participant_id age sex group years_of_education neurological_diseases_1 tmt_a_time tmt_b_time facit_f_FS hads_a_total_score hads_d_total_score psqi_total_score moca pvt_reaction_time nback_miss_1 group_Fatigue alpha_peak_power_Pre theta_peak_power_Pre alpha_peak_power_Post theta_peak_power_Post bad_trials bad_channels bad_segments sub-OS29RV 38 F withPCS 16 yes 26.03 48.46 24 6 13 11 29 0.345593982 12 clinically relevant fatigue 0.00606151255581553 0.00458980938943136 0.00983833274515552 0.0171556262242113 7 24 20 sub-KE35YZ 27 M withPCS 19 yes 25.6 66.06 45 7 1 11 29 0.451263873 9 no clinically relevant fatigue 0.00224469725418789 0.00255005537824794 0.0123617528580583 0.033293894240618 3 31 20 sub-ES88IC 55 M withoutPCS 12 yes 22.48 61.26 44 1 1 4 27 0.313181575 8 no clinically relevant fatigue 0.00396160691476331 0.00348551633412723 0.0381705816581773 0.0330947821562597 5 35 13 sub-HZ69IS 42 F withoutPCS 18.5 no 22.07 34.25 32 7 3 6 29 0.268199352 6 no clinically relevant fatigue 0.00459623496282145 0.00422998901379039 0.0561717826491286 0.0625663131321543 3 41 30 sub-DN06UL 59 F withPCS 17.5 no 26.19 51.22 28 11 7 13 26 0.267693162 1 clinically relevant fatigue 0.00044250631018334 0.00101925464648463 0.0181054667694829 0.0270829140638882 6 40 33 sub-OJ68IJ 29 M withoutPCS 22 no 15.72 37.53 39 12 0 11 29 0.364903864 7 no clinically relevant fatigue 0.00055203620470115 0.00066265247237681 0.00767544489548806 0.0300727122478827 5 41 19 sub-WU64FY 43 F withPCS 16 no 27.47 48.37 19 2 3 6 28 0.346928338 13 clinically relevant fatigue 0.0152581431522596 0.00972367789172656 0.0438563091221442 0.0473422789098331 2 30 22 sub-BE71AY 55 M withPCS 12 no 19.75 46.85 24 9 9 13 28 0.286629585 7 clinically relevant fatigue 0.00554144779029146 0.00447373066810667 0.0135693352277604 0.0122930163823641 3 36 18 sub-YF48OZ 61 F withPCS 16 yes 21.5 45.53 32 6 2 6 28 0.29992191 20 no clinically relevant fatigue 0.00088046677637795 0.00184303924492805 0.0220839806282868 0.0503010979412533 2 41 31 sub-PT57VV 32 F withoutPCS 16 no 13.72 27.91 43 6 1 6 30 0.297935323 11 no clinically relevant fatigue 0.0042621371507924 0.00195564051943636 0.00616114713157898 0.0327235459313118 3 38 30 sub-GP05RQ 45 F withoutPCS 15 no 18.81 48.91 44 5 7 4 28 0.277065811 6 no clinically relevant fatigue 0.00095662523385988 0.0013263651205441 0.00889610485186888 0.031716556972676 9 37 22 sub-BD45SY 53 F withPCS 19 yes 35.65 80.28 n/a 9 8 11 29 n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a sub-TV88WC 41 F withPCS 15 no 19.82 59.72 30 10 14 15 28 0.349667203 20 clinically relevant fatigue 0.00180269132688851 0.00130713020863969 0.040562003713854 0.0490910057307967 1 42 25 sub-HP82NG 44 F withPCS 13 yes 32.94 60.47 31 10 5 8 28 0.290997661 9 no clinically relevant fatigue 0.00709582800126563 0.00472513871228552 0.0131969156039959 0.0919646918001751 3 39 32 sub-CW59OU 30 F withPCS 12 no 17.06 47.12 42 4 3 9 27 0.300497585 13 no clinically relevant fatigue 0.00378428331642463 0.00294884766085006 0.0240447407965503 0.0443081621973467 9 43 24 