Covariates Estimate Std. Error z value Pr(>|z|) pFDR OR 2.5 % 97.5 %
T1w
Intercept 9.821 9.05 1.085 0.278 0.677 18416.46 0 930203252456
Age 0.077 0.039 1.976 0.048 0.234 1.08 1.001 1.165
Male -0.237 0.691 -0.343 0.731 0.87 0.789 0.204 3.056
Black -1.734 3.481 -0.498 0.618 0.864 0.177 0 162.224
Asian -3.201 3.04 -1.053 0.292 0.695 0.041 0 15.748
Other 0.923 2.827 0.326 0.744 0.87 2.517 0.01 641.327
Hispanic -2.404 1.929 -1.246 0.213 0.568 0.09 0.002 3.961
IQ 0.017 0.029 0.585 0.558 0.84 1.017 0.961 1.077
Attention -1.278 0.466 -2.739 0.006 0.049 0.279 0.112 0.695
Externalizing 1.167 0.506 2.308 0.021 0.12 3.212 1.193 8.654
Internalizing 1.017 0.427 2.382 0.017 0.107 2.765 1.198 6.383
site02 8.148 14.723 0.553 0.58 0.86 3456.459 0 1.177035e+16
site03 42.654 3095501 0 1 1 3.345005e+18 0 Inf
site04 -8.557 7.347 -1.165 0.244 0.622 0 0 345.252
site05 -5.577 12.414 -0.449 0.653 0.87 0.004 0 139486634
site06 -4.963 11.836 -0.419 0.675 0.87 0.007 0 82986842
site07 -3.888 11.09 -0.351 0.726 0.87 0.02 0 56387052
site08 -5.587 9.341 -0.598 0.55 0.84 0.004 0 334827.7
site09 -5.063 10.079 -0.502 0.615 0.864 0.006 0 2400308
site10 -4.924 7.6 -0.648 0.517 0.833 0.007 0 21393.99
site11 -0.958 12.319 -0.078 0.938 0.996 0.384 0 11741306515
site12 7.572 9.635 0.786 0.432 0.793 1943.022 0 309001607722
site13 -6.996 7.599 -0.921 0.357 0.725 0.001 0 2692.387
site14 16.248 12.302 1.321 0.187 0.56 11387195 0 3.371009e+17
site15 -3.621 9.862 -0.367 0.714 0.87 0.027 0 6641974
site16 -5.306 11.06 -0.48 0.631 0.868 0.005 0 12888273
site17 -6.437 9.211 -0.699 0.485 0.829 0.002 0 110917.8
site18 -7.91 8.162 -0.969 0.333 0.725 0 0 3254.954
site19 -5.413 10.954 -0.494 0.621 0.864 0.004 0 9401468
site20 3.501 10.73 0.326 0.744 0.87 33.149 0 45035556278
site21 -5.646 9.444 -0.598 0.55 0.84 0.004 0 386501.2
site22 -10.149 12.962 -0.783 0.434 0.793 0 0 4225023
T2w
Intercept 7.765 7.744 1.003 0.316 0.722 2356.658 0.001 9211575671
Age 0.022 0.033 0.672 0.502 0.832 1.022 0.959 1.09
Male -0.534 0.6 -0.89 0.374 0.743 0.586 0.181 1.9
Black 0.267 2.97 0.09 0.928 0.995 1.306 0.004 440.056
Asian -2.59 2.731 -0.948 0.343 0.725 0.075 0 15.849
Other 3.037 2.707 1.122 0.262 0.652 20.843 0.103 4200.657
Hispanic -1.944 1.545 -1.258 0.208 0.568 0.143 0.007 2.956
IQ 0.069 0.025 2.82 0.005 0.048 1.071 1.021 1.124
Attention -0.929 0.362 -2.565 0.01 0.074 0.395 0.194 0.803
Externalizing 0.327 0.4 0.817 0.414 0.793 1.387 0.633 3.037
Internalizing 0.696 0.345 2.018 0.044 0.217 2.006 1.02 3.939
site02 -3.853 10.447 -0.369 0.712 0.87 0.021 0 16580188
