{
    "significant_genes": {
        "Variable": [
            "ABL1",
            "ATF2",
            "ATG7",
            "CSF2",
            "AMBP",
            "BAGE",
            "IRF7",
            "HLA-DRB4",
            "ADORA2A",
            "ATF1",
            "IL19",
            "AICDA",
            "BCL6",
            "DDX43",
            "IL15",
            "IFITM2",
            "NT5E",
            "CCL14",
            "ENTPD1",
            "ISG20",
            "ARG1",
            "HLA-A",
            "CXCL6",
            "STAT2",
            "CD163",
            "IL9",
            "C3",
            "APOE",
            "HLA-DQB1",
            "CD1A",
            "PNMA1",
            "IL22RA2",
            "ATG5",
            "CCL11",
            "CCR4",
            "IL18R1",
            "MCAM",
            "PLAU",
            "LILRA4",
            "IL32",
            "FCER1G",
            "APP",
            "IFNAR1",
            "GAGE1",
            "ALCAM",
            "MBL2",
            "ENG",
            "IL22",
            "FCGR2B",
            "ARG2",
            "OAS3",
            "STAT4",
            "CKLF",
            "PRKCE",
            "CD24",
            "CTSH",
            "CD59",
            "CD37",
            "ANXA1",
            "CD47",
            "NEFL",
            "IFIT1",
            "IRAK4",
            "CCL3L1",
            "JAM3",
            "GTF3C1",
            "HLA-DPB1",
            "LRP1",
            "IRAK1",
            "CD33",
            "TNFSF18",
            "CCR1",
            "CREBBP",
            "SAA1",
            "FLT3LG",
            "SPANXB1",
            "BLK",
            "BCL2",
            "IRF3",
            "CFI",
            "IL4R",
            "IL1B",
            "HAVCR2",
            "ATM",
            "FOXJ1",
            "ITGA5",
            "DPP4",
            "IL6R",
            "KLRC2",
            "HLA-DQA1"
        ],
        "Coefficient": [
            -0.13241164857564786,
            0.08924765551667015,
            0.07822556782952296,
            0.06497138972904376,
            0.06353415869840076,
            0.06328519542238951,
            -0.05616972601277223,
            0.05594904445837235,
            -0.05368084407931611,
            0.05055623121491635,
            -0.045944597070069766,
            -0.04319788910326931,
            -0.03901385793917976,
            -0.0358780069214489,
            -0.03518286898993383,
            0.03426605511769789,
            -0.032143225739991114,
            0.029429094049924057,
            -0.028758632994495936,
            -0.02795787957560786,
            0.026971851000695476,
            -0.026084964436760845,
            -0.02517350935489615,
            -0.02411661766445481,
            -0.023817135230826045,
            0.023601831244145784,
            0.02345278511334835,
            -0.023285795838100105,
            -0.02241675363573734,
            -0.02185536888946576,
            -0.02172061460444931,
            0.020582103349657797,
            0.020157034205795822,
            0.019293402042738855,
            0.01924438504803509,
            0.018649650447418637,
            -0.018180692965867322,
            0.01809976621649974,
            -0.016869094906573394,
            -0.01648567101414852,
            0.016428470679263372,
            -0.015529678330131403,
            -0.01423310260556914,
            0.012719571291043855,
            0.012347568039481257,
            -0.010880263008906032,
            0.010232726381768835,
            0.00930050549183827,
            -0.007877247419782189,
            -0.007484741567774185,
            -0.007386035227025121,
            0.007289613001647292,
            0.00699975496578845,
            -0.006994335252169351,
            0.0061265026517041245,
            0.005807329467221408,
            -0.005758786125523692,
            -0.005626760498167453,
            0.005351326833901876,
            0.003804712068891028,
            -0.003762767035101116,
            -0.003672823321581857,
            -0.0036608122710828986,
            0.003486468552858984,
            -0.002880689367381446,
            -0.002658296708374973,
            0.0025224154195801186,
            -0.002168477205409644,
            -0.001826394613303324,
            0.0015138780706367492,
            0.0013286455722823411,
            0.0013107175150976948,
            -0.0012821808998908534,
            -0.0010059739570749018,
            0.0009473902148885412,
            -0.0008389571053262437,
            -0.0006839491033768809,
            -0.0006530343268445854,
            -0.0004110468215920534,
            -0.0003499630058605045,
            -0.0003444901923133678,
            0.00033288430410052973,
            0.00026469969328108995,
            -9.638588129448038e-05,
            7.834415745739732e-05,
            -5.938628910085976e-05,
            -1.4123502136463677e-05,
            -1.2546421817949188e-05,
            -9.7691538598483e-06,
            -6.445808552205839e-06
        ],
        "Absolute Coefficient": [
            0.13241164857564786,
            0.08924765551667015,
            0.07822556782952296,
            0.06497138972904376,
            0.06353415869840076,
            0.06328519542238951,
            0.05616972601277223,
            0.05594904445837235,
            0.05368084407931611,
            0.05055623121491635,
            0.045944597070069766,
            0.04319788910326931,
            0.03901385793917976,
            0.0358780069214489,
            0.03518286898993383,
            0.03426605511769789,
            0.032143225739991114,
            0.029429094049924057,
            0.028758632994495936,
            0.02795787957560786,
            0.026971851000695476,
            0.026084964436760845,
            0.02517350935489615,
            0.02411661766445481,
            0.023817135230826045,
            0.023601831244145784,
            0.02345278511334835,
            0.023285795838100105,
            0.02241675363573734,
            0.02185536888946576,
            0.02172061460444931,
            0.020582103349657797,
            0.020157034205795822,
            0.019293402042738855,
            0.01924438504803509,
            0.018649650447418637,
            0.018180692965867322,
            0.01809976621649974,
            0.016869094906573394,
            0.01648567101414852,
            0.016428470679263372,
            0.015529678330131403,
            0.01423310260556914,
            0.012719571291043855,
            0.012347568039481257,
            0.010880263008906032,
            0.010232726381768835,
            0.00930050549183827,
            0.007877247419782189,
            0.007484741567774185,
            0.007386035227025121,
            0.007289613001647292,
            0.00699975496578845,
            0.006994335252169351,
            0.0061265026517041245,
            0.005807329467221408,
            0.005758786125523692,
            0.005626760498167453,
            0.005351326833901876,
            0.003804712068891028,
            0.003762767035101116,
            0.003672823321581857,
            0.0036608122710828986,
            0.003486468552858984,
            0.002880689367381446,
            0.002658296708374973,
            0.0025224154195801186,
            0.002168477205409644,
            0.001826394613303324,
            0.0015138780706367492,
            0.0013286455722823411,
            0.0013107175150976948,
            0.0012821808998908534,
            0.0010059739570749018,
            0.0009473902148885412,
            0.0008389571053262437,
            0.0006839491033768809,
            0.0006530343268445854,
            0.0004110468215920534,
            0.0003499630058605045,
            0.0003444901923133678,
            0.00033288430410052973,
            0.00026469969328108995,
            9.638588129448038e-05,
            7.834415745739732e-05,
            5.938628910085976e-05,
            1.4123502136463677e-05,
            1.2546421817949188e-05,
            9.7691538598483e-06,
            6.445808552205839e-06
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 93.33333333333334,
            "precision": 90.0,
            "recall": 95.0,
            "f1": 90.47619047619048
        },
        "selection": {
            "precision": 0.8672790510097663,
            "recall": 16.0,
            "f1": 1.6453643312995303,
            "jaccard": 0.8355263157894737
        }
    }
}