Hi FreeSurfer Experts,
I am trying to run a dods cortical thickness analysis examining the interaction
of group on a continuous variable while controlling for other variables.
Specifically, I have 6 classes (gender by three groups [zero, one, two]). I am
interested in the group interaction with a continuous variable while
controlling for gender (among 4 other continuous variables). I set up my fsgd
file (see attached) and contrast file (36 dimensions- F test):
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 [1 -1 0 1 -1 0]/2
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 [1 -0 -1 1 0 -1]/2
and ran this command:
mri_glmfit --y
lh.age.PC1_forFSGD.PC2_forFSGD.PC3_forFSGD.GGT_forFSGD.rs8042149_A_bysex_forfsgd.thickness.10.mgh
--fsgd
fsgd.age.PC1_forFSGD.PC2_forFSGD.PC3_forFSGD.GGT_forFSGD.rs8042149_A_bysex_forFSGD.152.thickness.08082017.txt
dods --C
/GLM_CONTRAST.MAT/Contrast.Male.Female.Age.PC1.PC2.PC3.GGT.RORAbySex.mtx --surf
fsaverage lh --cortex --glmdir
lh.age.PC1_forFSGD.PC2_forFSGD.PC3_forFSGD.GGT_forFSGD.rs8042149_A_bysex_forfsgd.thickness.10.glmdir
But keep getting this error:
ERROR: matrix is ill-conditioned or badly scaled, condno = 1e+08
--------------------------------
Possible problem with experimental design:
Check for duplicate entries and/or lack of range of
continuous variables within a class.
If you seek help with this problem, make sure to send:
1. Your command line:
mri_glmfit --y
lh.age.PC1_forFSGD.PC2_forFSGD.PC3_forFSGD.GGT_forFSGD.rs8042149_A_bysex_forfsgd.thickness.10.mgh
--fsgd
fsgd.age.PC1_forFSGD.PC2_forFSGD.PC3_forFSGD.GGT_forFSGD.rs8042149_A_bysex_forFSGD.152.thickness.08082017.txt
dods --C
/Volumes/VA_Imaging/Projects/salat/2389_TRT/dmiller/GGT_CRP/GLM_CONTRAST.MAT/Contrast.Male.Female.Age.PC1.PC2.PC3.GGT.RORAbySex.mtx
--surf fsaverage lh --cortex --glmdir
lh.age.PC1_forFSGD.PC2_forFSGD.PC3_forFSGD.GGT_forFSGD.rs8042149_A_bysex_forfsgd.thickness.10.glmdir
2. The FSGD file (if using one)
3. And the design matrix above
Any idea on what I am doing wrong?
Danielle R. Miller, Ph.D.
National Center for PTSD
VA Boston Healthcare System Jamaica Plain
Boston University School of Medicine
OFFICE: (857) 364-4022
GroupDescriptorFile 1
Title
fsgd.age.PC1_forFSGD.PC2_forFSGD.PC3_forFSGD.GGT_forFSGD.rs8042149_A_bysex_forFSGD.152.thickness.08082017.txt
MeasurementName thickness
Class femalezero
Class femaleone
Class femaletwo
Class malezero
Class maleone
Class maletwo
Variables age PC1_forFSGD PC2_forFSGD PC3_forFSGD GGT_forFSGD
#Input TRT_0007 = 43 = = = =
#Input TRT_0015 = 38 = = = =
#Input TRT_0016 femalezero 47 0.0295 -0.1271 0.0693 =
