX6",
            "DRICH1",
            "LRIG3",
            "CPA3",
            "CCDC146",
            "C14orf93",
            "KIAA1656",
            "MROH8",
            "SMAD9",
            "OSGIN1",
            "ECRG4",
            "F7",
            "CROCC",
            "HTR3B",
            "EBI3",
            "MCAM",
            "MTNR1B",
            "TRPM4",
            "PIDD1",
            "DVL2",
            "DOCK3",
            "LRRC23",
            "TPO",
            "LGI4",
            "TTC41P",
            "NOVA1",
            "HMGN2P46",
            "EHHADH",
            "DEFB119",
            "PTGDS",
            "EWSAT1",
            "RAB11FIP3",
            "RNF17",
            "CDS1",
            "C9orf40",
            "MFSD4A",
            "THOC3",
            "ZNF620",
            "NEFL",
            "FKBPL",
            "CLLU1",
            "CD93",
            "TGFB2",
            "LYG1",
            "TCEAL1",
            "SEMA3A",
            "CCR9",
            "HPCAL4",
            "SCARNA8",
            "KTN1-AS1",
            "PALLD",
            "FOXRED1",
            "JOSD2",
            "COA1"
        ],
        "Coefficient": [
            -0.06658687453007676,
            0.06382339160705983,
            0.061044771594826554,
            0.05392854883523683,
            -0.05082436365307486,
            0.04787535059999556,
            0.047634909130400596,
            0.0467324603628479,
            0.043985187798912494,
            -0.043170910185393235,
            0.04220557230036941,
            0.041007228574037394,
            0.040096098108521286,
            0.038865384348068355,
            -0.03794139104370419,
            0.03711417327326841,
            -0.0366229212210422,
            -0.03560305730067358,
            0.03550968816106133,
            0.03537074030479273,
            0.03225233610534598,
            -0.03029689129019743,
            0.02990162845599945,
            -0.02838071117745095,
            0.028235097405237056,
            0.02810607849974644,
            -0.02770340988867838,
            0.027572620936668978,
            -0.025860942514897567,
            0.02520039936420688,
            -0.024602165337208506,
            0.02407144623748026,
            0.02306016847050885,
            -0.022567646360128136,
            0.02157618513699736,
            0.02113126676809766,
            0.02059358445394454,
            -0.02038481932054102,
            0.020350103643223084,
            0.020299451123772478,
            -0.02026192385267535,
            0.02008097801992566,
            -0.020052674081059072,
            -0.019855898119059637,
            0.017672169744332267,
            0.017066594255050048,
            0.017053565524181812,
            0.016590879610542657,
            -0.016363331249354615,
            0.01630413912115682,
            -0.01613705579519883,
            0.01597059213841167,
            -0.015918179943350517,
            -0.015361480779547014,
            0.015080522088432535,
            0.014819519949193944,
            0.013905755520894866,
            0.013800850789233567,
            -0.013550831395977257,
            -0.013252558450033276,
            0.01315533869823912,
            0.013070122943768867,
            0.012890981167811627,
            -0.012874330893117897,
            -0.012618775717849421,
            -0.012602761709796967,
            -0.012057385528096893,
            0.01132318770568019,
            0.011174301508950494,
            -0.0109150594486337,
            0.010724940237533398,
            0.010646314293023719,
            -0.010167970137779796,
            -0.009904970880815721,
            0.009825783132209899,
            0.009773627948709507,
            0.00950340766047298,
            -0.009323117242488452,
            -0.008869321072596035,
            -0.008710719653161284,
            0.008696374691283612,
            -0.008644710865659976,
            -0.00817533363725658,
            -0.008173343351044365,
            -0.008096612944205201,
            0.0080535589396633,
            0.007924380811869788,
            -0.007853275673233207,
            -0.007756016353695527,
            -0.007725356452032434,
            -0.007715955388598844,
            0.0076204199645104045,
            0.007573209328913664,
            -0.007333347872283674,
            0.007128392238224111,
            -0.006856415025210234,
            0.006676930745542062,
            -0.00662114506335283,
            -0.0065258615480466246,
            0.00648566472789519,
            0.00635605027350887,
            0.006327373805865516,
            0.006233571832908558,
            -0.006228661606333122,
            -0.005511784785155632,
            0.005029881373499242,
            -0.004321604759476841,
            0.0034933032962603,
            0.003160861835850944,
            0.003104371373287412,
            0.0028064433441695675,
            -0.0027432719463635433,
            0.002249932458851134,
            0.0022483333716550266,
            -0.0021817040540719535,
            0.002118356337598462,
