{
    "significant_genes": {
        "Variable": [
            "ANKRD20A11P",
            "LTA4H",
            "CCDC170",
            "PARD3B",
            "NEIL1",
            "ENC1",
            "MIR9-1",
            "FAM24A",
            "MFSD3",
            "HLA-L",
            "LCT",
            "NDC1",
            "HTN1",
            "PGM5P2",
            "STXBP1",
            "IFT122",
            "ITSN1",
            "ELAPOR1",
            "OR1N1",
            "CADPS",
            "NUDC",
            "KAT2B",
            "HLA-DQB1",
            "IFNE",
            "TMEM255B",
            "TTLL7",
            "FAM167A-AS1",
            "AKAP12",
            "IL13",
            "RGS17",
            "MYH1",
            "TXNDC11",
            "DCPS",
            "MARCHF8",
            "BLVRA",
            "MDS2",
            "CYP27A1",
            "GSDME",
            "APBB2",
            "VWA5B2",
            "UQCC3",
            "OR10A7",
            "CPT1A",
            "NAPSB",
            "MMP12",
            "CCNI",
            "TNKS1BP1",
            "POC1A",
            "CPA3",
            "ELL3",
            "SCG3",
            "HTN3",
            "SPHK1",
            "COL4A6",
            "ATOH8",
            "HLA-DPB2",
            "IL3RA",
            "JAKMIP3",
            "AFAP1L2",
            "CFAP53",
            "ITGB8",
            "C1orf174",
            "MST1",
            "TBX6",
            "SLC25A34",
            "ICA1L",
            "PTP4A3",
            "RDH5",
            "LINC00272",
            "LRIG3",
            "RRH",
            "HTR3B",
            "TXNDC8",
            "MTNR1B",
            "DERL3",
            "MROH8",
            "DRICH1",
            "CYP26B1",
            "CCDC146",
            "C14orf93",
            "LRRC43",
            "HMGN2P46",
            "DEFB119",
            "EBI3",
            "NOVA1",
            "LINC02912",
            "SMAD9",
            "OSGIN1",
            "DOCK3",
            "LGI4",
            "CROCC",
            "PIDD1",
            "LRRC23",
            "MRPL38",
            "TTC41P",
            "KIAA1656",
            "EHHADH",
            "MCAM",
            "RNF17",
            "ECRG4",
            "TPO",
            "EWSAT1",
            "PTGDS",
            "RAB11FIP3",
            "DVL2",
            "TRPM4",
            "CCR9",
            "CLLU1",
            "ZNF620",
            "F7",
            "TGFB2",
            "HPCAL4",
            "MFSD4A",
            "CD93",
            "COA1",
            "PALLD",
            "JOSD2",
            "TNFRSF11B",
            "FKBPL",
            "CDS1",
            "C9orf40",
            "ZNF530",
            "THOC3",
            "NEFL",
            "TCEAL1",
            "LYG1",
            "CAMKV",
            "APIP",
            "NBPF22P"
        ],
        "Coefficient": [
            -0.06839767857008335,
            0.061232031043868894,
            0.06004506410989513,
            0.05559001423145312,
            0.05021712643447216,
            -0.04908606116135902,
            0.04904429315269617,
            0.04708705157891344,
            -0.04676938682359019,
            0.045795307998684164,
            0.04299794782796393,
            0.03886103080811298,
            0.03811015100244067,
            -0.03762147006242419,
            0.03694830449219344,
            0.03689528040541629,
            -0.035579689529139744,
            0.0343993125522979,
            0.03320636940915254,
            -0.03293362930154958,
            0.030912009121464606,
            0.029104689131587886,
            0.02903851016082906,
            0.028842902371151342,
            -0.028225757706422407,
            -0.02820339973011893,
            0.027253992348574535,
            -0.02673202691960817,
            0.026398566827018802,
            0.026377769236414033,
            -0.02488789102683316,
            -0.024760967266337093,
            -0.02433787326476181,
            0.023591196532093895,
            -0.02282318866827536,
            0.022767495815219026,
            0.02206053771114334,
            0.021871695156576436,
            0.021659621454969115,
            -0.021552943777402498,
            -0.020611052383092167,
            0.01970798645454607,
            0.019453688351759542,
            -0.018862757640758402,
            0.017845089098020826,
            0.01732612702022459,
            -0.017289984445832067,
            0.017151471640754038,
            -0.016109709401536918,
            0.015873970261015558,
            -0.014789721018748637,
            -0.0145765401202694,
            0.014478223690838078,
            0.01439452487549808,
            0.014194429129313983,
            0.014038850861554713,
            -0.013993832272523666,
            0.013619875880086308,
            -0.013356608464063105,
            -0.012880757945491678,
            -0.012837313338133037,
            0.012593059990553128,
            0.012000144444774034,
            0.011936047885210433,
            0.011920458572733945,
            -0.011700194501511904,
            -0.01154569756006593,
            0.01151648058572272,
            0.011272218811261966,
            0.01119717466042704,
            -0.010814230237242983,
            -0.010633816198697996,
            -0.010537050438841558,
            -0.010508452984355142,
            -0.010470559647151576,
            -0.010318731583770158,
            0.010310553700240506,
            -0.009890230257501886,
            -0.009588847997438043,
            -0.00932414688559539,
            0.009292848243368765,
            0.009247336832826185,
            0.008426643784069396,
            -0.008411868900007953,
            0.008253147198464091,
            0.008083045231482804,
            -0.008032401181777877,
            -0.008029826624761593,
            0.008016026262913731,
            -0.007908756171829935,
            0.007907381927484993,
            0.007692966887710983,
            -0.007647406671441808,
            0.007287787224753153,