#Input TRT_0017 maleone 29 0.0583 0.1283 -0.0139 =
#Input TRT_0019 = 43 = = = =
#Input TRT_0020 = 28 = = = =
#Input TRT_0022 malezero 23 0.0324 0.0381 0.0355 =
#Input TRT_0025 maletwo 24 -0.0619 -0.0585 -0.0010 =
#Input TRT_0026 maleone 26 0.0344 0.1225 0.0991 =
#Input TRT_0027 femaletwo 43 -0.0417 0.0989 0.0776 =
#Input TRT_0028 = 37 = = = =
#Input TRT_0030 maleone 23 0.0230 0.0637 0.0496 =
#Input TRT_0031 maleone 19 -0.0498 0.0925 -0.0851 =
#Input TRT_0032 femalezero 25 -0.0151 -0.0589 -0.0538 =
#Input TRT_0033 malezero 24 0.0675 -0.1426 0.0793 =
#Input TRT_0034 maletwo 39 -0.0826 0.0282 0.0109 =
#Input TRT_0035 maletwo 32 0.1583 -0.0853 -0.0525 =
#Input TRT_0036 maleone 49 0.1116 -0.0184 -0.0206 =
#Input TRT_0037 malezero 27 0.0836 0.0867 0.0418 =
#Input TRT_0038 = 44 = = = =
Input TRT_0042 malezero 20 0.0775 0.0252 0.0351 15
#Input TRT_0043 maleone 49 -0.0615 -0.0789 0.0855 =
#Input TRT_0045 malezero 38 -0.0078 -0.0248 -0.0194 =
#Input TRT_0047 maletwo 26 -0.0431 -0.0585 -0.0031 =
#Input TRT_0048 = 31 = = = 28
#Input TRT_0049 femaletwo 23 -0.0237 0.0189 -0.0160 =
#Input TRT_0050 = 32 = = = =
#Input TRT_0051 = 43 = = = =
#Input TRT_0052 malezero 29 -0.0980 0.0265 0.1271 =
#Input TRT_0055 malezero 33 0.1757 0.0140 -0.0469 =
Input TRT_0057 maletwo 26 0.1976 0.0419 -0.0359 32
#Input TRT_0058 = 58 = = = 10
Input TRT_0059 malezero 42 -0.0061 0.1113 -0.0729 29
#Input TRT_0060 = 37 = = = 33
Input TRT_0061 maleone 34 0.0508 -0.0194 0.0931 22
Input TRT_0062 maletwo 42 -0.1008 -0.1552 0.0298 46
#Input TRT_0063 maleone 46 -0.0077 -0.0068 0.0540 =
Input TRT_0064 maleone 47 0.0792 -0.1128 0.1746 13
Input TRT_0065 maletwo 55 -0.0489 -0.1078 0.0532 65
#Input TRT_0066 = 35 = = = 26
Input TRT_0067 maleone 40 -0.0759 0.0753 -0.0375 24
Input TRT_0068 maleone 24 -0.1071 0.0256 -0.0220 48
#Input TRT_0069 = 44 = = = 26
Input TRT_0070 maleone 47 -0.0551 0.0043 0.0556 29
Input TRT_0071 malezero 28 0.0037 -0.0156 0.0113 19
Input TRT_0072 malezero 31 0.0855 -0.0362 -0.0036 20
Input TRT_0073 malezero 21 -0.0363 0.0048 0.0014 56
Input TRT_0075 maletwo 42 -0.0713 0.0286 -0.1274 30
Input TRT_0076 malezero 33 0.0995 -0.0306 0.0634 23
Input TRT_0078 maleone 39 0.1166 -0.1302 -0.0220 19
Input TRT_0079 maletwo 33 -0.0696 0.0533 -0.0207 24
Input TRT_0082 malezero 58 0.0669 -0.0484 -0.1014 54
Input TRT_0083 maletwo 43 -0.0094 -0.0518 0.0118 56
Input TRT_0084 malezero 39 0.1717 0.0413 0.0535 27
Input TRT_0085 maletwo 21 0.1290 0.0027 0.0198 20
#Input TRT_0087 = 42 = = = 49
#Input TRT_0088 = 39 = = = 29
#Input TRT_0089 = 24 = = = 10
#Input TRT_0090 = 49 = = = 33
#Input TRT_0091 = 34 = = = 146
#Input TRT_0094 = 28 = = = 16
