{
    "significant_genes": {
        "Variable": [
            "COL4A1",
            "OTC",
            "HTN3",
            "ZIC2",
            "ESM1",
            "CIDEC",
            "PRSS58",
            "ALG1L1P",
            "CSRNP1",
            "C14orf180",
            "ADH4",
            "HOXD11",
            "ZNF114",
            "AIM2",
            "PLA2G2E",
            "CFAP46",
            "FAM74A3",
            "CHST2",
            "HOXC9",
            "PRB4",
            "IL17F",
            "SLC35C1",
            "THRSP",
            "IL11",
            "NUCB2",
            "NRG2",
            "ODF4",
            "SHOX2",
            "HOXA10",
            "KRT35",
            "GRAP",
            "BMF",
            "IL22",
            "FOXD2",
            "GRIN2D",
            "C4orf50",
            "LINC01599",
            "PLAC1",
            "DIPK1A",
            "E2F7",
            "CXCL13",
            "C18orf54",
            "FAM167B",
            "GPRIN1",
            "ABCG1",
            "CDH24",
            "MMP9",
            "MAP4K2",
            "TIMP4",
            "CNR2",
            "DNMT3B",
            "CCL11",
            "PARP12",
            "SEC14L3",
            "GARIN4",
            "TMEM132A",
            "POTEE",
            "LINC00314",
            "HOXC8",
            "C17orf67",
            "EAF2",
            "SLC36A1",
            "SNX9",
            "FRMPD2B",
            "RMI2",
            "GPR101",
            "CIMIP2B",
            "FERD3L",
            "HTR3B",
            "ABTB1",
            "RHAG",
            "ADAM12",
            "HOXC6",
            "CELSR3",
            "EME1",
            "BPIFA2",
            "SHROOM3",
            "PCDH17",
            "SPINK8",
            "SRPX",
            "FAM43B",
            "KRT32",
            "SLC17A3",
            "KRTAP13-1",
            "SLC28A1",
            "H2AC11",
            "MT1A",
            "FCRL2",
            "GTSF1L",
            "SULT1C3",
            "HSD17B13",
            "CLIC4",
            "PDE6A",
            "SLC6A17",
            "ZNF707",
            "HSD17B6",
            "ZNF415",
            "PRSS37",
            "KCNQ1OT1",
            "LEPROTL1",
            "CRIPTO",
            "LPIN1",
            "DPF1",
            "LIPI",
            "THSD7B",
            "CDY1B",
            "CABS1",
            "TTR",
            "HRCT1",
            "TSPAN10",
            "OR3A3",
            "KCTD19"
        ],
        "Coefficient": [
            0.021370713455742988,
            -0.021222779945933013,
            -0.018784008866663197,
            0.016681788988787936,
            0.016060255098048187,
            -0.015093682563108137,
            -0.01426449496001884,
            0.013687231983886161,
            -0.01300187823459799,
            -0.012664363050004523,
            -0.012440716586906658,
            0.011391412008554456,
            0.011067380515528009,
            0.01081165883423758,
            -0.010048403742390325,
            -0.010047206365722473,
            -0.009707368988083963,
            0.009287932422170013,
            0.008524463638142608,
            -0.00838574945351744,
            -0.008172078631013427,
            -0.008103500479945194,
            -0.007924090138073632,
            0.007620232268768723,
            -0.007531236710404459,
            -0.007397506616248273,
            -0.00656062996498089,
            0.0063834542128826405,
            0.005999916997275619,
            -0.0059944413550411585,
            0.005829618889683484,
            0.005573028171122797,
            -0.005507738199475727,
            0.0054326797239984854,
            0.005368223196572783,
            0.00536086143421164,
            0.004690542321348023,
            0.0046788996122171895,
            0.004595388699586842,
            0.004471090599549693,
            0.0043200011677229375,
            0.004072147160134637,
            0.004014011833146255,
            0.004006610333913581,
            0.003930590121818902,
            0.0037931252862081787,
            0.0037399511821594815,
            0.003732961973663606,
            -0.0034841868278208017,
            0.0033166749187825187,
            0.0032833577035395497,
            0.003184052084516403,
            0.003174458252142467,
            -0.003080838501079226,
            -0.0028820469290752417,
            0.0027433814604696967,
            -0.0025555848727818278,
            -0.002416683413781239,
            0.00240991139417278,
            0.0023754885492507766,
            0.002184437750968547,
            0.002158917708485123,
            -0.0021299865016954113,
            -0.0021257322767671595,
            0.0020969580497509272,
            -0.002034336247913676,
            -0.002008943341058961,
            -0.0019524342035957623,
            -0.0017275316813981964,
            0.001696811516340214,
            -0.0016259210439697406,
            0.0015411355958107418,
            0.0015370881177134733,
            0.001480379243225269,
            0.0014356646592139579,
            -0.001383498776469862,
            -0.0013453501212822242,
            0.0013386823669586595,
            -0.0013057521139709315,
            -0.0012141579929811524,
            -0.00120312256121614,
            -0.0011447941204180453,
