participant_id image_modality approximate_numeracy precise_numeracy aphasia_quotient lesion_volume age education_years FA1_factor1_score FA1_factor2_score FA2_factor1_score FA2_factor2_score sub-001 research_MR -1.562786961 -1.029665281 63.8 0.269375153 74 21 -2.29490185 -2.357407593 n/a n/a sub-002 research_MR -1.05211506 -0.179662687 87.4 0.015697458 75 16 -0.320331736 -1.31226703 n/a n/a sub-003 research_MR -1.690454936 -0.698103985 92.1 0.063740187 80 21 -0.195178153 -1.926000399 n/a n/a sub-004 research_MR 0.352232667 0.152657349 91.5 0.17188191 60 16 0.041754343 0.462341147 n/a n/a sub-005 research_MR 0.352232667 0.11173137 99.5 0.00307818 74 12 0.41226059 0.156080755 0.438157411 0.311505564 sub-006 research_MR -0.669111135 -2.079269708 78.4 0.427203271 67 12 -2.69557096 -0.417739491 -3.675228881 -0.395445547 sub-007 research_MR 0.224564692 0.403125427 99.6 0.038058452 52 18 0.36300819 0.284108061 n/a n/a sub-008 research_MR 0.990572543 0.403125427 100 0.026895554 58 18 0.469815467 1.031050551 0.39301749 0.528036321 sub-009 research_MR -0.413775184 0.403125427 99 0.000165134 79 16 0.393066624 -0.521152063 n/a n/a sub-010 research_MR -0.030771258 0.403125427 97.8 0.000630866 25 16 0.463941882 -0.009556213 0.334436431 0.554739238 sub-011 research_MR -0.158439234 -0.346173576 100 0.001510646 63 16 n/a n/a n/a n/a sub-012 research_MR -3.350138614 -0.947168576 95.3 0.045938324 63 12 -0.181646106 -4.53718217 n/a n/a sub-013 research_MR -1.307451011 0.403125427 84.11578947 0.120937829 72 22 -0.329146569 -0.98636976 n/a n/a sub-014 research_MR 0.479900642 0.153359092 95.87894737 0.145941088 58 16 0.230526759 0.544995547 n/a n/a sub-015 clinical_MR -2.584130763 -1.078642088 66.29473684 0.045528741 75 13 -1.934972155 -3.4709356 n/a n/a sub-016 research_MR -1.179783035 0.303768326 70.71052632 0.193848295 62 16 -1.222277414 -0.940956051 n/a n/a sub-017 research_MR -0.286107209 0.403125427 100 0.010968943 79 13 0.504222656 -0.363170359 n/a n/a sub-018 research_MR 0.990572543 0.403125427 97.4 0.002840013 41 12 0.418107571 1.097081602 n/a n/a sub-019 clinical_MR 0.479900642 0.403125427 99.6 0.003035292 63 13 0.372143711 0.222171127 n/a n/a sub-020 research_MR 0.607568618 0.403125427 99.6 0.000199422 76 14 0.461555874 0.390082517 n/a n/a sub-021 research_MR 1.245908494 0.114796984 91.4 0.278417578 54 12 n/a n/a n/a n/a sub-022 research_MR -2.073458862 -0.838679534 90.75789474 0.161779987 65 18 0.008427103 -2.043267924 n/a n/a sub-023 research_MR -0.158439234 -1.949040887 81.46842105 0.003627641 60 12 -0.668338276 -0.741503729 n/a n/a sub-024 research_MR 1.118240518 0.403125427 100 0.001336891 49 14 0.527938615 1.154724876 0.445656938 0.338323388 sub-025 research_MR 0.990572543 0.403125427 99.2 0.003468021 65 16 0.458342511 0.7875674 0.445656938 0.338323388 sub-026 research_MR 0.607568618 0.403125427 91.7 0.024603406 58 18 n/a n/a -0.060489625 0.060003327 sub-027 research_MR -0.158439234 