{
    "significant_genes": {
        "Variable": [
            "HLA-E",
            "ATAD2",
            "BCS1L",
            "SERPINE2",
            "BLM",
            "LRRIQ1",
            "BTN3A1",
            "B2M",
            "CNGA1",
            "PCCB",
            "GSDME",
            "MIR640",
            "BBS12",
            "AOAH",
            "ARID3A",
            "ADM2",
            "TIMP2",
            "APCS",
            "MEPE",
            "C11orf40",
            "NBPF11",
            "ARHGEF3",
            "EGR3",
            "EPB41L1",
            "INA",
            "NCMAP",
            "MIR493",
            "CAPSL",
            "MIR1911",
            "CD40",
            "BCAS4",
            "AIMP1",
            "ANXA13",
            "ATXN7L2",
            "LEMD1",
            "INTS10",
            "EXOSC7",
            "AMDHD2",
            "OR2M1P",
            "TLL2",
            "BTLA",
            "RHO",
            "CTLA4",
            "SLC9A5",
            "CDO1",
            "TH",
            "BMP1",
            "UPK3B",
            "C3orf70",
            "TTYH3",
            "LCE1D",
            "FCRL5",
            "BIRC3",
            "FOXRED1",
            "PTPRQ",
            "DNAH3",
            "CDC6",
            "CD3D",
            "PLEKHG1",
            "IL17D",
            "CENPU",
            "RBM24",
            "GNG10",
            "CDH22",
            "CAMK2N1",
            "CD3G",
            "CIMIP5",
            "DEFB134",
            "FAM133A",
            "FRMD1",
            "TMEM198",
            "PKD2L1",
            "TDRG1",
            "OR5D13",
            "ERBB4",
            "HCST",
            "RPS16",
            "CD226"
        ],
        "Coefficient": [
            0.10572912622738224,
            0.06519087126616432,
            0.061109631875010804,
            -0.044598069678849675,
            0.04234061839037603,
            -0.03270285139105366,
            0.03239327238339102,
            0.02807911749258508,
            -0.025559058433303056,
            0.021342463588792982,
            -0.018633231502767137,
            0.016641619980699435,
            -0.016145568993506467,
            0.01601371660540446,
            -0.014879550100561858,
            -0.014551213035935234,
            -0.013583089414937612,
            0.013530833633135791,
            0.01320111400012622,
            -0.013185236570352253,
            0.012990898217062742,
            0.01242122887612813,
            0.012225438919218116,
            -0.011069784975423835,
            0.010867459773693874,
            -0.010627401937348069,
            0.007736784130083972,
            -0.007007757674695425,
            0.006722500273009083,
            0.006713332814979597,
            0.006493922022899412,
            0.00563245689165318,
            -0.005572433616744309,
            0.005549428014470686,
            -0.0055022369920938565,
            0.00528911842162802,
            0.005182679901372714,
            -0.005175237042868308,
            0.0050484898285908806,
            0.004570613141945388,
            0.004265686121967145,
            0.004148854705059888,
            0.0034446429320323635,
            -0.00330586397901557,
            0.0029395680885514327,
            0.0024637100635208136,
            -0.001987956893430767,
            -0.0019667418992827075,
            -0.001929306810464451,
            -0.001893803380456672,
            0.0017768914118331638,
            0.0017025799376250623,
            0.001606763662872238,
            0.0013308013081854994,
            -0.0012140993740869387,
            0.0011449994702712367,
            0.0009986551153781087,
            0.0008678616689269192,
            0.0008530026034387936,
            -0.0006747440450930877,
            0.000610587504796934,
            -0.0005407668630499898,
            -0.0005238823949722359,
            0.0005034813663590208,
            -0.00040004753100093376,
            0.00038760402177091666,
            0.00027502735157092727,
            0.00023034441256811571,
            -0.00022817805923581175,
            -0.00017209390201673407,
            -0.00015976060352224542,
            6.0687840489798524e-05,
            -1.9307791074704532e-05,
            6.743342791408999e-06,
            5.887066560041614e-06,
            4.728467221932291e-06,
            2.8825007635355864e-06,
            2.2805095645351465e-06
        ],
        "Absolute Coefficient": [
            0.10572912622738224,
            0.06519087126616432,
            0.061109631875010804,
            0.044598069678849675,
            0.04234061839037603,
            0.03270285139105366,
            0.03239327238339102,
            0.02807911749258508,
            0.025559058433303056,
            0.021342463588792982,
            0.018633231502767137,
            0.016641619980699435,
            0.016145568993506467,
            0.01601371660540446,
            0.014879550100561858,
            0.014551213035935234,
            0.013583089414937612,
            0.013530833633135791,
            0.01320111400012622,
            0.013185236570352253,
            0.012990898217062742,
            0.01242122887612813,
            0.012225438919218116,
            0.011069784975423835,
            0.010867459773693874,
            0.010627401937348069,
            0.007736784130083972,
            0.007007757674695425,
            0.006722500273009083,
            0.006713332814979597,
            0.006493922022899412,
            0.00563245689165318,
            0.005572433616744309,
            0.005549428014470686,
            0.0055022369920938565,
            0.00528911842162802,
            0.005182679901372714,
            0.005175237042868308,
            0.0050484898285908806,
            0.004570613141945388,
            0.004265686121967145,
            0.004148854705059888,
            0.0034446429320323635,
            0.00330586397901557,
            0.0029395680885514327,
            0.0024637100635208136,
            0.001987956893430767,
            0.0019667418992827075,
            0.001929306810464451,
            0.001893803380456672,
            0.0017768914118331638,
            0.0017025799376250623,
            0.001606763662872238,
            0.0013308013081854994,
            0.0012140993740869387,
            0.0011449994702712367,
            0.0009986551153781087,
            0.0008678616689269192,
            0.0008530026034387936,
            0.0006747440450930877,
            0.000610587504796934,
            0.0005407668630499898,
            0.0005238823949722359,
            0.0005034813663590208,
            0.00040004753100093376,
            0.00038760402177091666,
            0.00027502735157092727,
            0.00023034441256811571,
            0.00022817805923581175,
            0.00017209390201673407,
            0.00015976060352224542,
            6.0687840489798524e-05,
            1.9307791074704532e-05,
            6.743342791408999e-06,
            5.887066560041614e-06,
            4.728467221932291e-06,
            2.8825007635355864e-06,
            2.2805095645351465e-06
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 97.77777777777779,
            "precision": 100.0,
            "recall": 97.14285714285714,
            "f1": 98.46153846153847
        },
        "selection": {
            "precision": 1.012079378774806,
            "recall": 0.7792207792207793,
            "f1": 0.8803333380700433,
            "jaccard": 0.4434201648388898
        }
    }
}