{
    "significant_genes": {
        "Variable": [
            "ANKRD20A11P",
            "LTA4H",
            "CCDC170",
            "PARD3B",
            "ENC1",
            "HLA-L",
            "NEIL1",
            "MIR9-1",
            "NDC1",
            "LCT",
            "MFSD3",
            "FAM24A",
            "STXBP1",
            "HTN1",
            "IFT122",
            "ITSN1",
            "PGM5P2",
            "CADPS",
            "ELAPOR1",
            "NUDC",
            "OR1N1",
            "KAT2B",
            "AKAP12",
            "TMEM255B",
            "TTLL7",
            "FAM167A-AS1",
            "HLA-DQB1",
            "IFNE",
            "DCPS",
            "BLVRA",
            "RGS17",
            "IL13",
            "MYH1",
            "APBB2",
            "VWA5B2",
            "MDS2",
            "MARCHF8",
            "OR10A7",
            "GSDME",
            "CPT1A",
            "CYP27A1",
            "NAPSB",
            "TXNDC11",
            "UQCC3",
            "ATOH8",
            "TNKS1BP1",
            "SLC25A34",
            "ELL3",
            "COL4A6",
            "POC1A",
            "SPHK1",
            "MMP12",
            "JAKMIP3",
            "IL3RA",
            "CCNI",
            "SCG3",
            "RDH5",
            "CFAP53",
            "ITGB8",
            "LRRC43",
            "DERL3",
            "PTP4A3",
            "HLA-DPB2",
            "CYP26B1",
            "LINC02912",
            "LRIG3",
            "MST1",
            "HTN3",
            "RRH",
            "LINC00272",
            "AFAP1L2",
            "ICA1L",
            "CPA3",
            "DRICH1",
            "TBX6",
            "C1orf174",
            "MCAM",
            "MROH8",
            "CCDC146",
            "TXNDC8",
            "KIAA1656",
            "MRPL38",
            "TPO",
            "C14orf93",
            "HTR3B",
            "MTNR1B",
            "EHHADH",
            "F7",
            "EBI3",
            "DEFB119",
            "PIDD1",
            "TRPM4",
            "PTGDS",
            "OSGIN1",
            "DVL2",
            "HMGN2P46",
            "TTC41P",
            "CROCC",
            "SMAD9",
            "LRRC23",
            "NOVA1",
            "LGI4",
            "RAB11FIP3",
            "ECRG4",
            "DOCK3",
            "CDS1",
            "MEDAG",
            "EWSAT1",
            "RNF17",
            "THOC3",
            "NEFL",
            "C9orf40",
            "NBPF22P",
            "CD93",
            "ZNF620",
            "SCARNA8",
            "TCEAL1",
            "COA1",
            "CLLU1",
            "TGFB2",
            "PALLD",
            "MOAP1",
            "MFSD4A",
            "APIP",
            "FKBPL",
            "NT5M",
            "CAMKV",
            "KTN1-AS1",
            "HPCAL4",
            "ZNF530",
            "G0S2"
        ],
        "Coefficient": [
            -0.0666540277367779,
            0.06476313813172128,
            0.0589396896904883,
            0.05418259719030768,
            -0.05094088538131378,
            0.04756907741158488,
            0.04743255288863947,
            0.04649048901662978,
            0.04411297441698001,
            0.043447852115791497,
            -0.04341996817016055,
            0.04301810149318499,
            0.04113533516437828,
            0.037573188628499885,
            0.03641437941187949,
            -0.03536142808861907,
            -0.035020479545443996,
            -0.03414500579669874,
            0.033469913863439366,
            0.032947630236906764,
            0.03264210735426557,
            0.03149733007732488,
            -0.03095300105388369,
            -0.03073599298259777,
            -0.03004488766315692,
            0.029473990696018297,
            0.02801034357665391,
            0.027267438028730502,
            -0.025609873237501222,
            -0.02546846309984584,
            0.024863164807718365,
            0.024440622456017268,
            -0.022772929118455444,
            0.02240743493278209,
            -0.021825511057827904,
            0.021803819799013916,
            0.021554844591094375,
            0.021452864330784666,
            0.021048458999201224,
            0.020787784987725266,
            0.020039761937075025,
            -0.020011357459556674,
            -0.01996385033561687,
            -0.019282676178765588,
            0.018057582719881473,
            -0.017960006446092046,
            0.01693523045415746,
            0.016509110845222604,
            0.015969435521910404,
            0.0151679288209493,
            0.015013959270637227,
            0.014991489903269518,
            0.01490670872474184,
            -0.014749675851989927,
            0.014626248730222894,
            -0.01446995029921007,
            0.014082863575078423,
            -0.013731924727231512,
            -0.01366058026540245,
            0.012794772745599552,
            -0.01262589118562738,
            -0.012612772460774137,
            0.012475579492787051,
            -0.012347441419859575,
            0.011975871777599881,
            0.011819456875264542,
            0.01162534200140754,
            -0.011038558526264043,
            -0.01098497311743725,
            0.010915755804296315,
            -0.010781873990949339,
            -0.010609987403809449,
            -0.010435566371127136,
            0.010298527133429885,
            0.009984502891766691,
            0.00970693911103284,
            -0.009593906337739594,
            -0.009233181559073284,
            -0.009104317533287302,
            -0.008777472995126866,
            0.008685411126235032,
            0.008647387030041333,
            0.008589507257689005,
            -0.008483439105649734,
            -0.008436584565508087,
            -0.008369841191210852,
            0.008167316368161762,
            0.008005850401519146,
            -0.007946429659624586,
            0.007815784403003631,
            0.007717770683762841,
            0.00747890926122272,
            -0.007129726575702796,
            -0.007004419126044285,
            -0.006816067025449962,