#Input TRT_0095 = 31 = = = 26
Input TRT_0096 maletwo 22 -0.0813 0.0404 0.0048 17
Input TRT_0097 malezero 40 -0.0020 -0.0361 -0.1156 12
Input TRT_0098 maleone 37 0.0083 -0.0466 0.0499 56
Input TRT_0101 femalezero 30 -0.0346 -0.0395 0.0940 18
Input TRT_0102 maleone 27 -0.0259 0.0793 0.0432 18
Input TRT_0103 malezero 36 0.2060 0.0598 -0.0071 96
Input TRT_0104 maleone 42 0.0146 -0.1815 -0.1013 62
Input TRT_0105 maleone 31 -0.0865 0.0722 0.0182 18
Input TRT_0106 maleone 22 -0.0144 0.1035 -0.0633 13
Input TRT_0108 maleone 26 -0.0700 -0.0445 -0.0077 38
Input TRT_0109 maleone 39 -0.0655 -0.0573 -0.0286 24
#Input TRT_0111 = 29 = = = 22
#Input TRT_0112 = 27 = = = 46
#Input TRT_0113 = 29 = = = 38
Input TRT_0115 malezero 29 0.0693 -0.0192 -0.0162 17
Input TRT_0116 maleone 29 0.0441 -0.0347 -0.0661 25
Input TRT_0117 maletwo 24 0.0426 0.0232 -0.0996 40
Input TRT_0118 maleone 41 0.1790 0.0099 -0.0310 10
Input TRT_0119 maletwo 42 -0.0067 -0.0350 -0.0024 25
Input TRT_0120 maletwo 44 0.0546 0.1366 -0.0375 26
#Input TRT_0121 = 29 = = = 66
Input TRT_0122 malezero 25 0.0104 0.0382 0.0769 28
Input TRT_0123 maleone 25 -0.0619 -0.0032 -0.0483 25
Input TRT_0124 maleone 24 -0.0351 -0.0543 -0.0015 15
Input TRT_0125 maleone 25 -0.0206 0.0004 0.0336 22
Input TRT_0126 maleone 38 0.1695 0.1231 0.0233 32
Input TRT_0127 maleone 55 0.0563 -0.0324 0.0890 73
#Input TRT_0128 = 28 = = = 62
#Input TRT_0129 = 50 = = = 58
#Input TRT_0130 = 25 = = = 41
#Input TRT_0131 = 21 = = = 9
Input TRT_0132 maleone 29 -0.0335 -0.0982 -0.0922 50
#Input TRT_0133 = 32 = = = 61
Input TRT_0134 maletwo 30 -0.0481 0.0633 -0.0189 18
Input TRT_0135 femaleone 31 -0.0419 -0.0804 0.0062 29
Input TRT_0136 malezero 26 -0.0638 -0.0099 -0.0657 19
Input TRT_0137 femaletwo 21 -0.0509 0.0327 0.0078 17
#Input TRT_0138 = 40 = = = 30
#Input TRT_0140 = 31 = = = 16
#Input TRT_0141 = 33 = = = 18
Input TRT_0142 maletwo 26 -0.0910 0.0068 0.1223 27
Input TRT_0144 maletwo 23 -0.0508 0.1057 0.0428 25
#Input TRT_0145 = 43 = = = 29
#Input TRT_0147 = 26 = = = 37
#Input TRT_0148 = 29 = = = 99
#Input TRT_0149 = 37 = = = 93
Input TRT_0150 maletwo 31 -0.0667 -0.0714 -0.0011 24
#Input TRT_0151 = 35 = = = 30
#Input TRT_0152 = 38 = = = 46
#Input TRT_0153 = 28 = = = 17
Input TRT_0154 maleone 24 0.0874 0.0511 -0.0905 22
#Input TRT_0155 = 23 = = = 17
Input TRT_0156 maletwo 26 -0.0133 0.0200 -0.0013 30
Input TRT_0157 malezero 24 -0.0027 0.0253 0.0729 27
#Input TRT_0158 = 46 = = = 53
Input TRT_0160 maletwo 24 -0.0246 -0.0631 -0.0085 49
Input TRT_0161 femaletwo 33 0.0217 -0.0595 -0.0104 13
Input TRT_0163 femalezero 33 -0.0312 -0.0693 0.0018 17