site03 5.067 463.773 0.011 0.991 1 158.698 0 Inf
site04 -4.481 6.524 -0.687 0.492 0.829 0.011 0 4042.756
site05 -5.896 8.486 -0.695 0.487 0.829 0.003 0 46037.96
site06 0.927 9.532 0.097 0.922 0.995 2.527 0 328145068
site07 -2.882 9.818 -0.293 0.769 0.884 0.056 0 12758871
site08 -1.816 8.751 -0.208 0.836 0.931 0.163 0 4570051
site09 -4.13 7.879 -0.524 0.6 0.864 0.016 0 81873.2
site10 -2.295 6.762 -0.339 0.734 0.87 0.101 0 57449.62
site11 -3.494 8.606 -0.406 0.685 0.87 0.03 0 642992.9
site12 -4.576 7.708 -0.594 0.553 0.84 0.01 0 37480.41
site13 -5.199 6.669 -0.78 0.436 0.793 0.006 0 2620.565
site14 -3.283 9.402 -0.349 0.727 0.87 0.038 0 3778560
site15 -1.511 7.763 -0.195 0.846 0.938 0.221 0 894864.7
site16 -3.578 8.838 -0.405 0.686 0.87 0.028 0 931570.4
site17 -3.901 7.649 -0.51 0.61 0.864 0.02 0 65557.42
site18 -4.182 7.373 -0.567 0.571 0.852 0.015 0 28843.12
site19 -3.626 8.284 -0.438 0.662 0.87 0.027 0 299304
site20 -3.244 8.171 -0.397 0.691 0.87 0.039 0 352030.8
site21 -2.76 8.215 -0.336 0.737 0.87 0.063 0 622661.3
site22 -4.768 16.092 -0.296 0.767 0.884 0.008 0 423546478134
Resting fMRI
Intercept 10.539 3.679 2.865 0.004 0.047 37759.79 27.886 51109752
Age 0 0.019 -0.011 0.991 1 1 0.964 1.037
Male -1.684 0.391 -4.303 0 0 0.186 0.086 0.4
Black -2.352 1.154 -2.038 0.042 0.213 0.095 0.01 0.914
Asian -0.586 1.108 -0.529 0.597 0.864 0.557 0.063 4.883
Other -2.557 2.522 -1.014 0.311 0.717 0.078 0.001 10.867
Hispanic 0.928 1.181 0.786 0.432 0.793 2.529 0.25 25.63
IQ 0.03 0.012 2.428 0.015 0.1 1.03 1.006 1.055
Attention -0.109 0.184 -0.593 0.553 0.84 0.897 0.625 1.286
Externalizing -0.654 0.199 -3.284 0.001 0.014 0.52 0.352 0.768
Internalizing -0.071 0.178 -0.399 0.69 0.87 0.931 0.657 1.321
site02 -2.35 3.65 -0.644 0.52 0.833 0.095 0 121.922
site03 6.073 4.252 1.428 0.153 0.547 433.981 0.104 1805801
site04 -2.482 2.995 -0.829 0.407 0.793 0.084 0 29.605
site05 0.941 3.845 0.245 0.807 0.913 2.563 0.001 4804.535
site06 -3.113 3.244 -0.959 0.337 0.725 0.044 0 25.688
site07 -2.482 3.653 -0.68 0.497 0.83 0.084 0 107.437
site08 -1.339 3.553 -0.377 0.706 0.87 0.262 0 277.317
site09 -2.163 3.626 -0.597 0.551 0.84 0.115 0 140.147
site10 -2.822 2.934 -0.962 0.336 0.725 0.059 0 18.707
site11 -1.343 3.372 -0.398 0.69 0.87 0.261 0 193.477
site12 -1.475 3.197 -0.461 0.645 0.87 0.229 0 120.396
site13 -3.178 3.047 -1.043 0.297 0.695 0.042 0 16.331
site14 -2.98 3.38 -0.882 0.378 0.743 0.051 0 38.286
site15 -0.636 3.38 -0.188 0.851 0.939 0.529 0.001 399.105