            0.006758396309543984,
            -0.006566769471945751,
            0.006539575828039283,
            -0.0065112744673273765,
            -0.0061603220802911975,
            0.0059857266343012056,
            -0.005926908844649042,
            0.005815352097897843,
            -0.00579425520883223,
            0.00565668020715644,
            0.005182470751821468,
            -0.004916886192376886,
            -0.00484397100407524,
            -0.00458429783058204,
            0.004003657408402405,
            0.0034389262929875376,
            0.0032596271716657348,
            -0.0028798128093795172,
            0.00285039186206353,
            -0.002697230442512801,
            -0.0026766300722810836,
            -0.0021811608016243786,
            0.0017709098693105122,
            -0.0017368583826901914,
            -0.0017312703360288643,
            -0.0011769166500197091,
            0.00116616196755276,
            0.0011192289292768888,
            0.0011022144101248711,
            0.0008203400688539166,
            0.0006315231506559283,
            0.0005907283012995577,
            -0.0004946525416872662,
            0.00015122111025165085,
            1.9490377705786777e-05,
            -1.743929017034409e-05
        ],
        "Absolute Coefficient": [
            0.0666540277367779,
            0.06476313813172128,
            0.0589396896904883,
            0.05418259719030768,
            0.05094088538131378,
            0.04756907741158488,
            0.04743255288863947,
            0.04649048901662978,
            0.04411297441698001,
            0.043447852115791497,
            0.04341996817016055,
            0.04301810149318499,
            0.04113533516437828,
            0.037573188628499885,
            0.03641437941187949,
            0.03536142808861907,
            0.035020479545443996,
            0.03414500579669874,
            0.033469913863439366,
            0.032947630236906764,
            0.03264210735426557,
            0.03149733007732488,
            0.03095300105388369,
            0.03073599298259777,
            0.03004488766315692,
            0.029473990696018297,
            0.02801034357665391,
            0.027267438028730502,
            0.025609873237501222,
            0.02546846309984584,
            0.024863164807718365,
            0.024440622456017268,
            0.022772929118455444,
            0.02240743493278209,
            0.021825511057827904,
            0.021803819799013916,
            0.021554844591094375,
            0.021452864330784666,
            0.021048458999201224,
            0.020787784987725266,
            0.020039761937075025,
            0.020011357459556674,
            0.01996385033561687,
            0.019282676178765588,
            0.018057582719881473,
            0.017960006446092046,
            0.01693523045415746,
            0.016509110845222604,
            0.015969435521910404,
            0.0151679288209493,
            0.015013959270637227,
            0.014991489903269518,
            0.01490670872474184,
            0.014749675851989927,
            0.014626248730222894,
            0.01446995029921007,
            0.014082863575078423,
            0.013731924727231512,
            0.01366058026540245,
            0.012794772745599552,
            0.01262589118562738,
            0.012612772460774137,
            0.012475579492787051,
            0.012347441419859575,
            0.011975871777599881,
            0.011819456875264542,
            0.01162534200140754,
            0.011038558526264043,
            0.01098497311743725,
            0.010915755804296315,
            0.010781873990949339,
            0.010609987403809449,
            0.010435566371127136,
            0.010298527133429885,
            0.009984502891766691,
            0.00970693911103284,
            0.009593906337739594,
            0.009233181559073284,
            0.009104317533287302,
            0.008777472995126866,
            0.008685411126235032,
            0.008647387030041333,
            0.008589507257689005,
            0.008483439105649734,
            0.008436584565508087,
            0.008369841191210852,
            0.008167316368161762,
            0.008005850401519146,
            0.007946429659624586,
            0.007815784403003631,
            0.007717770683762841,
            0.00747890926122272,
            0.007129726575702796,
            0.007004419126044285,
            0.006816067025449962,
            0.006758396309543984,
            0.006566769471945751,
            0.006539575828039283,
            0.0065112744673273765,
            0.0061603220802911975,
            0.0059857266343012056,
            0.005926908844649042,
            0.005815352097897843,
            0.00579425520883223,
            0.00565668020715644,
            0.005182470751821468,
            0.004916886192376886,
            0.00484397100407524,
            0.00458429783058204,
            0.004003657408402405,
            0.0034389262929875376,
            0.0032596271716657348,
            0.0028798128093795172,
            0.00285039186206353,
            0.002697230442512801,
            0.0026766300722810836,
            0.0021811608016243786,
            0.0017709098693105122,
            0.0017368583826901914,
            0.0017312703360288643,
            0.0011769166500197091,
            0.00116616196755276,
            0.0011192289292768888,
            0.0011022144101248711,
            0.0008203400688539166,
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            0.0005907283012995577,
            0.0004946525416872662,
            0.00015122111025165085,
            1.9490377705786777e-05,
            1.743929017034409e-05
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 68.57142857142857,
            "precision": 66.24009324009323,
            "recall": 64.87012987012986,
            "f1": 65.37660959729925
        },
        "selection": {
            "precision": 0.18691588785046725,
            "recall": 0.5128205128205128,
            "f1": 0.273972602739726,
            "jaccard": 0.13793103448275862
        }
    }
}