{
    "significant_genes": {
        "Variable": [
            "PSMB1",
            "NAAA",
            "CT47A11",
            "TRRAP",
            "OR51M1",
            "IL3",
            "CALML5",
            "IRF8",
            "DUSP5P1",
            "SPATA31J1",
            "MYH2",
            "ELOVL5",
            "UNCX",
            "TRIM51",
            "TBC1D21",
            "GNPDA2",
            "UTS2B",
            "SEC1P",
            "CATSPER4",
            "AGAP5",
            "KRT38",
            "SSX2",
            "TKTL2",
            "RBMY1A3P",
            "NTN5",
            "MYBPH",
            "S100Z",
            "PITX2",
            "FBXO10",
            "AKAP4",
            "PCDHA4",
            "TMEM114",
            "TDRD1",
            "AIRE",
            "LGR6",
            "CHCHD5",
            "SMCO1",
            "STARD6",
            "TATDN2",
            "CLEC12B",
            "FAM47C",
            "FAM151B",
            "SNORA79",
            "KRT86",
            "OR14A16",
            "FREY1",
            "NUTM2A",
            "ZPLD1",
            "REN",
            "SLC5A8",
            "CDK6",
            "RCVRN",
            "GJC3",
            "B4GALNT2",
            "ARSH",
            "RAB9BP1",
            "ABTB3",
            "ZNF30",
            "PRR4",
            "LOC284009",
            "DAZ4",
            "DLL3",
            "MB21D2",
            "SCGB2B2",
            "CDKN2AIP",
            "PRM2",
            "CD207",
            "EN1",
            "WFDC9",
            "FBXO36",
            "SNORA3A",
            "TTTY3B",
            "RAG1",
            "CLTA",
            "LCNL1",
            "AHRR",
            "SNAR-C4",
            "RP1",
            "ATP6V0E2",
            "GAPDHS",
            "MYCL",
            "AKR1C8",
            "KRTAP25-1",
            "ATP6V1G3",
            "ST7-OT3",
            "MFSD2A",
            "TFDP3",
            "AADACL4",
            "ZNF330",
            "SPATA22",
            "SNORA59B",
            "RNASEH1",
            "CPB1",
            "ACSS1",
            "TSNAX-DISC1",
            "FAM66C",
            "NMBR",
            "TNK2",
            "DHX40P1",
            "HS6ST2",
            "LHFPL3",
            "EPHB6",
            "CHRNA9",
            "INSYN2A",
            "DNAAF6",
            "ATP13A5",
            "ABCC5",
            "RGS8",
            "SNORD103A",
            "TAAR9",
            "FAM136BP",
            "MSL1",
            "DUSP4",
            "KCNJ1",
            "RBMY3AP",
            "CTRB2",
            "HCRTR2",
            "PNPLA4",
            "ESD",
            "CIMAP1C",
            "PLSCR5",
            "NRN1L",
            "IFNW1",
            "FGF16",
            "SEC31A",
            "OR2T35",
            "BARHL1",
            "H4C11",
            "TLCD4",
            "RPL10L",
            "SPP2",
            "PLA2G5",
            "NPFFR2",
            "CLLU1",
            "LOC389705",
            "MUCL1",
            "APOL4",
            "SNAR-F",
            "INTS11",
            "QPCT",
            "OR4M2",
            "PRR25",
            "CHIT1",
            "RAB11FIP1",
            "SNORA65",
            "SAA2",
            "PIGR",
            "YAP1",
            "CACNA2D3",
            "CST11",
            "ZNF613",
            "C11orf16",
            "VAPA",
            "PLAC1",
            "SPDYC",
            "IER3",
            "SNORA2B",
            "ETS2",
            "TMEM143",
            "MTMR9",
            "HMG20B",
            "GCDH",
            "TTTY4C",
            "ZPBP",
            "HES6",
            "YWHAG",
            "KCNK7",
            "DRD1",
            "SLC14A1",
            "MORN1",
            "KRTAP4-4",
            "SLC38A7",
            "C9orf72",
            "STBD1",
            "MMAA",
            "TBX20",
            "ZNF114",
            "LINC01600",
            "NEK10",
            "TRIM44",
            "SPDYE6",
            "ZNF165",
            "BBS5",
            "NPSR1",
            "VWA3A",
            "MGC27382",
            "MEG8",
            "FAM157B",
            "CLC",
            "RNF220",
            "FAM227B",
            "RFPL3",
            "TUBB2A",
            "SLC7A3",
            "CBY2",
            "IL1RAPL1",
            "RPL23AP7",
            "KRTAP4-11",
            "LCE4A",
            "SYS1-DBNDD2",
            "NECAB2",
            "RIPK1",
            "DMC1",
            "RETN",
            "WEE2",
            "FAM25G",
            "KRT72",
            "ALKAL2",
            "ZP4",
            "PGBD3",
            "CXCL2",
            "USP54",
            "DEFB134",
            "SLPI",
            "SOST",
            "IL36G",
            "SPMAP2",