Input TRT_0164 maleone 37 -0.0410 -0.0554 0.0865 201
Input TRT_0165 malezero 27 0.2128 0.0024 -0.0358 11
#Input TRT_0166 = 23 = = = 12
#Input TRT_0167 = 37 = = = 27
Input TRT_0168 maletwo 35 0.1794 -0.0579 -0.0480 35
#Input TRT_0169 = 27 = = = 25
#Input TRT_0170 = 30 = = = 20
#Input TRT_0171 = 22 = = = 29
Input TRT_0173 maleone 46 -0.0462 0.0105 0.0196 22
#Input TRT_0174 = 44 = = = 24
#Input TRT_0175 = 31 = = = 12
#Input TRT_0177 = 26 = = = 48
Input TRT_0180 maletwo 27 0.0624 0.0315 0.1048 9
Input TRT_0181 malezero 43 0.0621 -0.1019 0.0629 22
#Input TRT_0182 = 43 = = = 44
Input TRT_0183 maleone 29 -0.0473 0.0416 -0.1146 10
#Input TRT_0184 = 27 = = = 28
Input TRT_0185 maleone 34 0.0590 0.0118 0.0114 42
Input TRT_0186 malezero 40 -0.0412 0.0482 -0.0316 53
Input TRT_0188 maletwo 29 -0.0448 -0.0015 0.0511 35
#Input TRT_0189 = 26 = = = 19
#Input TRT_0190 = 33 = = = 72
Input TRT_0192 maleone 29 0.0127 -0.0547 0.0008 45
#Input TRT_0193 = 26 = = = 32
#Input TRT_0194 = 49 = = = 27
Input TRT_0195 maletwo 25 -0.0590 0.0620 0.0911 27
#Input TRT_0196 = 29 = = = 20
#Input TRT_0198 = 27 = = = 22
#Input TRT_0202 = 25 = = = 633
Input TRT_0203 malezero 31 -0.0128 0.0717 0.0030 30
#Input TRT_0204 = 65 = = = =
Input TRT_0205 maletwo 28 -0.0350 0.0480 0.0250 19
#Input TRT_0206 = 31 = = = 27
Input TRT_0207 malezero 35 0.0256 -0.0242 -0.0506 24
#Input TRT_0208 = 33 = = = 25
#Input TRT_0209 = 27 = = = 32
Input TRT_0211 maleone 57 0.0522 -0.0799 0.0116 25
#Input TRT_0213 = 23 = = = 11
Input TRT_0214 malezero 24 0.0380 -0.0130 -0.0463 12
#Input TRT_0215 = 30 = = = 51
#Input TRT_0216 = 36 = = = 22
Input TRT_0217 malezero 36 -0.0956 0.0017 -0.0826 39
Input TRT_0218 malezero 36 -0.0750 0.0819 0.1201 16
Input TRT_0219 maletwo 24 -0.0176 0.1385 0.0165 14
Input TRT_0220 maleone 39 -0.0047 0.0083 -0.0082 23
#Input TRT_0221 = 31 = = = 18
Input TRT_0222 maletwo 26 -0.0045 0.0912 0.0906 35
#Input TRT_0223 = 26 = = = 64
#Input TRT_0224 = 27 = = = 18
Input TRT_0225 malezero 30 -0.0745 -0.0925 0.0285 16
Input TRT_0226 femalezero 28 -0.0599 0.0741 0.0495 21
Input TRT_0228 maleone 22 -0.0883 -0.0295 -0.0674 14
Input TRT_0229 maletwo 27 0.0187 -0.0269 0.0041 45
Input TRT_0230 malezero 27 -0.0738 -0.0063 0.0035 21
Input TRT_0231 maleone 25 -0.0118 -0.0124 -0.0655 17
#Input TRT_0232 = 26 = = = 47
#Input TRT_0233 = 23 = = = 15
#Input TRT_0234 = 27 = = = 28
#Input TRT_0235 = 27 = = = 17
Input TRT_0236 malezero 25 -0.0716 -0.0644 -0.1133 20
#Input TRT_0237 = 28 = = = 13
Input TRT_0238 maleone 29 -0.0500 -0.0142 0.0612 20
Input TRT_0239 malezero 27 0.0392 0.0808 0.0332 19
Input TRT_0240 maleone 34 -0.0120 0.0769 0.0054 9