            0.0011172288610877502,
            -0.0010449720476694378,
            -0.0008820903455306466,
            0.0008713026522151972,
            -0.0008371100020086792,
            0.00075211750520132,
            0.0007406147519832495,
            -0.0007257203725224084,
            -0.0006752892318104462,
            0.0006543519118780738,
            -0.0006114678569300404,
            -0.0005998582946784311,
            0.0005831834352119162,
            0.0005796449887906773,
            -0.0005402408383024732,
            0.0005400656302076704,
            0.0005260065793152684,
            0.0005045876349736496,
            0.00047215871207183084,
            -0.0003762155991559309,
            0.00025142355255158817,
            -0.00025132608778169994,
            -0.00021609638776434118,
            0.00020751501306411584,
            -0.00014641975527444933,
            -7.868902136466864e-05,
            -5.204911139988111e-05,
            4.8749523573302766e-05,
            2.0845992114385735e-06,
            5.599918414851654e-07
        ],
        "Absolute Coefficient": [
            0.021370713455742988,
            0.021222779945933013,
            0.018784008866663197,
            0.016681788988787936,
            0.016060255098048187,
            0.015093682563108137,
            0.01426449496001884,
            0.013687231983886161,
            0.01300187823459799,
            0.012664363050004523,
            0.012440716586906658,
            0.011391412008554456,
            0.011067380515528009,
            0.01081165883423758,
            0.010048403742390325,
            0.010047206365722473,
            0.009707368988083963,
            0.009287932422170013,
            0.008524463638142608,
            0.00838574945351744,
            0.008172078631013427,
            0.008103500479945194,
            0.007924090138073632,
            0.007620232268768723,
            0.007531236710404459,
            0.007397506616248273,
            0.00656062996498089,
            0.0063834542128826405,
            0.005999916997275619,
            0.0059944413550411585,
            0.005829618889683484,
            0.005573028171122797,
            0.005507738199475727,
            0.0054326797239984854,
            0.005368223196572783,
            0.00536086143421164,
            0.004690542321348023,
            0.0046788996122171895,
            0.004595388699586842,
            0.004471090599549693,
            0.0043200011677229375,
            0.004072147160134637,
            0.004014011833146255,
            0.004006610333913581,
            0.003930590121818902,
            0.0037931252862081787,
            0.0037399511821594815,
            0.003732961973663606,
            0.0034841868278208017,
            0.0033166749187825187,
            0.0032833577035395497,
            0.003184052084516403,
            0.003174458252142467,
            0.003080838501079226,
            0.0028820469290752417,
            0.0027433814604696967,
            0.0025555848727818278,
            0.002416683413781239,
            0.00240991139417278,
            0.0023754885492507766,
            0.002184437750968547,
            0.002158917708485123,
            0.0021299865016954113,
            0.0021257322767671595,
            0.0020969580497509272,
            0.002034336247913676,
            0.002008943341058961,
            0.0019524342035957623,
            0.0017275316813981964,
            0.001696811516340214,
            0.0016259210439697406,
            0.0015411355958107418,
            0.0015370881177134733,
            0.001480379243225269,
            0.0014356646592139579,
            0.001383498776469862,
            0.0013453501212822242,
            0.0013386823669586595,
            0.0013057521139709315,
            0.0012141579929811524,
            0.00120312256121614,
            0.0011447941204180453,
            0.0011172288610877502,
            0.0010449720476694378,
            0.0008820903455306466,
            0.0008713026522151972,
            0.0008371100020086792,
            0.00075211750520132,
            0.0007406147519832495,
            0.0007257203725224084,
            0.0006752892318104462,
            0.0006543519118780738,
            0.0006114678569300404,
            0.0005998582946784311,
            0.0005831834352119162,
            0.0005796449887906773,
            0.0005402408383024732,
            0.0005400656302076704,
            0.0005260065793152684,
            0.0005045876349736496,
            0.00047215871207183084,
            0.0003762155991559309,
            0.00025142355255158817,
            0.00025132608778169994,
            0.00021609638776434118,
            0.00020751501306411584,
            0.00014641975527444933,
            7.868902136466864e-05,
            5.204911139988111e-05,
            4.8749523573302766e-05,
            2.0845992114385735e-06,
            5.599918414851654e-07
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 99.46902654867259,
            "precision": 99.6133009527368,
            "recall": 99.80952380952381,
            "f1": 99.71001700267568
        },
        "selection": {
            "precision": 1.1374022127308676,
            "recall": 2.3076923076923075,
            "f1": 1.522735140217434,
            "jaccard": 0.7679559319020631
        }
    }
}