            "HDHD2",
            "ZNF320",
            "ECHDC3",
            "RAD23A",
            "OR13A1",
            "KCNK2",
            "GDNF",
            "PSORS1C3",
            "PPBP",
            "PRSS54",
            "FBXO24",
            "DEFB108B",
            "ASTL",
            "AATF",
            "SNORA49",
            "ZNF479",
            "GAGE8",
            "SLC10A7",
            "LINC02693",
            "CYP4A11",
            "ERC2-IT1",
            "SLC6A3",
            "SDHAP2",
            "GYPB",
            "RHOXF1",
            "ZC2HC1C",
            "COQ10A",
            "CX3CR1",
            "EYA2",
            "PMCH",
            "LOC283731",
            "MRPL42P5",
            "OR2A2",
            "SLC36A4",
            "ASNS",
            "MCUB",
            "NKX6-1",
            "METTL2B",
            "POU4F3",
            "H1-1",
            "PRR20B",
            "PATE2",
            "KRTAP19-2",
            "RBMY1B",
            "SNAR-A13",
            "OR2T29",
            "SNORA35",
            "SNAR-E",
            "SNAR-B2",
            "PRR20C"
        ],
        "Coefficient": [
            -3.421972869591543,
            -3.3316334409342265,
            -3.217959356470339,
            -2.329013342602772,
            -2.235580735199616,
            2.1077373349813002,
            1.9582445168471778,
            1.8151071358635376,
            1.6794079054955573,
            1.6319013973832088,
            -1.561350731650316,
            1.550814195949386,
            1.4340028311662025,
            1.4089020346522754,
            -1.3545664781523319,
            -1.3212008004902007,
            1.306548857799391,
            1.25583931941526,
            -1.2185293618550834,
            1.2106621817290517,
            -1.166304679662448,
            1.1405329596126985,
            -1.1042562205808504,
            -1.0767210760589576,
            1.0130490814561814,
            -0.9974857825955448,
            0.9958571102638241,
            -0.9950203311473647,
            0.9783729696177293,
            0.9670694219031238,
            -0.9400923478006381,
            0.9245040331864925,
            0.9102949883929529,
            0.9076610568434267,
            0.9010974718142079,
            -0.8983145357103414,
            -0.8936490143184499,
            0.8797347376544502,
            -0.8707438642504852,
            0.8681031496280236,
            -0.8556853109113409,
            -0.8426871999252553,
            0.8292046356156949,
            -0.813998369255354,
            0.8110438871888181,
            0.8085327540108322,
            0.7960815166679702,
            0.7943297756163884,
            0.7897553400517147,
            -0.7862589904257546,
            -0.785534842564092,
            -0.7751099109032129,
            -0.7726796821763701,
            0.7648161839304508,
            0.7549516054978807,
            -0.7381183978272611,
            -0.7320624918493391,
            -0.7306381796165996,
            -0.7268748656404902,
            -0.71379112634435,
            0.7020135150634301,
            0.6972622029802398,
            0.692763266978498,
            -0.676574470023381,
            0.6659774704207311,
            -0.6654476937283584,
            0.6585162084035879,
            -0.6565148608663768,
            -0.651006278259581,
            0.6437408237414174,
            0.6432320708989624,
            0.6342135957258411,
            -0.629224866450898,
            0.6263247102194649,
            -0.6189763115562003,
            0.6142212781694588,
            0.6136741372723157,
            0.6120023283472921,
            -0.5858923746263193,
            -0.5850041721150634,
            0.582879784851396,
            0.5787413917005186,
            0.5759087922764655,
            -0.5743468556435897,
            -0.5728181142690402,
            0.5649447695251788,
            -0.5603350208390163,
            -0.5584524088296464,
            -0.5575982951578166,
            -0.5478798502627207,
            -0.543929487034218,
            0.5377974652706804,
            -0.5288856521577802,
            0.5265196206135532,
            -0.5215346873138115,
            -0.5202260964336686,
            0.5170342278870839,
            0.5160231095812505,
            -0.5142149670419893,
            0.5103777336510558,
            0.5064737295936523,
            0.5057370959397587,
            0.5047148627925455,
            -0.49963411265844765,
            -0.49582242930061693,
            0.49028795037980777,
            0.4683971844354993,
            -0.4605629800738622,
            -0.4461450326683044,
            0.4357475842204907,
            0.43090325158679466,
            -0.4305432420786559,