Input TRT_0242 malezero 27 -0.0788 -0.0614 -0.0358 22
Input TRT_0243 malezero 24 0.0298 -0.0402 -0.0331 21
Input TRT_0244 malezero 20 0.0321 0.0552 0.0425 25
Input TRT_0245 maleone 31 -0.0611 0.1142 0.0825 73
#Input TRT_0247 = 22 = = = 13
Input TRT_0248 maleone 31 -0.0208 0.1168 -0.0755 17
Input TRT_0249 malezero 27 0.0649 -0.0573 0.0560 32
#Input TRT_0250 = 51 = = = 14
Input TRT_0251 maleone 30 0.0011 -0.0033 0.0063 17
Input TRT_0253 maleone 25 0.0448 -0.0237 -0.0205 9
Input TRT_0254 maleone 25 0.0172 0.0721 -0.0547 20
Input TRT_0255 maleone 29 -0.0745 -0.0481 -0.0267 18
#Input TRT_0256 = 20 = = = 11
Input TRT_0257 maleone 23 0.0120 -0.0169 0.0378 12
#Input TRT_0258 = 27 = = = 22
Input TRT_0259 malezero 44 -0.0041 0.0975 0.0699 16
#Input TRT_0260 = 47 = = = 40
Input TRT_0261 maleone 24 0.1271 0.1017 -0.0631 35
#Input TRT_0262 = 39 = = = 35
Input TRT_0264 maleone 26 0.0499 0.0076 -0.0562 23
#Input TRT_0265 = 29 = = = 25
Input TRT_0266 malezero 30 0.0494 -0.0632 0.0062 25
Input TRT_0267 malezero 26 0.0324 -0.0668 0.0424 20
Input TRT_0268 maleone 23 -0.0642 0.0192 0.1106 15
Input TRT_0269 maleone 36 0.1483 -0.2327 -0.0799 28
Input TRT_0270 maleone 31 -0.0386 -0.0305 -0.0374 16
#Input TRT_0271 = 21 = = = 12
Input TRT_0272 maleone 27 0.0060 -0.0341 -0.0610 12
Input TRT_0273 maleone 25 -0.0110 0.0675 -0.0982 12
Input TRT_0274 maletwo 27 -0.0640 0.0613 0.0114 14
Input TRT_0275 maleone 32 0.0136 -0.0393 -0.0471 18
#Input TRT_0276 = 26 = = = =
#Input TRT_0277 = 30 = = = 68
#Input TRT_0278 = 45 = = = 38
Input TRT_0279 maleone 34 0.0021 0.0469 0.0139 10
#Input TRT_0280 = 35 = = = 49
Input TRT_0281 maleone 39 -0.0904 0.0530 -0.0605 44
#Input TRT_0282 = 21 = = = 24
#Input TRT_0283 = 32 = = = 11
Input TRT_0284 maleone 30 -0.0821 -0.0838 -0.0297 15
Input TRT_0285 malezero 53 0.0564 -0.0250 0.0231 14
Input TRT_0286 maleone 29 0.0172 0.0273 -0.1822 22
Input TRT_0287 malezero 45 0.0169 0.0328 -0.0381 20
#Input TRT_0288 = 26 = = = 37
Input TRT_0289 malezero 23 -0.0843 0.0931 -0.0925 23
Input TRT_0290 maleone 22 -0.0184 -0.0060 0.0660 13
Input TRT_0291 malezero 29 -0.0678 -0.0501 -0.1266 29
Input TRT_0292 femaletwo 39 0.1121 -0.0753 0.4081 15
Input TRT_0293 maletwo 36 -0.0421 -0.0073 -0.0490 21
Input TRT_0294 maleone 37 -0.0350 -0.0067 0.0286 24
Input TRT_0295 maletwo 25 -0.0150 -0.0789 -0.0143 34
#Input TRT_0296 = 44 = = = 38
Input TRT_0299 maleone 28 -0.0373 -0.0736 -0.0402 20
Input TRT_0300 maletwo 23 -0.0494 -0.1407 0.0990 11
Input TRT_0301 maletwo 25 0.0629 0.0412 -0.0050 42
#Input TRT_0302 = 32 = = = 66
#Input TRT_0303 maletwo 25 -0.0125 -0.1340 -0.1170 =
#Input TRT_0304 = 27 = = = 59