site16 11.451 4.036 2.837 0.005 0.048 93995.29 34.497 256291222
site17 -4.236 3.09 -1.371 0.17 0.553 0.014 0 6.168
site18 -3.571 3.353 -1.065 0.287 0.691 0.028 0 20.098
site19 0.293 3.603 0.081 0.935 0.996 1.34 0.001 1563.719
site20 0.19 3.434 0.055 0.956 1 1.209 0.001 1013.668
site21 -2.411 3.461 -0.697 0.486 0.829 0.09 0 79.202
site22 -9.222 5.063 -1.821 0.069 0.313 0 0 2.017
Diffusion fMRI
Intercept -15.22 20.501 -0.742 0.458 0.82 0 0 69313055517
Age 0.027 0.03 0.921 0.357 0.725 1.027 0.97 1.089
Male -2.271 0.619 -3.667 0 0.004 0.103 0.031 0.347
Black -2.275 1.538 -1.479 0.139 0.519 0.103 0.005 2.095
Asian -3.615 1.311 -2.758 0.006 0.048 0.027 0.002 0.351
Other -7.982 2.036 -3.92 0 0.002 0 0 0.018
Hispanic -2.209 1.379 -1.602 0.109 0.429 0.11 0.007 1.638
IQ -0.001 0.02 -0.064 0.949 1 0.999 0.961 1.038
Attention -2.909 0.4 -7.279 0 0 0.055 0.025 0.119
Externalizing 0.601 0.355 1.694 0.09 0.392 1.824 0.91 3.655
Internalizing 0.852 0.333 2.557 0.011 0.074 2.344 1.22 4.508
site02 26.229 20.316 1.291 0.197 0.565 246099066214 0 4.831067e+28
site03 28.357 20.447 1.387 0.165 0.547 2.066753e+12 0 5.249432e+29
site04 25.618 20.128 1.273 0.203 0.567 133584490201 0 1.814051e+28
site05 26.161 20.47 1.278 0.201 0.567 229920630148 0 6.104872e+28
site06 28.246 20.336 1.389 0.165 0.547 1.849618e+12 0 3.776259e+29
site07 28.417 20.372 1.395 0.163 0.547 2.194554e+12 0 4.804015e+29
site08 28.64 20.203 1.418 0.156 0.547 2.742799e+12 0 4.316751e+29
site09 30.266 20.394 1.484 0.138 0.519 1.394302e+13 0 3.18859e+30
site10 26.278 20.14 1.305 0.192 0.56 258458247636 0 3.59662e+28
site11 27.543 20.428 1.348 0.178 0.56 915741539786 0 2.239596e+29
site12 28.006 20.224 1.385 0.166 0.547 1.454961e+12 0 2.38649e+29
site13 22.909 20.122 1.139 0.255 0.642 8897178136 0 1.193728e+27
site14 27.424 20.354 1.347 0.178 0.56 813002482504 0 1.719384e+29
site15 26.656 20.26 1.316 0.188 0.56 377184388880 0 6.641031e+28
site16 26.373 20.242 1.303 0.193 0.56 284215900693 0 4.827791e+28
site17 -0.355 23.04 -0.015 0.988 1 0.701 0 2.869408e+19
site18 24.041 20.162 1.192 0.233 0.6 27597747665 0 4.0103e+27
site19 -53.212 3757375 0 1 1 0 0 Inf
site20 28.644 20.238 1.415 0.157 0.547 2.753792e+12 0 4.641056e+29
site21 25.615 20.207 1.268 0.205 0.567 133184337260 0 2.111116e+28
site22 34.454 22.141 1.556 0.12 0.462 9.187177e+14 0 6.455343e+33
SST
Intercept -1.819 0.489 -3.716 0 0.003 0.162 0.062 0.423
Age 0.014 0.004 3.761 0 0.003 1.014 1.007 1.021
Male -0.036 0.055 -0.659 0.51 0.833 0.965 0.865 1.075
Black -0.232 0.087 -2.667 0.008 0.057 0.793 0.669 0.94
