{
    "significant_genes": {
        "Variable": [
            "MFSD3",
            "ANKRD20A11P",
            "LTA4H",
            "CCDC170",
            "HLA-L",
            "LCT",
            "PARD3B",
            "NEIL1",
            "HTN1",
            "NUDC",
            "DCPS",
            "ITSN1",
            "FAM24A",
            "BLVRA",
            "ENC1",
            "CADPS",
            "NDC1",
            "KAT2B",
            "RGS17",
            "MIR9-1",
            "ELAPOR1",
            "OR1N1",
            "STXBP1",
            "PGC",
            "FAM167A-AS1",
            "TMEM255B",
            "CPT1A",
            "TTLL7",
            "IL13",
            "APBB2",
            "HMGN2P46",
            "AKAP12",
            "DVL2",
            "LRRC43",
            "DERL3",
            "MYH1",
            "PIDD1",
            "ZNF620",
            "CPA3",
            "ELL3",
            "HLA-DPB2",
            "ECRG4",
            "CCR9",
            "SCARNA8",
            "LRIG3",
            "PGM5P2",
            "HTN3",
            "MRPL38",
            "TTC41P",
            "CCNI",
            "HLA-DQB1",
            "MDS2",
            "CROCC",
            "ICA1L",
            "ATP2B3",
            "NYAP2",
            "CYP27A1",
            "DEFB119",
            "SCG3",
            "IFNE",
            "SNORD113-4",
            "DOCK3",
            "UQCC3",
            "TNKS1BP1",
            "LGI4",
            "SLC25A21",
            "IL10",
            "COL4A6",
            "F7",
            "AFAP1L2",
            "GSDME",
            "MYBPC1",
            "GTF2A1",
            "CLLU1",
            "PGM5",
            "C1orf174",
            "ATOH8",
            "NBPF22P",
            "HTR3B",
            "NOVA1",
            "NT5M",
            "SPINK2",
            "APIP",
            "TXNDC8",
            "SLC25A34",
            "LINC00272",
            "ADCK1",
            "CHST7",
            "SCHIP1",
            "MIR320A",
            "POC1A",
            "MTNR1B",
            "EHHADH",
            "KIAA1656",
            "OSGIN1",
            "VWA5B2",
            "DRICH1",
            "PTGDS",
            "ADH6",
            "KTN1-AS1",
            "OR10A7",
            "PLD6",
            "MMP12",
            "MROH8",
            "NAPSB",
            "ADGRL1",
            "TXNDC11",
            "CEND1",
            "RAB11FIP3",
            "TCEAL1",
            "SERINC2",
            "FKBPL",
            "SH3D19",
            "SLC25A47",
            "SEMA3A",
            "NPAS3",
            "LINC02912",
            "IFT122",
            "PEX10",
            "ZNF20",
            "OR4A16",
            "JAKMIP3",
            "CFD",
            "SPHK1",
            "CACNB2",
            "MFSD4A",
            "CFAP53",
            "MARCHF8",
            "TIGD1",
            "GFOD3P",
            "TBX6",
            "RRH",
            "GIPR",
            "THOC3",
            "CYP26B1",
            "C2orf81",
            "FOXRED1",
            "SMAD9",
            "MCAM",
            "CD93",
            "PI3",
            "TGFB2",
            "PTP4A3",
            "CRCT1",
            "G0S2",
            "METTL27",
            "HACD1",
            "GTF2H2",
            "C14orf93",
            "CCDC158",
            "RDH5",
            "GCM1",
            "COA1",
            "GCHFR",
            "CCNA1",
            "IL31RA",
            "JOSD2",
            "MEDAG",
            "NCKAP5",
            "CPLANE2",
            "EWSAT1",
            "AP1M2",
            "TUBB6",
            "LEKR1",
            "CCDC122",
            "GTF2H2B",
            "GTF2H2C_2",
            "GTF2H2C"
        ],
        "Coefficient": [
            -0.06720376490320251,
            -0.06148442572213511,
            0.05768591317563426,
            0.053164649024477026,
            0.049675827193960125,
            0.045170578980370135,
            0.04443045014442622,
            0.042315774873775296,
            0.041379765673581606,
            0.040931517108112006,
            -0.04075764964660494,
            -0.03884199156066576,
            0.038696250625481474,
            -0.038212772902289895,
            -0.038030208147155325,
            -0.03745908883855852,
            0.03672645338678238,
            0.03663143508751535,
            0.03660359225761369,
            0.03632128153229431,
            0.035703336679561284,
            0.03472465612256222,
            0.033429345814281204,
            -0.03048270567595839,
            0.030218263974626156,
            -0.030049826019892752,
            0.03002449234102632,
            -0.0297799420813925,
            0.028127070973572137,
            0.027623438490317256,
            0.02677986408366878,
            -0.025881700013133817,
            -0.025528256677223162,
            0.025153673035790493,
            -0.024686885971721688,
            -0.024332285981282873,
            0.02399843062803874,