            -0.007220301665243844,
            0.007164872475000732,
            0.007013031051129991,
            -0.007007212993216804,
            -0.006821325653545439,
            -0.006523842873990645,
            0.006384949746726032,
            -0.005718263842600184,
            -0.005579004785464117,
            0.004879250399899766,
            -0.00474720062472205,
            0.004644090984846701,
            -0.004610990612468111,
            -0.003988690358038227,
            -0.003831143919030126,
            0.0037972096016462634,
            -0.0030763683997972065,
            0.0029727200556944034,
            0.002926065208907832,
            0.002543268365663047,
            0.002408630140586975,
            -0.0021194980182196455,
            0.0018693724897202752,
            -0.001553673717418218,
            0.0014533246806726315,
            0.0013112554206187628,
            0.0011914121925675678,
            0.00114764811215434,
            0.0008093171308264166,
            0.0006898850195861161,
            -0.0006384895431814766,
            0.000510451442855212,
            0.00045482291249874574,
            0.00020135276445026025,
            -1.2376255950733394e-05
        ],
        "Absolute Coefficient": [
            0.06839767857008335,
            0.061232031043868894,
            0.06004506410989513,
            0.05559001423145312,
            0.05021712643447216,
            0.04908606116135902,
            0.04904429315269617,
            0.04708705157891344,
            0.04676938682359019,
            0.045795307998684164,
            0.04299794782796393,
            0.03886103080811298,
            0.03811015100244067,
            0.03762147006242419,
            0.03694830449219344,
            0.03689528040541629,
            0.035579689529139744,
            0.0343993125522979,
            0.03320636940915254,
            0.03293362930154958,
            0.030912009121464606,
            0.029104689131587886,
            0.02903851016082906,
            0.028842902371151342,
            0.028225757706422407,
            0.02820339973011893,
            0.027253992348574535,
            0.02673202691960817,
            0.026398566827018802,
            0.026377769236414033,
            0.02488789102683316,
            0.024760967266337093,
            0.02433787326476181,
            0.023591196532093895,
            0.02282318866827536,
            0.022767495815219026,
            0.02206053771114334,
            0.021871695156576436,
            0.021659621454969115,
            0.021552943777402498,
            0.020611052383092167,
            0.01970798645454607,
            0.019453688351759542,
            0.018862757640758402,
            0.017845089098020826,
            0.01732612702022459,
            0.017289984445832067,
            0.017151471640754038,
            0.016109709401536918,
            0.015873970261015558,
            0.014789721018748637,
            0.0145765401202694,
            0.014478223690838078,
            0.01439452487549808,
            0.014194429129313983,
            0.014038850861554713,
            0.013993832272523666,
            0.013619875880086308,
            0.013356608464063105,
            0.012880757945491678,
            0.012837313338133037,
            0.012593059990553128,
            0.012000144444774034,
            0.011936047885210433,
            0.011920458572733945,
            0.011700194501511904,
            0.01154569756006593,
            0.01151648058572272,
            0.011272218811261966,
            0.01119717466042704,
            0.010814230237242983,
            0.010633816198697996,
            0.010537050438841558,
            0.010508452984355142,
            0.010470559647151576,
            0.010318731583770158,
            0.010310553700240506,
            0.009890230257501886,
            0.009588847997438043,
            0.00932414688559539,
            0.009292848243368765,
            0.009247336832826185,
            0.008426643784069396,
            0.008411868900007953,
            0.008253147198464091,
            0.008083045231482804,
            0.008032401181777877,
            0.008029826624761593,
            0.008016026262913731,
            0.007908756171829935,
            0.007907381927484993,
            0.007692966887710983,
            0.007647406671441808,
            0.007287787224753153,
            0.007220301665243844,
            0.007164872475000732,
            0.007013031051129991,
            0.007007212993216804,
            0.006821325653545439,
            0.006523842873990645,
            0.006384949746726032,
            0.005718263842600184,
            0.005579004785464117,
            0.004879250399899766,
            0.00474720062472205,
            0.004644090984846701,
            0.004610990612468111,
            0.003988690358038227,
            0.003831143919030126,
            0.0037972096016462634,
            0.0030763683997972065,
            0.0029727200556944034,
            0.002926065208907832,
            0.002543268365663047,
            0.002408630140586975,
            0.0021194980182196455,
            0.0018693724897202752,
            0.001553673717418218,
            0.0014533246806726315,
            0.0013112554206187628,
            0.0011914121925675678,
            0.00114764811215434,
            0.0008093171308264166,
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            0.0006384895431814766,
            0.000510451442855212,
            0.00045482291249874574,
            0.00020135276445026025,
            1.2376255950733394e-05
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 67.14285714285714,
            "precision": 64.73659673659674,
            "recall": 63.441558441558435,
            "f1": 63.87005689074654
        },
        "selection": {
            "precision": 0.20202020202020204,
            "recall": 0.5128205128205128,
            "f1": 0.2898550724637681,
            "jaccard": 0.145985401459854
        }
    }
}