            0.43042715042460805,
            -0.4296509169989043,
            -0.42657593199411853,
            -0.4241508399411846,
            0.4175767608361516,
            -0.4161359220282493,
            -0.4013335712901898,
            0.3891064891668425,
            0.3863860745923993,
            -0.3856405433716496,
            -0.3820186731407115,
            0.3792279967097461,
            -0.3659990253526357,
            0.3654167855487348,
            -0.35594883615852657,
            -0.35488985585412625,
            -0.35242800697019905,
            0.3453156890914523,
            -0.337406668045956,
            -0.3363586940461555,
            -0.33501834693386723,
            0.324629590664838,
            0.3235195056040265,
            0.3214760294622379,
            0.31360722264297225,
            0.3126436336259297,
            0.30910956033564535,
            0.3047924306230558,
            0.3002826456831555,
            -0.2983419360806305,
            -0.29284584297312527,
            0.2922694507705707,
            -0.2915673829427831,
            -0.28771756499613066,
            -0.2801289708882379,
            -0.2750917529591374,
            0.2703866322560411,
            -0.26674367883717004,
            0.2660955324436758,
            0.260951523006992,
            -0.26061919193025246,
            0.2582617743500684,
            0.2554104095271723,
            0.25517469987743313,
            -0.2518552680547561,
            0.2506436866043417,
            -0.24639694924702607,
            0.24245620243766355,
            -0.239235072914044,
            -0.2347548614443702,
            0.23130696269110376,
            0.22847379570203674,
            0.2127860858611777,
            -0.2097940026257821,
            0.20498391444468034,
            0.2041974349757109,
            0.20324084600772652,
            0.20108330977454034,
            -0.2007568910366208,
            0.20034227757912884,
            0.1991427064804996,
            -0.19773046155380586,
            -0.1974165324156818,
            -0.19695482413940138,
            0.19593071754244376,
            -0.1943925401034,
            0.19376616308220984,
            -0.193008769603883,
            -0.19192883915558662,
            0.1915242752851107,
            0.19126772740248452,
            -0.18705417031850105,
            0.18532918824315872,
            0.17769806841481145,
            -0.17516217953286095,
            0.17298485592421786,
            -0.1714267591732835,
            -0.1708019070636758,
            -0.1652805575219885,
            -0.16136729635962158,
            0.1554442924128659,
            -0.1535559355696943,
            0.1533938493557678,
            0.1506241115593176,
            -0.14612678544277857,
            -0.1447091349775158,
            0.14381871428132614,
            0.14181981972722843,
            0.14130638638629295,
            0.14055147229355963,
            -0.13795367234735795,
            0.1379010100069703,
            0.13219617896063746,
            -0.12966995655210967,
            -0.12913888898789871,
            -0.1286475068098833,
            0.12019553347683103,
            0.1177755503506379,
            -0.11152475946529987,
            0.10600776374670967,
            0.10582734445593336,
            -0.10516758275569602,
            -0.09452531639096823,
            0.08918112552744414,
            -0.08916386845198726,
            0.08845434523869629,
            0.0883144622557132,
            0.08762031433600558,
            -0.08403074194984479,
            0.08115563358612407,
            0.07806601687611689,
            -0.07803828121450473,
            -0.07757677456044018,
            0.07738111070276306,
            -0.0772536328971866,
            -0.07694990556235934,
            -0.07614148219942897,
            0.07599133431822562,
            0.07567185997531242,
            0.07469565825134149,
            0.07380606701868264,
            0.07014719379424932,
            -0.0694855856936968,
            0.0671956017884532,
            0.06323820877600841,
            0.06283563716714237,
            -0.062445464931341114,
            0.062257280689996024,
            -0.06121094283734867,
            -0.053412768136432705,
            0.050124492737808744,
            -0.045346885136152766,
            0.044663359248102406,
            -0.0350707257460084,
            -0.03345756009023975,
            -0.03333790377801228,
            0.029631206902120094,
            0.029518937677806972,
            -0.025882698456538112,
            -0.02493969656863022,
            -0.024795017927488092,
            -0.01857125020382215,
            0.016493486020684057,