            -0.02309420836652917,
            -0.02284308930885819,
            0.022448072938495954,
            0.022271630468455487,
            -0.02210315315583439,
            -0.022059655424337857,
            -0.02159131234472509,
            0.02132585836759336,
            -0.021305568307107167,
            -0.020801708239525936,
            0.020230405519012857,
            -0.020064249642717327,
            0.019675184472273923,
            0.01933312411227161,
            0.019268213831856708,
            0.01891588077138822,
            -0.018612809782833216,
            0.018147096767267765,
            0.01814074610566328,
            0.01812154746556372,
            0.01753668672858147,
            -0.017412781068583266,
            0.017400270411894334,
            0.0167562359818804,
            0.01669237093356472,
            -0.01651656207774652,
            -0.01627435009271289,
            -0.015996843706352792,
            -0.01577333507919898,
            0.01466315676615997,
            0.013991039813503477,
            0.013861341862937434,
            -0.013319750703677108,
            0.012721408109666371,
            -0.01237867667084463,
            -0.012320867785878322,
            -0.012253708547803973,
            -0.012251820066444756,
            0.012040116529685495,
            0.011762001276175948,
            -0.011662531423913316,
            -0.011557744607259545,
            0.011480930346370629,
            0.011388661031116746,
            0.011019089629193471,
            0.010887857480788196,
            -0.01062320753947436,
            0.010592028380471323,
            0.010580510349470893,
            0.01013808610459542,
            -0.010064451963199677,
            -0.009879816367375152,
            -0.009689911378471918,
            0.009514446937117114,
            -0.008618897605287395,
            0.008450951239364266,
            0.008429255233555605,
            -0.008321934310339991,
            -0.008246743734890469,
            0.008101097304432734,
            -0.007927063829986274,
            0.007817174790889846,
            -0.007795249406555448,
            0.007769003342288324,
            0.007688798025161893,
            0.007594898078532634,
            -0.007439181697682554,
            -0.007283518851128035,
            0.0072776384311391065,
            -0.00720244977797675,
            -0.006822927257992735,
            0.006670976217334538,
            -0.006449348923096381,
            0.006434720284490778,
            0.006386691230852469,
            0.006337927534042621,
            0.00628419980203608,
            0.005947257771177085,
            -0.005796663051147285,
            0.005692290620092958,
            0.005622639850324126,
            -0.005459725935994447,
            -0.005209543016552637,
            -0.005093523128935364,
            0.005000674511892851,
            -0.00481600485678684,
            0.0047454008810829205,
            -0.004505268577546595,
            0.0044364045295254406,
            -0.004397796323890865,
            0.004381968106273624,
            -0.00407018668408971,
            0.003954939603280251,
            0.0037774879904074426,
            -0.0035905828969269296,
            0.0035745217266813555,
            0.003467950128848808,
            -0.0033884808914318326,
            -0.0032483672797731407,
            0.003218031399398082,
            -0.0028960020130660035,
            -0.0027614306738904916,
            0.0026757393095490226,
            -0.0026189203738199384,
            -0.002582745345548055,
            -0.0025659310091617174,
            0.0024199005254676846,
            -0.002403472056410479,
            -0.002102995950273966,
            0.001917495711749491,
            -0.0017764475387776276,
            -0.0017472674436842899,
            0.0016885073534106034,
            0.0016604493899754214,
            -0.0016396250271950082,
            0.0016353991200779244,
            0.0014788147036111949,
            -0.0013742847980068333,
            -0.0007501627429824054,
            0.0007179495431111147,
            -0.000617272155421692,
            0.0005212907693579901,
            0.0003529696798097549,
            -0.0003188057183209537,
            -0.000270268049100749,
            0.0002676968122497553,
            0.00010661193247760704,
            9.928216151694171e-06,
            -2.247810701265722e-17,
            -6.254777603522009e-18,
            -4.6910832026415064e-18
        ],
        "Absolute Coefficient": [
            0.06720376490320251,
            0.06148442572213511,
            0.05768591317563426,
            0.053164649024477026,
            0.049675827193960125,
            0.045170578980370135,
            0.04443045014442622,
            0.042315774873775296,
            0.041379765673581606,
            0.040931517108112006,
            0.04075764964660494,
            0.03884199156066576,