Asian -0.037 0.084 -0.444 0.657 0.87 0.964 0.818 1.135
Other -0.087 0.2 -0.437 0.662 0.87 0.917 0.619 1.356
Hispanic -0.211 0.091 -2.333 0.02 0.116 0.81 0.678 0.967
IQ 0.016 0.002 9.021 0 0 1.016 1.013 1.02
Attention -0.169 0.036 -4.661 0 0 0.845 0.787 0.907
Externalizing -0.078 0.037 -2.115 0.034 0.188 0.925 0.86 0.994
Internalizing 0.093 0.034 2.727 0.006 0.049 1.097 1.026 1.173
site02 0.499 0.214 2.335 0.02 0.116 1.647 1.084 2.505
site03 0.496 0.202 2.46 0.014 0.094 1.642 1.106 2.44
site04 -0.397 0.182 -2.187 0.029 0.161 0.672 0.471 0.96
site05 0.075 0.218 0.346 0.73 0.87 1.078 0.703 1.653
site06 0.161 0.205 0.784 0.433 0.793 1.175 0.785 1.758
site07 -0.205 0.219 -0.935 0.35 0.725 0.815 0.53 1.252
site08 -0.007 0.236 -0.03 0.976 1 0.993 0.626 1.576
site09 0.069 0.213 0.324 0.746 0.87 1.071 0.706 1.626
site10 -0.589 0.18 -3.28 0.001 0.014 0.555 0.39 0.789
site11 -0.019 0.202 -0.093 0.926 0.995 0.981 0.661 1.457
site12 -0.179 0.192 -0.933 0.351 0.725 0.836 0.573 1.218
site13 -0.643 0.187 -3.427 0.001 0.009 0.526 0.364 0.759
site14 0.074 0.205 0.362 0.717 0.87 1.077 0.72 1.611
site15 -0.358 0.215 -1.669 0.095 0.392 0.699 0.459 1.064
site16 0.946 0.2 4.731 0 0 2.575 1.741 3.812
site17 0.213 0.214 0.995 0.32 0.723 1.237 0.813 1.882
site18 -0.578 0.208 -2.781 0.005 0.048 0.561 0.373 0.843
site19 0.212 0.221 0.957 0.338 0.725 1.236 0.801 1.905
site20 0.101 0.198 0.509 0.611 0.864 1.106 0.75 1.631
site21 -0.128 0.199 -0.642 0.521 0.833 0.88 0.595 1.301
site22 0.461 0.648 0.711 0.477 0.829 1.586 0.445 5.647
Mid
Intercept 9.969 3.603 2.767 0.006 0.048 21354.12 18.326 24898831
Age 0.01 0.015 0.69 0.49 0.829 1.01 0.981 1.041
Male -0.579 0.298 -1.947 0.052 0.246 0.56 0.313 1.004
Black -1.185 0.952 -1.245 0.213 0.568 0.306 0.047 1.975
Asian 0.325 1.063 0.306 0.76 0.882 1.384 0.172 11.12
Other -2.086 1.899 -1.098 0.272 0.67 0.124 0.003 5.137
Hispanic 1.291 1.066 1.211 0.226 0.588 3.636 0.45 29.38
IQ 0.005 0.01 0.489 0.625 0.864 1.005 0.986 1.024
Attention -0.289 0.165 -1.745 0.081 0.363 0.749 0.542 1.036
Externalizing 0.009 0.176 0.052 0.958 1 1.009 0.715 1.425
Internalizing 0.099 0.157 0.629 0.53 0.84 1.104 0.811 1.502
site02 -0.673 3.893 -0.173 0.863 0.947 0.51 0 1049.84
site03 -0.028 4.021 -0.007 0.994 1 0.972 0 2574.675
site04 -3.173 3.255 -0.975 0.33 0.725 0.042 0 24.695
site05 -2.455 3.754 -0.654 0.513 0.833 0.086 0 134.793
site06 -1.694 3.575 -0.474 0.636 0.868 0.184 0 203.066
site07 -2.846 3.988 -0.714 0.475 0.829 0.058 0 143.935
site08 -2.142 3.661 -0.585 0.558 0.84 0.117 0 153.334