            0.012833717330018438,
            -0.011856947953036545,
            -0.011636556490369937,
            -0.01087797021859679,
            0.004890104772312365,
            0.0027024018591321,
            -0.002236103062417211,
            -0.0009714112487394282,
            0.0008543849006320978,
            -8.849818549532165e-05,
            2.2944934257436305e-15,
            -1.529662283829087e-15
        ],
        "Absolute Coefficient": [
            3.421972869591543,
            3.3316334409342265,
            3.217959356470339,
            2.329013342602772,
            2.235580735199616,
            2.1077373349813002,
            1.9582445168471778,
            1.8151071358635376,
            1.6794079054955573,
            1.6319013973832088,
            1.561350731650316,
            1.550814195949386,
            1.4340028311662025,
            1.4089020346522754,
            1.3545664781523319,
            1.3212008004902007,
            1.306548857799391,
            1.25583931941526,
            1.2185293618550834,
            1.2106621817290517,
            1.166304679662448,
            1.1405329596126985,
            1.1042562205808504,
            1.0767210760589576,
            1.0130490814561814,
            0.9974857825955448,
            0.9958571102638241,
            0.9950203311473647,
            0.9783729696177293,
            0.9670694219031238,
            0.9400923478006381,
            0.9245040331864925,
            0.9102949883929529,
            0.9076610568434267,
            0.9010974718142079,
            0.8983145357103414,
            0.8936490143184499,
            0.8797347376544502,
            0.8707438642504852,
            0.8681031496280236,
            0.8556853109113409,
            0.8426871999252553,
            0.8292046356156949,
            0.813998369255354,
            0.8110438871888181,
            0.8085327540108322,
            0.7960815166679702,
            0.7943297756163884,
            0.7897553400517147,
            0.7862589904257546,
            0.785534842564092,
            0.7751099109032129,
            0.7726796821763701,
            0.7648161839304508,
            0.7549516054978807,
            0.7381183978272611,
            0.7320624918493391,
            0.7306381796165996,
            0.7268748656404902,
            0.71379112634435,
            0.7020135150634301,
            0.6972622029802398,
            0.692763266978498,
            0.676574470023381,
            0.6659774704207311,
            0.6654476937283584,
            0.6585162084035879,
            0.6565148608663768,
            0.651006278259581,
            0.6437408237414174,
            0.6432320708989624,
            0.6342135957258411,
            0.629224866450898,
            0.6263247102194649,
            0.6189763115562003,
            0.6142212781694588,
            0.6136741372723157,
            0.6120023283472921,
            0.5858923746263193,
            0.5850041721150634,
            0.582879784851396,
            0.5787413917005186,
            0.5759087922764655,
            0.5743468556435897,
            0.5728181142690402,
            0.5649447695251788,
            0.5603350208390163,
            0.5584524088296464,
            0.5575982951578166,
            0.5478798502627207,
            0.543929487034218,
            0.5377974652706804,
            0.5288856521577802,
            0.5265196206135532,
            0.5215346873138115,
            0.5202260964336686,
            0.5170342278870839,
            0.5160231095812505,
            0.5142149670419893,
            0.5103777336510558,
            0.5064737295936523,
            0.5057370959397587,
            0.5047148627925455,
            0.49963411265844765,
            0.49582242930061693,
            0.49028795037980777,
            0.4683971844354993,
            0.4605629800738622,
            0.4461450326683044,
            0.4357475842204907,
            0.43090325158679466,
            0.4305432420786559,
            0.43042715042460805,
            0.4296509169989043,
            0.42657593199411853,
            0.4241508399411846,
            0.4175767608361516,
            0.4161359220282493,
            0.4013335712901898,
            0.3891064891668425,
            0.3863860745923993,
            0.3856405433716496,
            0.3820186731407115,
            0.3792279967097461,
            0.3659990253526357,
            0.3654167855487348,
            0.35594883615852657,
            0.35488985585412625,
            0.35242800697019905,
            0.3453156890914523,
            0.337406668045956,
            0.3363586940461555,
            0.33501834693386723,
            0.324629590664838,
            0.3235195056040265,
