{
    "significant_genes": {
        "Variable": [
            "HPN",
            "SFTPB",
            "NPBWR2",
            "MIR155HG",
            "GGT7",
            "MARK1",
            "A2M",
            "TTTY7",
            "KIF2C",
            "EFEMP1",
            "TSSK1B",
            "MIPOL1",
            "DNAH10",
            "KCTD9",
            "SPMIP7",
            "REN",
            "PHLDB2",
            "COA7",
            "GLI1",
            "TBX1",
            "PTPN20",
            "OTOP3",
            "OR5C1",
            "BARHL2",
            "ACSM4",
            "CSKMT",
            "WTIP",
            "ERCC6L2",
            "GRM8",
            "IMMP1L",
            "ZNF22-AS1",
            "KRT17",
            "HLA-DPB2",
            "TSPY26P",
            "DGKE",
            "ZXDA",
            "TEX14",
            "ADGRG4",
            "TAAR9",
            "BEGAIN",
            "OR2T5",
            "AQP8",
            "CLCN4",
            "GPALPP1",
            "BGLAP",
            "PSD2",
            "CDCA3",
            "SLC29A4",
            "H1-2",
            "AP2B1",
            "DBH",
            "KDM5D",
            "PEX12",
            "KIAA1755",
            "S100G",
            "HYCC1",
            "SLC25A33",
            "FLT1",
            "LINC02694",
            "LRRC4B",
            "FUT2",
            "CIB4",
            "KCNJ1",
            "DHCR24",
            "TNNT1",
            "ITFG1",
            "ICAM4",
            "PAX8",
            "SP6",
            "GPX2",
            "BIRC7",
            "FNDC11",
            "HUS1",
            "ISOC1",
            "POLE2",
            "TBC1D28",
            "GSDMA",
            "ELL3",
            "ERO1B",
            "ELOVL4",
            "CFAP96",
            "TGM5",
            "NANP",
            "TENM2",
            "LTBP1",
            "TFCP2",
            "MAMDC4",
            "ARHGAP44",
            "ORC1",
            "SMO",
            "RBMX",
            "FBXL21P",
            "LDLRAD3",
            "MCPH1",
            "ARHGEF39",
            "TPTE2P3",
            "KLHL4",
            "TCF21",
            "CYP3A7",
            "SPIDR",
            "C15orf32",
            "TAAR8",
            "OSCP1",
            "AIRE",
            "ANKRD53",
            "CRYBA1",
            "LY75",
            "STK10",
            "KDSR",
            "SCCPDH",
            "PCDHAC1",
            "NLRP4",
            "C6orf58",
            "SLCO4A1",
            "ICA1L",
            "ZNF600",
            "PI16",
            "TINAG",
            "USP2",
            "PDZD9",
            "APOA1",
            "ZNF813",
            "HRNR",
            "SETD9",
            "ZNF57"
        ],
        "Coefficient": [
            0.051451757383672234,
            0.0438722949223435,
            0.04382990780174354,
            0.043429654054121684,
            0.042056817364740276,
            0.042054821460068316,
            0.027237645134478135,
            0.02646261056651018,
            0.024662712561673024,
            0.024134791253518202,
            0.022471769817682966,
            0.02247072393455076,
            0.022067264539736113,
            -0.02102973667992083,
            0.019200556290569045,
            0.018949567448300203,
            0.01879388302185299,
            0.01822967244071158,
            0.018227590506645967,
            0.01802101115656345,
            0.01785248584957794,
            0.017299366361143317,
            0.017268052508686387,
            0.015224661531696238,
            -0.014761829253422471,
            0.013070258880013702,
            0.012906404635393783,
            -0.012472041051548269,
            0.012184835563464629,
            -0.012071733745248347,
            -0.011415407976546993,
            0.011010965106943663,
            0.01095089242805383,
            -0.010732791170457499,
            0.010678357573637099,
            -0.010466293061006254,
            -0.010419049535994509,
            0.010331915007042308,
            0.010310299401185467,
            -0.010133300158569116,
            -0.009519565514008241,
            0.00940620926629966,
            0.008516740076833016,
            -0.008468765061350123,
            0.008294039418107503,
            -0.00827364998783296,
            0.008136983578674623,
            0.007847957375867966,
            -0.007743586538368999,
            -0.0077435856890167055,
            0.0076119450805746955,
            0.0075794343509069315,
            -0.007239368736101152,
            -0.006985179959347874,
            -0.006985093893045729,
            0.006980166969446888,
            -0.006978987645879022,
            0.006867906259700593,
            0.006586688601958889,
            -0.006460531868786548,
            0.0064022069044350404,
            0.006183895885465596,
            0.006155300943712692,
            0.005975441757804315,
            0.0058815122935577824,
            0.0054603070749760715,
            -0.005393003418233363,
            -0.005373581967092293,
            -0.005238232065190728,
            0.005115368082843341,
            -0.004999534774905065,
            0.004787721765937136,
            0.004762434377871093,
            0.0047538180111440665,
            0.004741753732615913,
            0.004660607491448124,
            0.004611648026727052,
            0.004568781969884832,
            -0.004336417023395846,
            0.004328734252878072,
            0.0042631600618597805,
            0.00424905694304416,
            0.004221079910370997,
            -0.004185249778411626,
            0.003937855206189313,
            -0.003648136485746654,
            0.003507327626135103,
            0.003494591178787308,
            0.003292813618514743,
            0.003033880095205425,
            0.0028170531119621712,
            -0.0027755808814770916,