sub-EH29RJ 40 F withPCS 13 yes 22.57 41.62 22 13 12 14 28 0.364813426 7 clinically relevant fatigue 0.00105764744918793 0.00500542656822009 0.0122272639958252 0.0232494017394895 6 41 11 sub-LB95LT 41 M withoutPCS 14 no 22.66 35.5 39 4 4 4 26 0.283863055 11 no clinically relevant fatigue 0.00820839480275234 0.00465452719346696 0.0410259408758789 0.0334386099042628 8 40 29 sub-NQ52HN 28 F withoutPCS 15 yes 21 47.88 22 9 12 11 28 0.267289881 4 clinically relevant fatigue 0.00213042538506665 0.00462561842736626 0.0169463919270327 0.0505202519795919 3 45 30 sub-SO70WK 48 F withoutPCS 16 yes 39.38 64.75 21 11 8 6 28 0.431251184 9 clinically relevant fatigue 0.002447591450349 0.00244147399908533 0.0200138304772079 0.0399039067111895 2 37 29 sub-GO69FN 63 F withPCS 17 no 39.31 73.03 n/a n/a n/a n/a 23 0.361042884 18 n/a 0.00493573861161948 0.00419447962255365 0.0220510956305748 0.0269029606700853 4 45 20 sub-GJ45PX 60 M withoutPCS 20 yes 21 54.53 52 2 4 3 29 0.273380235 1 no clinically relevant fatigue 0.00565696733233851 0.00549133342446236 0.0675633091782274 0.0954231172146489 3 38 21 sub-UW32YG 59 M withPCS 14 no 24.79 41.82 16 14 13 11 24 0.289734708 16 clinically relevant fatigue 0.00073184518289644 0.00164524631168842 0.00473112541701375 0.033778008519993 3 48 21 sub-VZ86BP 42 M withPCS 19 no 37.28 63.87 35 7 8 11 27 0.361697834 7 no clinically relevant fatigue 0.00130685829478977 0.00166906476384697 0.0196080686918049 0.0547472359435562 2 39 20 sub-MS73OG 54 M withoutPCS 13.5 no 21.31 68.56 41 1 1 3 27 0.305550499 1 no clinically relevant fatigue 0.00403617802595003 0.00361419465177387 0.00675697139310919 0.0247152417945576 6 39 27 sub-DA73YP 26 F withoutPCS 12 no 19.63 31.82 46 1 2 4 27 0.302881526 8 no clinically relevant fatigue n/a n/a n/a n/a n/a n/a n/a sub-XV37CD 66 M withoutPCS 16 no 30.47 39.41 48 4 2 5 28 0.327846788 4 no clinically relevant fatigue 0.00062544381434858 0.00090543170415214 0.0498033070315115 0.0860647004450645 6 25 22 sub-TL50JT 53 M withoutPCS 13 no 19.72 38.35 33 7 7 6 28 0.350166938 5 no clinically relevant fatigue 0.0017220206146477 0.0022124397715745 0.0316530394646085 0.0561128531384959 11 35 29 sub-KY67NU 57 F withPCS 13 no 35.28 108.78 39 1 2 8 24 0.501663853 20 no clinically relevant fatigue 0.00373846618926353 0.00282189646327263 0.0211531740074758 0.0223668205113732 5 33 16 sub-MB58HL 44 F withPCS 16 no 19.37 59.28 25 9 11 n/a 25 0.420255747 11 clinically relevant fatigue 0.0163550998684943 0.0121636982387623 0.0262275417385664 0.0210973359356684 4 33 16 sub-ZD46AH 54 F withoutPCS 19 no 22.81 47.25 35 11 5 n/a 29 0.269981287 6 no clinically relevant fatigue 0.00418783750465616 0.00231543109374647 0.00934332492280537 0.0273320798507638 3 41 30 sub-HJ87RU 64 M withPCS 11 no 27.31 68.47 44 3 4 6 28 0.287162103 7 no clinically relevant fatigue 0.00258669286217674 0.00306354606200173 0.0606398865821781 0.0545174499644165 3 39 31 sub-IG69JX 44 F withPCS 18 no 34.85 53.72 42 7 9 9 28 0.297443175 4 no clinically relevant fatigue 9.75512357184109e-05 0.00194547483654963 0.00627633099438881 