            -0.001993590615899167,
            0.0019268601894946184,
            -0.0018684987837408135,
            0.0017219355237537595,
            -0.0016715336190890207,
            0.001636345259827031,
            -0.0010951622485301665,
            -0.0004651432439401447,
            -0.00028719820066503023,
            0.00015772053119553951,
            0.00014234203169376139,
            5.059781101490746e-05
        ],
        "Absolute Coefficient": [
            0.06658687453007676,
            0.06382339160705983,
            0.061044771594826554,
            0.05392854883523683,
            0.05082436365307486,
            0.04787535059999556,
            0.047634909130400596,
            0.0467324603628479,
            0.043985187798912494,
            0.043170910185393235,
            0.04220557230036941,
            0.041007228574037394,
            0.040096098108521286,
            0.038865384348068355,
            0.03794139104370419,
            0.03711417327326841,
            0.0366229212210422,
            0.03560305730067358,
            0.03550968816106133,
            0.03537074030479273,
            0.03225233610534598,
            0.03029689129019743,
            0.02990162845599945,
            0.02838071117745095,
            0.028235097405237056,
            0.02810607849974644,
            0.02770340988867838,
            0.027572620936668978,
            0.025860942514897567,
            0.02520039936420688,
            0.024602165337208506,
            0.02407144623748026,
            0.02306016847050885,
            0.022567646360128136,
            0.02157618513699736,
            0.02113126676809766,
            0.02059358445394454,
            0.02038481932054102,
            0.020350103643223084,
            0.020299451123772478,
            0.02026192385267535,
            0.02008097801992566,
            0.020052674081059072,
            0.019855898119059637,
            0.017672169744332267,
            0.017066594255050048,
            0.017053565524181812,
            0.016590879610542657,
            0.016363331249354615,
            0.01630413912115682,
            0.01613705579519883,
            0.01597059213841167,
            0.015918179943350517,
            0.015361480779547014,
            0.015080522088432535,
            0.014819519949193944,
            0.013905755520894866,
            0.013800850789233567,
            0.013550831395977257,
            0.013252558450033276,
            0.01315533869823912,
            0.013070122943768867,
            0.012890981167811627,
            0.012874330893117897,
            0.012618775717849421,
            0.012602761709796967,
            0.012057385528096893,
            0.01132318770568019,
            0.011174301508950494,
            0.0109150594486337,
            0.010724940237533398,
            0.010646314293023719,
            0.010167970137779796,
            0.009904970880815721,
            0.009825783132209899,
            0.009773627948709507,
            0.00950340766047298,
            0.009323117242488452,
            0.008869321072596035,
            0.008710719653161284,
            0.008696374691283612,
            0.008644710865659976,
            0.00817533363725658,
            0.008173343351044365,
            0.008096612944205201,
            0.0080535589396633,
            0.007924380811869788,
            0.007853275673233207,
            0.007756016353695527,
            0.007725356452032434,
            0.007715955388598844,
            0.0076204199645104045,
            0.007573209328913664,
            0.007333347872283674,
            0.007128392238224111,
            0.006856415025210234,
            0.006676930745542062,
            0.00662114506335283,
            0.0065258615480466246,
            0.00648566472789519,
            0.00635605027350887,
            0.006327373805865516,
            0.006233571832908558,
            0.006228661606333122,
            0.005511784785155632,
            0.005029881373499242,
            0.004321604759476841,
            0.0034933032962603,
            0.003160861835850944,
            0.003104371373287412,
            0.0028064433441695675,
            0.0027432719463635433,
            0.002249932458851134,
            0.0022483333716550266,
            0.0021817040540719535,
            0.002118356337598462,
            0.001993590615899167,
            0.0019268601894946184,
            0.0018684987837408135,
            0.0017219355237537595,
            0.0016715336190890207,
            0.001636345259827031,
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            0.00015772053119553951,
            0.00014234203169376139,
            5.059781101490746e-05
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 67.85714285714286,
            "precision": 65.34265734265735,
            "recall": 64.87012987012986,
            "f1": 64.97774919843884
        },
        "selection": {
            "precision": 0.19230769230769232,
            "recall": 0.5128205128205128,
            "f1": 0.2797202797202797,
            "jaccard": 0.14084507042253522
        }
    }
}