0.403125427 99.4 0.005492594 46 14 0.440407412 -0.313318459 n/a n/a sub-028 research_MR 0.735236593 0.403125427 96.9 0.005548576 73 12 0.216853831 0.759221068 n/a n/a sub-029 clinical_MR 1.373576469 0.403125427 99 0.00135588 71 14 0.466367437 1.211768314 n/a n/a sub-030 research_MR 0.862904568 0.053300248 95.6 0.032424576 48 16 0.157338846 0.890887205 n/a n/a sub-031 research_MR 1.245908494 0.403125427 87 0.085961548 59 18 0.049789924 1.184725016 0.07741198 0.210508914 sub-032 research_MR -0.158439234 0.403125427 95.5 0.043977274 51 16 0.191577126 -0.22358388 -0.079814359 -0.497681002 sub-033 research_MR 0.735236593 0.153359092 91.3 0.192238202 58 18 -0.026678917 0.699873642 n/a n/a sub-034 research_MR -0.541443159 0.403125427 99.6 0.012631598 53 14 0.456250847 -0.300087505 0.12946819 -0.085873216 sub-035 research_MR -1.818122912 -0.338445122 96.3 0.013535374 72 16 0.20446361 -1.585048284 n/a n/a sub-036 research_MR -0.286107209 0.153359092 98.4 0.00036368 64 14 0.438339305 -0.003454345 n/a n/a sub-037 research_MR -0.030771258 0.153359092 95.78947368 0.000187428 66 14 0.296681728 -0.001385383 n/a n/a sub-038 research_MR -0.79677911 0.403125427 98 0.019435686 59 13 0.483369912 -0.432148817 n/a n/a sub-039 research_MR -0.286107209 0.403125427 98.6 0.045420349 55 12 0.379289185 -0.151890935 0.411030525 0.163910449 sub-040 research_MR -0.030771258 -0.195764343 93.1 0.004097946 60 14 0.050108847 0.052333097 n/a n/a sub-041 research_MR -1.05211506 -0.375061372 88.2 0.026064024 64 12 n/a n/a n/a n/a sub-042 research_MR 0.360743865 -0.34687532 92.8 0.000510225 60 16 0.200256765 0.183304262 0.378865882 0.471277848 sub-043 research_MR 0.735236593 0.403125427 92.8 0.012594119 56 14 0.271546631 0.908461666 n/a n/a sub-044 research_MR -3.605474565 -1.098279553 92.2 0.002203458 60 9 -0.261097016 -3.61785445 n/a n/a sub-045 research_MR 1.118240518 0.403125427 100 0.001312586 59 12 0.530194152 1.126988985 n/a n/a sub-046 research_MR 0.862904568 0.11173137 98.97777778 0.006748895 55 12 0.331290951 0.723860845 n/a n/a sub-047 clinical_MR 1.373576469 -0.179662687 99.4 0.024682598 52 21 0.392671388 1.131774522 -0.047631135 0.580369079 sub-048 clinical_MR -1.307451011 0.403125427 96.4 0.034225964 47 12 0.314255588 -1.050985753 n/a n/a sub-049 clinical_MR -1.05211506 -0.430130765 100 0.001075138 61 13 0.451913656 -0.909874655 n/a n/a sub-050 research_MR -0.286107209 0.403125427 99.8 0.000146395 72 21 0.470525443 -0.182308945 0.484673093 -0.006549473 sub-051 research_MR -0.79677911 0.11173137 94.38947368 0.000342511 66 13 0.280835869 -0.697741703 -0.00821644 -0.862790009 sub-052 research_MR 0.096896717 0.403125427 92.6 0.040302909 65 14 0.234913446 -0.009657156 0.431410287 -0.202025261 sub-053 clinical_CT 0.479900642 -3.846778152 24.62105263 0.265476297 59 16 -5.852346482 0.644211585 n/a n/a sub-054 clinical_MR 0.224564692 0.403125427 97.6 0.001602806 80 16 0.266950458 0.39036721 0.472361045 