0.0477766729906201 4 46 22 sub-VW90YS 29 M withoutPCS 15 no 17 40.41 48 1 2 2 28 0.281936084 2 no clinically relevant fatigue 0.00205427816270238 0.00226161949009688 0.00636470206395829 0.0372605676574429 2 33 26 sub-JU58TZ 77 F withoutPCS 11 no 32.07 112.94 48 5 3 4 n/a 0.309542799 7 no clinically relevant fatigue 0.00361767560055496 0.00276902993749862 0.0514873394972853 0.104870222893947 4 32 21 sub-GY69TX 68 F withoutPCS 10 no 35.67 51.84 51 0 0 3 26 0.341921858 10 no clinically relevant fatigue 0.00281728285988281 0.000844808350959 0.0512177842163563 0.0830354141017928 1 39 16 sub-YI84WN 22 F withPCS 15 no 22.06 38.03 8 11 10 8 29 0.333382973 11 no clinically relevant fatigue 0.00337310468648441 0.00426754777396739 0.0245641502888001 0.0313112621760399 2 40 16 sub-NF09JQ 25 F withoutPCS 14 no 21.19 35.65 42 7 5 4 26 0.329395369 8 no clinically relevant fatigue 0.00242610046866557 0.00256891498213468 0.0228149717327385 0.029124995381038 2 32 26 sub-ZQ94GU 46 M withPCS 15 yes 24.4 40.68 46 6 3 5 28 0.265625619 1 no clinically relevant fatigue 0.00205679839812309 0.00272454677779277 0.0225788305021307 0.0495278098369339 4 47 21 sub-ZI35RQ 55 M withPCS 12 yes 26.88 101.94 16 9 10 14 22 0.295418443 20 clinically relevant fatigue 0.00108392200528076 0.00080819848921948 0.0143703408902649 0.028460731427407 6 36 30 sub-EY32YN 65 F withPCS 11 yes 36.34 63.79 14 6 10 13 27 0.426762937 15 clinically relevant fatigue 0.00699530961780843 0.00299616421729378 0.00881727195270855 0.0128772487297821 9 29 20 sub-AB39AE 54 M withPCS 16 no 26.4 61.44 28 2 2 3 26 0.297097031 3 clinically relevant fatigue 0.00532015690550095 0.00462564747166083 0.0163314072598078 0.0357865197976767 7 28 26 sub-UY76YU 61 F withPCS 13 no 30.06 47.22 41 6 1 11 26 0.360118445 8 no clinically relevant fatigue 0.00240845434445833 0.00239709351680199 0.0142500822233627 0.0298014060319292 4 36 13 sub-MR95GI 58 F withPCS 16 no 18.28 36.25 30 1 1 n/a 30 0.277575831 4 clinically relevant fatigue 0.0009392604926317 0.00066503546007479 0.0248980383780391 0.0887957227094092 3 41 32 sub-PQ44HU 64 F withPCS 18 no 50.72 58.79 48 6 3 4 29 0.301464083 1 no clinically relevant fatigue 0.00179784366934171 0.00135283973756041 0.0286254665025225 0.0771026777622549 1 41 22 sub-GT10AB 57 M withoutPCS 20 no 22.03 46.44 50 1 2 3 29 0.281810978 2 no clinically relevant fatigue 0.00293075182021033 0.00229422777499577 0.0260738077836309 0.0349335009411194 6 39 19 sub-QB70CR 60 F withPCS 13 yes 43.25 87.29 31 14 6 18 26 0.301622107 9 no clinically relevant fatigue 0.00028927327240473 0.00071176949963398 0.0114127103325077 0.0103332260826782 4 39 12 sub-BE89FJ 56 M withoutPCS 16 no 25.22 55.06 51 1 0 3 26 0.352060957 18 no clinically relevant fatigue 0.00174940428691072 0.00116300850521447 0.00535902974818651 0.0172275737787367 2 42 29 sub-JF23CW 49 F withPCS 14 no 19.59 43.03 22 5 7 5 29 0.31788107 8 clinically relevant fatigue 0.00242408332091208 0.00171343569578172 0.00772660912728635 0.0117385445379048 4 44 29 sub-CP16CI 65 F withPCS 12 no 18.91 51.16 31 6 7 7 26 