site09 1.126 4.275 0.263 0.792 0.901 3.083 0.001 13415.02
site10 -3.077 3.271 -0.941 0.347 0.725 0.046 0 28.079
site11 -1.283 3.829 -0.335 0.738 0.87 0.277 0 503.814
site12 -0.95 3.589 -0.265 0.791 0.901 0.387 0 438.961
site13 -2.617 3.355 -0.78 0.435 0.793 0.073 0 52.391
site14 0.009 3.935 0.002 0.998 1 1.009 0 2257.603
site15 -0.148 3.733 -0.04 0.968 1 0.862 0.001 1298.228
site16 -0.775 3.62 -0.214 0.831 0.93 0.461 0 555.923
site17 -1.454 3.75 -0.388 0.698 0.87 0.234 0 363.536
site18 -2.504 3.553 -0.705 0.481 0.829 0.082 0 86.438
site19 -1.588 3.921 -0.405 0.685 0.87 0.204 0 444.757
site20 0.84 3.716 0.226 0.821 0.924 2.316 0.002 3372.601
site21 -2.774 3.544 -0.783 0.434 0.793 0.062 0 64.904
site22 -7.675 5.35 -1.435 0.151 0.547 0 0 16.62
Nback
Intercept -5.081 0.49 -10.363 0 0 0.006 0.002 0.016
Age 0.027 0.004 7.529 0 0 1.027 1.02 1.035
Male 0.049 0.054 0.917 0.359 0.725 1.05 0.946 1.167
Black -0.337 0.083 -4.038 0 0.001 0.714 0.607 0.841
Asian -0.165 0.08 -2.069 0.039 0.206 0.848 0.725 0.991
Other -0.174 0.196 -0.888 0.375 0.743 0.84 0.572 1.234
Hispanic -0.145 0.09 -1.62 0.105 0.421 0.865 0.726 1.031
IQ 0.032 0.002 16.813 0 0 1.033 1.029 1.036
Attention -0.103 0.035 -2.953 0.003 0.037 0.902 0.843 0.966
Externalizing -0.1 0.036 -2.789 0.005 0.048 0.905 0.843 0.971
Internalizing 0.063 0.033 1.9 0.057 0.268 1.065 0.998 1.135
site02 0.247 0.2 1.239 0.216 0.568 1.28 0.866 1.893
site03 0.314 0.187 1.681 0.093 0.392 1.369 0.949 1.974
site04 -0.422 0.175 -2.408 0.016 0.103 0.656 0.466 0.924
site05 -0.273 0.204 -1.337 0.181 0.56 0.761 0.51 1.135
site06 0.099 0.198 0.499 0.618 0.864 1.104 0.749 1.627
site07 0.008 0.218 0.037 0.971 1 1.008 0.658 1.545
site08 -0.369 0.221 -1.666 0.096 0.392 0.691 0.448 1.067
site09 -0.101 0.202 -0.5 0.617 0.864 0.904 0.609 1.343
site10 -0.481 0.173 -2.78 0.005 0.048 0.618 0.44 0.868
site11 0.02 0.194 0.105 0.916 0.995 1.02 0.697 1.494
site12 0.094 0.189 0.494 0.621 0.864 1.099 0.758 1.591
site13 -0.594 0.182 -3.263 0.001 0.014 0.552 0.387 0.789
site14 0.088 0.2 0.439 0.661 0.87 1.092 0.737 1.617
site15 -0.346 0.208 -1.664 0.096 0.392 0.708 0.471 1.064
site16 0.982 0.194 5.061 0 0 2.67 1.825 3.903
site17 -0.26 0.198 -1.312 0.189 0.56 0.771 0.523 1.137
site18 -0.419 0.206 -2.034 0.042 0.213 0.658 0.439 0.985
site19 -0.212 0.204 -1.041 0.298 0.695 0.809 0.543 1.206
site20 0.142 0.191 0.743 0.457 0.82 1.153 0.792 1.677
site21 -0.119 0.193 -0.613 0.54 0.84 0.888 0.608 1.298
site22 0.073 0.583 0.126 0.9 0.983 1.076 0.343 3.375