            0.002754087665306058,
            -0.0024040135313329694,
            0.002356723831608705,
            -0.0022588999221988823,
            -0.0021375227963574815,
            0.002053284996653636,
            -0.0020384809624632923,
            -0.0020194698331198026,
            -0.0018906311725336781,
            0.0018857807435258066,
            -0.0018194707610086568,
            0.0017606749177736848,
            0.0016316268340377353,
            0.0015378927137274687,
            0.0014847118950788508,
            -0.0011907728046159478,
            0.0011765499942755298,
            -0.001142418831473494,
            0.0011204257237762904,
            0.0010938073548539193,
            0.0010377691729324989,
            0.0007154801617507973,
            0.0006481585913134761,
            -0.0005893807760592861,
            0.00040734339720943955,
            -0.00028997516415067915,
            -0.00023817243599468614,
            0.00019740366753898342,
            0.00018667954262565654,
            -0.00014268614817496792,
            9.621380660562925e-05,
            6.033430685795969e-05,
            -5.36676059414288e-05
        ],
        "Absolute Coefficient": [
            0.051451757383672234,
            0.0438722949223435,
            0.04382990780174354,
            0.043429654054121684,
            0.042056817364740276,
            0.042054821460068316,
            0.027237645134478135,
            0.02646261056651018,
            0.024662712561673024,
            0.024134791253518202,
            0.022471769817682966,
            0.02247072393455076,
            0.022067264539736113,
            0.02102973667992083,
            0.019200556290569045,
            0.018949567448300203,
            0.01879388302185299,
            0.01822967244071158,
            0.018227590506645967,
            0.01802101115656345,
            0.01785248584957794,
            0.017299366361143317,
            0.017268052508686387,
            0.015224661531696238,
            0.014761829253422471,
            0.013070258880013702,
            0.012906404635393783,
            0.012472041051548269,
            0.012184835563464629,
            0.012071733745248347,
            0.011415407976546993,
            0.011010965106943663,
            0.01095089242805383,
            0.010732791170457499,
            0.010678357573637099,
            0.010466293061006254,
            0.010419049535994509,
            0.010331915007042308,
            0.010310299401185467,
            0.010133300158569116,
            0.009519565514008241,
            0.00940620926629966,
            0.008516740076833016,
            0.008468765061350123,
            0.008294039418107503,
            0.00827364998783296,
            0.008136983578674623,
            0.007847957375867966,
            0.007743586538368999,
            0.0077435856890167055,
            0.0076119450805746955,
            0.0075794343509069315,
            0.007239368736101152,
            0.006985179959347874,
            0.006985093893045729,
            0.006980166969446888,
            0.006978987645879022,
            0.006867906259700593,
            0.006586688601958889,
            0.006460531868786548,
            0.0064022069044350404,
            0.006183895885465596,
            0.006155300943712692,
            0.005975441757804315,
            0.0058815122935577824,
            0.0054603070749760715,
            0.005393003418233363,
            0.005373581967092293,
            0.005238232065190728,
            0.005115368082843341,
            0.004999534774905065,
            0.004787721765937136,
            0.004762434377871093,
            0.0047538180111440665,
            0.004741753732615913,
            0.004660607491448124,
            0.004611648026727052,
            0.004568781969884832,
            0.004336417023395846,
            0.004328734252878072,
            0.0042631600618597805,
            0.00424905694304416,
            0.004221079910370997,
            0.004185249778411626,
            0.003937855206189313,
            0.003648136485746654,
            0.003507327626135103,
            0.003494591178787308,
            0.003292813618514743,
            0.003033880095205425,
            0.0028170531119621712,
            0.0027755808814770916,
            0.002754087665306058,
            0.0024040135313329694,
            0.002356723831608705,
            0.0022588999221988823,
            0.0021375227963574815,
            0.002053284996653636,
            0.0020384809624632923,
            0.0020194698331198026,
            0.0018906311725336781,
            0.0018857807435258066,
            0.0018194707610086568,
            0.0017606749177736848,
            0.0016316268340377353,
            0.0015378927137274687,
            0.0014847118950788508,
            0.0011907728046159478,
            0.0011765499942755298,
            0.001142418831473494,
            0.0011204257237762904,
            0.0010938073548539193,
            0.0010377691729324989,
            0.0007154801617507973,
            0.0006481585913134761,
            0.0005893807760592861,
            0.00040734339720943955,
            0.00028997516415067915,
            0.00023817243599468614,
            0.00019740366753898342,
            0.00018667954262565654,
            0.00014268614817496792,
            9.621380660562925e-05,
            6.033430685795969e-05,
            5.36676059414288e-05
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 81.73913043478261,
            "precision": 19.047619047619044,
            "recall": 26.666666666666664,
            "f1": 21.333333333333332
        },
        "selection": {
            "precision": 1.8707746236603868,
            "recall": 0.5988023952095809,
            "f1": 0.9069173171480631,
            "jaccard": 0.45677021666682716
        }
    }
}