0.324975631 6 no clinically relevant fatigue 0.00171156356397549 0.00075310836970957 0.0156507202008396 0.0233890429174323 3 41 14 sub-GI31VZ 62 F withoutPCS 13 no 35.13 64.22 46 2 n/a 7 26 0.306018736 7 no clinically relevant fatigue 0.00072571488773268 0.00112832815479101 0.0414573706967973 0.0710667358584592 4 35 16 sub-LI64KA 56 F withPCS 12 no 18.41 53.31 30 5 2 7 30 0.326743141 6 clinically relevant fatigue n/a n/a n/a n/a n/a n/a n/a sub-SL14QL 62 M withPCS 16.5 no 30.78 74.47 41 2 4 7 23 0.360760996 15 no clinically relevant fatigue 0.00050993703970134 0.00113015717764548 0.019399632767396 0.0668764509952088 1 40 22 sub-CY15CS 36 F withPCS 14 yes 16.91 35.97 32 11 7 4 30 0.35363071 17 no clinically relevant fatigue 0.00027110387684887 0.00160652525027907 0.0176987747984944 0.0311118878961633 4 28 17 sub-YR05JH 67 M withoutPCS 18 no 27.28 57.85 49 2 0 5 26 0.344438366 7 no clinically relevant fatigue 0.00178932295338954 0.00108100410105258 0.0377479127297333 0.0508599776157715 3 46 30 sub-JZ35TT 56 F withPCS 13 yes 21.9 55.56 35 10 4 13 27 0.284709859 6 no clinically relevant fatigue 0.00273072610460625 0.00358225201507462 0.0137942803669515 0.0217904558430564 6 47 24 sub-IP76JQ 40 F withPCS 15.5 no 26.53 45.44 44 8 2 3 27 0.33588298 5 no clinically relevant fatigue 0.00410557615326857 0.00069344519616013 0.0154577853825481 0.0287565267571382 4 37 28 sub-RH29WK 58 M withPCS 15 yes 24.94 59.47 30 10 10 11 27 0.380044563 17 clinically relevant fatigue 0.00043432571422466 0.00276951615937737 0.00220549049044436 0.0241436158737011 5 38 18 sub-QL12MM 62 F withPCS 12 yes 28.81 60.06 17 14 11 9 27 0.334169577 18 clinically relevant fatigue 0.00072321814839422 0.00171739741920233 0.0342286745680462 0.0423413401333193 3 40 23 sub-SV94DR 26 M withoutPCS 18 no 13.84 26.06 48 1 0 4 30 0.269768554 4 no clinically relevant fatigue 0.00053646986482752 0.00084089766287438 0.00159507950566096 0.0193947677450277 2 46 33 sub-AP04BR 56 M withPCS 12.5 no 35.56 59.19 24 14 10 18 26 0.285087693 5 clinically relevant fatigue 0.00914072972050417 0.00866834583679023 0.0268336380557289 0.0213346902465473 9 37 23 sub-LO24FP 63 M withoutPCS 16 no 16.37 40.65 46 6 2 3 26 0.261001272 2 no clinically relevant fatigue 0.00125105055252281 0.00213699584560641 0.0471095481247771 0.0640185294654277 5 37 29 sub-ZO22NA 42 F withoutPCS 13 no 25.16 46.71 47 3 0 13 26 0.302489906 4 no clinically relevant fatigue 0.00108051711908972 0.0023163299003188 0.0961009746639936 0.160273629292867 4 31 15 sub-XA37LM 44 F withoutPCS 24 no 17 40.53 27 6 3 12 30 0.262419548 11 clinically relevant fatigue 0.00073162354378548 0.00189939522921769 0.0369076683439144 0.107377530708293 2 45 17 sub-JJ76RQ 55 F withPCS 15 no 20.15 38.03 37 5 9 8 27 0.287745198 2 no clinically relevant fatigue 0.00139716501701767 0.00121367605261267 0.0225332303147823 0.0536437140071729 4 41 27 sub-TI47RE 40 M withoutPCS 21 yes 13.41 33.28 50 2 0 1 30 0.260366823 2 no clinically relevant fatigue 0.00211229456724787 0.00168157537172331 0.0149953472389992 0.0668134982239766 3 42 25 