0.011816673 sub-055 clinical_MR 0.735236593 0.153359092 100 0.000845244 31 16 0.518841986 0.674246093 0.348140839 0.353472793 sub-056 research_MR -0.030771258 -0.096407242 93.8 0.040101677 51 14 0.287655009 0.093522562 n/a n/a sub-057 clinical_MR 1.373576469 0.153359092 95.6 0.019648754 29 16 0.345029405 1.257330695 0.202911384 -0.028245377 sub-058 research_MR -0.541443159 0.153359092 98.4 0.000583003 67 14 0.360987209 -0.461988545 0.468129303 0.062876189 sub-059 research_MR 0.479900642 0.054001992 95.6 0.000684938 59 18 0.282976072 0.677070744 n/a n/a sub-060 research_MR 0.607568618 0.403125427 98.7 0.017622756 67 16 0.424713875 0.78302089 0.412903458 0.286041284 sub-061 research_MR 0.479900642 -0.096407242 99.6 0.002591099 62 14 0.488287144 0.462052371 0.327360627 0.526360001 sub-062 clinical_MR -0.286107209 -1.143105707 91.28983051 0.073085869 70 14 -0.687441357 -0.738587174 n/a n/a sub-063 clinical_MR -1.945790887 -0.096407242 96.7 0.002584724 78 14 0.215128977 -1.598429116 0.478292242 0.144201808 sub-064 clinical_MR 0.479900642 -0.34687532 96.2 0.001077321 82 18 0.237285029 0.50037626 0.388595612 0.499776206 sub-065 research_MR 0.352232667 0.403125427 95 0.059360226 76 13 0.267481628 0.395700145 0.229880239 0.745261534 sub-066 clinical_MR 0.990572543 0.153359092 97.4 0.004283806 50 11 0.384450138 1.01269453 0.347909285 0.244431845 sub-067 research_MR 0.096896717 0.403125427 98.8 0.051836975 62 16 0.416929331 0.27458757 n/a n/a sub-068 research_MR 1.245908494 0.403125427 99.8 0.000234977 80 21 0.453861354 1.315472807 0.39301749 0.528036321 sub-069 research_MR 1.118240518 0.403125427 98.8 0.001453483 60 18 0.403092679 1.179232224 0.413021635 0.532444967 sub-070 research_MR -0.030771258 0.403125427 100 0.000980991 77 22 0.536955426 -0.074861319 0.439983407 0.318829167 sub-071 research_MR 0.352232667 0.054001992 97.1 0.145527632 62 12 0.156469908 0.528034386 -0.019473994 -0.363416255 sub-072 clinical_MR 0.096896717 0.153359092 98.9 0.001043826 71 14 0.385025708 0.184371029 0.226344513 -0.312494964 sub-073 clinical_MR 0.735236593 0.153359092 92.8 0.003491489 52 12 -0.070558773 0.708933122 0.134469449 -0.232514492 sub-074 clinical_MR 1.373576469 0.403125427 95.2 0.006083079 48 13 0.174736154 1.496472266 0.393591106 0.272743358 sub-075 research_MR 0.096896717 0.403125427 96 0.000700019 78 18 0.41473188 0.238450844 0.333254279 0.360127787 sub-076 research_MR 0.607568618 0.403125427 97.8 0.000666498 61 16 0.47051437 0.735221369 0.320284823 0.497980765 sub-077 research_MR 1.118240518 0.403125427 97.4 0.000217274 58 12 0.428173228 1.139879138 0.304704789 0.579478814 sub-078 research_MR 0.352232667 0.403125427 94.2 0.004532331 72 18 0.267907867 0.506531654 0.262246185 0.5716007 sub-079 research_MR 0.352232667 0.153359092 99.4 0.000885135 66 14 0.436046221 0.366323812 0.530548402 -0.526334992 sub-080 research_MR -0.030771258 0.403125427 99.3 0.020498654 64 14 0.374743023 -0.151044269 0.115943067 -0.326977723 sub-081 research_MR -0.030771258 -0.346173576 92.06842105 0.080186158 59 12 -0.19712171 -0.322756838 -2.283898927 0.265754768 sub-082 research_MR 0.224564692 0.403125427 98.75555556 0.001417731 71 13 0.46420677 0.398620762 0.39301749 0.528036321 sub-083 research_MR 0.224564692 0.153359092 99.2 0.005025272 75 16 0.460007704 0.348172458 0.471216438 0.115822571 sub-084 research_MR -0.286107209 -1.632162756 43.3 0.022968773 50 14 -4.126736896 0.114320819 -4.340379353 -2.234177458 sub-085 clinical_MR -0.286107209 0.153359092 97 0.00805715 72 14 0.289809969 -0.264441577 0.353927924 -0.124153403 sub-086 research_MR -0.79677911 0.403125427 97.6 0.063443893 59 16 0.322627718 -0.699470032 0.334033491 0.461397389 sub-087 clinical_MR 0.990572543 -0.097108985 96.4 0.001910691 63 12 0.212718462 1.026406521 0.10588819 0.333144382 sub-088 research_MR -0.669111135 -0.096407242 95.7 0.000231943 81 16 0.33540669 -0.600871189 0.418556762 -0.673624587 sub-089 research_MR 1.373576469 0.403125427 97.6 0.005506953 52 18 0.429048476 1.266079902 0.39301749 0.528036321 sub-090 research_MR -0.030771258 0.403125427 87.4 0.082553962 74 13 -0.032792669 0.27589492 -0.27912242 -0.482479899 sub-091 research_MR -0.030771258 0.403125427 99 0.001917394 72 14 0.372008632 -0.141395871 0.196554893 0.148736094 sub-092 clinical_CT 0.352232667 0.153359092 97.2 0.040964647 36 16 0.291512042 0.353233606 -0.248207828 0.623898428 sub-093 research_MR -2.328794812 -0.245442893 77.14736842 0.25119911 60 16 -0.864602099 -1.918243372 -1.672784489 0.094345508 sub-094 clinical_MR 0.096896717 0.403125427 97 0.000777614 76 22 0.179586104 0.292227678 0.373464668 0.295593353 sub-095 research_MR -0.541443159 0.152657349 96.8 0.063768401 69 12 0.284365993 -0.84514809 0.391774153 -0.323167119 sub-096 clinical_CT 1.118240518 0.153359092 95.2 0.017139975 65 14 0.319432434 1.128057144 0.259162149 0.57209618 sub-097 clinical_MR 0.479900642 0.152657349 97.2 0.012169006 66 16 0.247514196 0.616847029 -0.119544702 0.570356855 sub-098 research_MR -0.413775184 0.403125427 95.8 0.001734171 33 14 0.337425674 -0.109400236 0.551775814 -0.441197282 sub-099 research_MR 1.118240518 0.153359092 78.8 0.039760887 41 16 -0.514015613 1.325367923 0.148364849 0.527317148 sub-100 research_MR 0.224564692 -0.347577063 94.2 0.077220981 61 12 0.102008093 0.257063791 -0.265382039 -0.188579419 sub-101 research_MR -0.286107209 0.403125427 98 0.027716607 50 18 0.324914871 -0.112477268 0.400942177 0.078983712 sub-102 research_MR -1.307451011 -2.240154562 37 0.399729927 32 16 -4.554869707 -1.695775184 -4.255093764 -7.386791219 sub-103 clinical_MR 0.224564692 0.403125427 96.3 0.001183841 61 16 0.290122182 0.420928069 0.34850714 -0.082700939 sub-104 research_MR 0.479900642 -0.097108985 98.7 0.01817342 56 14 0.334580574 0.451012602 0.289059302 0.187908427 sub-105 research_MR n/a n/a 99.2 0.000245526 59 16 n/a n/a 0.412326682 0.35331445