            0.3214760294622379,
            0.31360722264297225,
            0.3126436336259297,
            0.30910956033564535,
            0.3047924306230558,
            0.3002826456831555,
            0.2983419360806305,
            0.29284584297312527,
            0.2922694507705707,
            0.2915673829427831,
            0.28771756499613066,
            0.2801289708882379,
            0.2750917529591374,
            0.2703866322560411,
            0.26674367883717004,
            0.2660955324436758,
            0.260951523006992,
            0.26061919193025246,
            0.2582617743500684,
            0.2554104095271723,
            0.25517469987743313,
            0.2518552680547561,
            0.2506436866043417,
            0.24639694924702607,
            0.24245620243766355,
            0.239235072914044,
            0.2347548614443702,
            0.23130696269110376,
            0.22847379570203674,
            0.2127860858611777,
            0.2097940026257821,
            0.20498391444468034,
            0.2041974349757109,
            0.20324084600772652,
            0.20108330977454034,
            0.2007568910366208,
            0.20034227757912884,
            0.1991427064804996,
            0.19773046155380586,
            0.1974165324156818,
            0.19695482413940138,
            0.19593071754244376,
            0.1943925401034,
            0.19376616308220984,
            0.193008769603883,
            0.19192883915558662,
            0.1915242752851107,
            0.19126772740248452,
            0.18705417031850105,
            0.18532918824315872,
            0.17769806841481145,
            0.17516217953286095,
            0.17298485592421786,
            0.1714267591732835,
            0.1708019070636758,
            0.1652805575219885,
            0.16136729635962158,
            0.1554442924128659,
            0.1535559355696943,
            0.1533938493557678,
            0.1506241115593176,
            0.14612678544277857,
            0.1447091349775158,
            0.14381871428132614,
            0.14181981972722843,
            0.14130638638629295,
            0.14055147229355963,
            0.13795367234735795,
            0.1379010100069703,
            0.13219617896063746,
            0.12966995655210967,
            0.12913888898789871,
            0.1286475068098833,
            0.12019553347683103,
            0.1177755503506379,
            0.11152475946529987,
            0.10600776374670967,
            0.10582734445593336,
            0.10516758275569602,
            0.09452531639096823,
            0.08918112552744414,
            0.08916386845198726,
            0.08845434523869629,
            0.0883144622557132,
            0.08762031433600558,
            0.08403074194984479,
            0.08115563358612407,
            0.07806601687611689,
            0.07803828121450473,
            0.07757677456044018,
            0.07738111070276306,
            0.0772536328971866,
            0.07694990556235934,
            0.07614148219942897,
            0.07599133431822562,
            0.07567185997531242,
            0.07469565825134149,
            0.07380606701868264,
            0.07014719379424932,
            0.0694855856936968,
            0.0671956017884532,
            0.06323820877600841,
            0.06283563716714237,
            0.062445464931341114,
            0.062257280689996024,
            0.06121094283734867,
            0.053412768136432705,
            0.050124492737808744,
            0.045346885136152766,
            0.044663359248102406,
            0.0350707257460084,
            0.03345756009023975,
            0.03333790377801228,
            0.029631206902120094,
            0.029518937677806972,
            0.025882698456538112,
            0.02493969656863022,
            0.024795017927488092,
            0.01857125020382215,
            0.016493486020684057,
            0.012833717330018438,
            0.011856947953036545,
            0.011636556490369937,
            0.01087797021859679,
            0.004890104772312365,
            0.0027024018591321,
            0.002236103062417211,
            0.0009714112487394282,
            0.0008543849006320978,
            8.849818549532165e-05,
            2.2944934257436305e-15,
            1.529662283829087e-15
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 92.88888888888889,
            "precision": 93.04307116104869,
            "recall": 99.76470588235294,
            "f1": 96.27738040164643
        },
        "selection": {
            "precision": 0.08733624454148471,
            "recall": 1.1111111111111112,
            "f1": 0.16194331983805668,
            "jaccard": 0.0813008130081301
        }
    }
}