sub-RF99IK 58 M withPCS 12 no 24.62 87.87 27 9 7 6 25 0.34766053 15 clinically relevant fatigue 0.00064972570558647 0.00038669437120633 0.00675629632878341 0.021400931770548 3 41 29 sub-WF27WD 57 F withPCS 13 no 30.25 76.87 18 6 3 n/a 25 0.446616643 20 clinically relevant fatigue 0.00065865842470314 0.00083113933842491 0.00580191022891578 0.0107608158589764 3 40 24 sub-XC75DW 52 F withoutPCS 16 no 17.18 33.31 49 1 0 2 27 0.293495958 2 no clinically relevant fatigue 0.0007223143712227 0.00027658930420089 0.00946573351333212 0.0149097839361354 7 40 26 sub-JP73JY 56 M withPCS 14.5 no 38 89.22 19 6 3 5 25 0.444545514 20 clinically relevant fatigue 0.00964507160485445 0.00872016166196506 0.0125535334463755 0.0106068500653191 6 38 32 sub-FS38YD 43 M withoutPCS 13 no 19.5 42.97 52 1 n/a 4 28 0.259604543 7 no clinically relevant fatigue 0.00082562726734781 0.00082498876703307 0.0210961102692443 0.061423781167234 1 37 17 sub-OT54QX 50 F withoutPCS 14 no 13.69 34.28 46 4 0 5 29 0.286896075 3 no clinically relevant fatigue 0.00531091719945795 0.00183724175749562 0.00292412293050013 0.0243356314221129 8 36 25 sub-GO45OO 23 F withoutPCS 18 no 25.25 36.04 42 5 0 10 28 0.41451304 n/a no clinically relevant fatigue 0.00177120661021219 0.00177513663464295 0.0202339777063952 0.0259734387471692 4 40 12 sub-PS79EG 46 F withPCS 15 no 29.19 44.82 15 10 9 9 27 0.389177812 13 clinically relevant fatigue 0.0400366863638471 0.0412232285919263 0.0245851749917547 0.0228063918676778 3 30 29 sub-TP82JW 55 M withPCS 17.5 yes 31.97 77.65 23 4 19 n/a 30 0.32465105 12 clinically relevant fatigue 0.00673699599797599 0.00565306319159724 0.0721964446520494 0.0697178172090006 4 40 30 sub-BY53NN 76 M withPCS 17 no 43.88 68.66 52 3 0 1 22 0.33589846 10 no clinically relevant fatigue 0.00019330200655827 0.00122397999578045 0.0267499808305005 0.0445665313717707 3 44 31 sub-FR17HK 56 F withPCS 13 yes 41.07 50.78 48 4 1 2 30 0.295390761 7 no clinically relevant fatigue 0.0193180541218603 0.0179163497618881 0.0254669370777098 0.0317758573676676 5 31 33 sub-UY62WH 56 F withPCS 15.5 no 20.31 46.38 48 5 1 5 28 0.265736699 14 no clinically relevant fatigue 0.00162038506886538 0.00166240584847585 0.0795608611891765 0.0866532934150787 7 44 20 sub-JE06FH 49 M withPCS 13.5 no 30 46.84 22 9 9 5 28 0.503507025 n/a clinically relevant fatigue 0.0023011635821147 0.00427816704432052 0.00329437411583361 0.00714516257274416 1 37 29 sub-TF02OT 47 F withPCS 17 no 23.44 41.21 28 3 5 8 27 0.454476716 12 clinically relevant fatigue 0.020013574508083 0.0181245202334138 0.0155704179007914 0.00830165731728193 4 27 11 sub-AE31PW 54 F withoutPCS 16 yes 26.28 54.72 41 4 1 16 26 0.3092785 n/a no clinically relevant fatigue 0.00596045501682974 0.00380772893701558 0.0288924041048348 0.0494912004430495 4 33 30 sub-SJ20GF 46 F withPCS 14 yes 23.13 58.75 39 4 1 3 28 0.316477854 10 no clinically relevant fatigue 0.00075046454200346 0.00244443266445675 0.0171170022451579 0.0179596593078592 4 39 26 sub-LD46SB 56 M withoutPCS 13 yes 24.81 59.12 30 9 19 6 25 0.29831213 2 clinically relevant