            0.038696250625481474,
            0.038212772902289895,
            0.038030208147155325,
            0.03745908883855852,
            0.03672645338678238,
            0.03663143508751535,
            0.03660359225761369,
            0.03632128153229431,
            0.035703336679561284,
            0.03472465612256222,
            0.033429345814281204,
            0.03048270567595839,
            0.030218263974626156,
            0.030049826019892752,
            0.03002449234102632,
            0.0297799420813925,
            0.028127070973572137,
            0.027623438490317256,
            0.02677986408366878,
            0.025881700013133817,
            0.025528256677223162,
            0.025153673035790493,
            0.024686885971721688,
            0.024332285981282873,
            0.02399843062803874,
            0.02309420836652917,
            0.02284308930885819,
            0.022448072938495954,
            0.022271630468455487,
            0.02210315315583439,
            0.022059655424337857,
            0.02159131234472509,
            0.02132585836759336,
            0.021305568307107167,
            0.020801708239525936,
            0.020230405519012857,
            0.020064249642717327,
            0.019675184472273923,
            0.01933312411227161,
            0.019268213831856708,
            0.01891588077138822,
            0.018612809782833216,
            0.018147096767267765,
            0.01814074610566328,
            0.01812154746556372,
            0.01753668672858147,
            0.017412781068583266,
            0.017400270411894334,
            0.0167562359818804,
            0.01669237093356472,
            0.01651656207774652,
            0.01627435009271289,
            0.015996843706352792,
            0.01577333507919898,
            0.01466315676615997,
            0.013991039813503477,
            0.013861341862937434,
            0.013319750703677108,
            0.012721408109666371,
            0.01237867667084463,
            0.012320867785878322,
            0.012253708547803973,
            0.012251820066444756,
            0.012040116529685495,
            0.011762001276175948,
            0.011662531423913316,
            0.011557744607259545,
            0.011480930346370629,
            0.011388661031116746,
            0.011019089629193471,
            0.010887857480788196,
            0.01062320753947436,
            0.010592028380471323,
            0.010580510349470893,
            0.01013808610459542,
            0.010064451963199677,
            0.009879816367375152,
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            0.009514446937117114,
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            0.008429255233555605,
            0.008321934310339991,
            0.008246743734890469,
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            0.007927063829986274,
            0.007817174790889846,
            0.007795249406555448,
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            0.007688798025161893,
            0.007594898078532634,
            0.007439181697682554,
            0.007283518851128035,
            0.0072776384311391065,
            0.00720244977797675,
            0.006822927257992735,
            0.006670976217334538,
            0.006449348923096381,
            0.006434720284490778,
            0.006386691230852469,
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            0.00628419980203608,
            0.005947257771177085,
            0.005796663051147285,
            0.005692290620092958,
            0.005622639850324126,
            0.005459725935994447,
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            0.0037774879904074426,
            0.0035905828969269296,
            0.0035745217266813555,
            0.003467950128848808,
            0.0033884808914318326,
            0.0032483672797731407,
            0.003218031399398082,
            0.0028960020130660035,
            0.0027614306738904916,
            0.0026757393095490226,
            0.0026189203738199384,
            0.002582745345548055,
            0.0025659310091617174,
            0.0024199005254676846,
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            0.002102995950273966,
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            0.0013742847980068333,
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            9.928216151694171e-06,
            2.247810701265722e-17,
            6.254777603522009e-18,
            4.6910832026415064e-18
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 65.71428571428571,
            "precision": 63.62337662337662,
            "recall": 58.52813852813851,
            "f1": 60.725940725940724
        },
        "selection": {
            "precision": 0.3077105154151133,
            "recall": 1.0256410256410255,
            "f1": 0.473389355742297,
            "jaccard": 0.2381036743081884
        }
    }
}