fatigue 0.00206668492448389 0.00359681905875871 0.0242320460257251 0.0993642047950668 2 39 36 sub-XD59WK 49 F withPCS 23 no 17.1 30.04 19 8 7 10 27 0.316301542 11 clinically relevant fatigue 0.00013662539129123 0.00076261546652873 0.0136420285651251 0.0161496228061996 5 44 22 sub-VA57SR 78 F withPCS 9 yes 48.16 164.34 25 12 10 5 25 0.362026199 16 clinically relevant fatigue 0.00410370206858404 0.00443747621626693 0.00975083014771919 0.050896646041992 3 37 33 sub-PC01BH 28 M withPCS 18 no 15.22 26.41 38 4 5 6 30 0.288748135 8 no clinically relevant fatigue 0.00057898688514337 0.00196595224235485 0.00575074421734776 0.0201029213368339 7 36 17 sub-ZT86HC 25 M withoutPCS 16.5 no 15.35 26 41 5 2 5 30 0.269342869 2 no clinically relevant fatigue 0.00028191176479564 0.00213158937827132 0.00810111814072109 0.0601748484360676 5 41 22 sub-VP57AL 33 M withoutPCS 13 no 22.02 47.65 49 2 4 2 28 0.283870413 15 no clinically relevant fatigue 0.00505527722919493 0.00417663807651901 0.00616025873654505 0.0276036766940856 4 34 21 sub-RU77WE 22 F withoutPCS 13 no 12.65 50.31 38 0 0 4 26 0.296758702 2 no clinically relevant fatigue 0.00460277077886337 0.0037030723130208 0.0441046511405255 0.121288539272296 3 34 6 sub-QZ88KW 25 M withoutPCS 18.5 no 20.72 47.78 52 1 0 1 26 0.298129958 17 no clinically relevant fatigue 0.0151375587452494 0.0131691579020152 0.012526671097476 0.0185233627556597 3 31 24 sub-ZD73MC 45 M withPCS 15 no 18.66 41.84 18 10 10 12 28 0.448352151 14 clinically relevant fatigue 0.0194658787815181 0.0190155108048097 0.01451406845065 0.0138036988760537 2 31 21 sub-GA59ZQ 56 F withPCS 16.5 no 27.91 41.63 34 7 1 9 28 0.341121981 10 no clinically relevant fatigue 0.00051169267941369 0.0009058014990811 0.0205244559774044 0.0205600675322076 6 34 21 sub-WU59MF 48 F withPCS 13 no 23.87 35.53 27 3 8 14 27 0.419617766 13 clinically relevant fatigue 0.00060344554228344 0.00070889550841648 0.00421054110495483 0.00870613973875071 3 42 33 sub-IH05BH 58 F withPCS 13 no 25.02 56.93 48 3 1 5 27 0.336524034 13 no clinically relevant fatigue 0.00175944108884214 0.00074031537723602 0.0444104440448747 0.0383999717419531 5 31 35 sub-NL97IH 43 F withPCS 17 no 26.09 50.19 26 8 6 10 28 0.312389733 17 clinically relevant fatigue 0.00224381404019195 0.00175573461056456 0.0258136882948081 0.0312316778296671 7 43 27 sub-YI30CH 56 F withPCS 13 no 23.94 51.88 12 12 7 13 27 0.285151843 8 clinically relevant fatigue 0.0014718265905591 0.00078589804664741 0.0241840666093957 0.0605107215257601 3 36 18 sub-BA86GM 57 F withPCS 18 yes 31.06 54.03 24 2 2 12 30 0.386246369 12 clinically relevant fatigue 0.00510545982217876 0.00133516165772533 0.0124194666182953 0.0125528767196506 7 28 22 sub-TN63ML 26 F withPCS 18.5 yes 18.16 37.19 27 7 7 6 26 0.351443427 7 clinically relevant fatigue 0.0066231262528067 0.00635362446610733 0.0029296655054913 0.0399596275595087 7 29 31 sub-YM39IL 55 F withPCS 15.5 no 24.41 46.38 10 6 8 18 28 0.63963939 15 clinically relevant fatigue 0.00651552404473157 0.00524440284346782 0.00488633352810199 0.00636037728016906 2 40 28