Input TRT_0305 malezero 25 -0.0605 -0.0950 -0.0783 28
Input TRT_0306 maletwo 28 0.1033 -0.0048 -0.0130 224
Input TRT_0307 malezero 21 0.0231 -0.1099 -0.0065 14
Input TRT_0308 maleone 32 0.0142 0.0324 0.0204 23
#Input TRT_0309 = 36 = = = 38
Input TRT_0311 maletwo 23 -0.0420 0.1003 0.0369 48
Input TRT_0312 malezero 24 0.0756 -0.0227 0.0369 11
#Input TRT_0313 = 39 = = = 31
#Input TRT_0315 = 35 = = = 24
#Input TRT_0316 = 23 = = = 24
Input TRT_0317 maleone 39 -0.0556 0.0206 -0.0303 24
Input TRT_0318 malezero 25 0.0461 0.1398 -0.0002 24
#Input TRT_0319 = 29 = = = 80
Input TRT_0320 malezero 24 -0.0795 0.0173 -0.0609 11
#Input TRT_0321 = 24 = = = 32
Input TRT_0322 maleone 37 0.0782 0.1664 -0.1350 41
Input TRT_0323 malezero 50 -0.0776 0.0497 -0.0618 36
#Input TRT_0324 = 23 = = = 29
#Input TRT_0325 = 48 = = = 46
#Input TRT_0326 = 26 = = = 25
Input TRT_0327 malezero 32 -0.0228 -0.0230 0.0444 50
#Input TRT_0328 = 22 = = = 18
#Input TRT_0329 = 34 = = = 38
#Input TRT_0330 = 31 = = = 42
#Input TRT_0331 = 24 = = = 22
#Input TRT_0332 = 26 = = = 27
#Input TRT_0333 = 31 = = = 78
Input TRT_0334 maleone 23 -0.0654 -0.0744 0.1465 36
#Input TRT_0335 = 31 = = = 34
#Input TRT_0336 = 28 = = = 33
#Input TRT_0337 = 29 -0.0210 -0.0099 -0.0926 32
#Input TRT_0339 = 26 = = = 19
Input TRT_0340 femalezero 27 -0.0197 0.1087 -0.0172 25
#Input TRT_0341 = 26 = = = 19
Input TRT_0342 malezero 32 0.0108 0.0064 -0.0820 42
Input TRT_0343 maleone 33 -0.0021 -0.0300 0.0512 28
Input TRT_0344 maleone 28 -0.0569 0.0942 0.0892 13
#Input TRT_0345 = 33 = = = 23
Input TRT_0346 malezero 47 -0.0602 -0.0728 0.0934 18
Input TRT_0347 malezero 26 -0.0884 -0.0851 -0.0369 12
#Input TRT_0348 = 53 = = = 16
#Input TRT_0349 = 26 = = = 26
#Input TRT_0350 = 31 = = = 115
Input TRT_0351 maleone 35 0.0321 0.0195 0.1025 28
Input TRT_0352 maleone 29 -0.0191 -0.0266 -0.0218 39
#Input TRT_0353 = 23 = = = 26
#Input TRT_0354 = 29 = = = 14
Input TRT_0355 maletwo 27 -0.0035 0.0737 0.0215 92
#Input TRT_0356 = 46 = = = 157
Input TRT_0357 maletwo 29 0.0102 0.0628 0.0901 15
#Input TRT_0358 = 27 = = = 15
#Input TRT_0359 = 53 = = = 308
#Input TRT_0360 = 37 = = = 23
#Input TRT_0361 = 23 = = = 46
#Input TRT_0362 = 24 = = = 26
#Input TRT_0363 = 30 = = = 20
#Input TRT_0364 = 54 = = = 13
#Input TRT_0365 = 51 = = = 103
#Input TRT_0366 = 26 = = = 17
#Input TRT_0367 = 50 = = = 47
#Input TRT_0368 = 53 = = = 18
#Input TRT_0369 = 44 = = = 30
#Input TRT_0370 = 23 = = = 16
#Input TRT_0371 = 30 = = = 31
#Input TRT_0372 = 29 = = = 21
#Input TRT_0373 = 56 = = = 30
#Input TRT_0374 = 30 = = = 22
#Input TRT_0375 = 40 = = = 23
#Input TRT_0376 = 33 = = = 45
#Input TRT_0377 = 34 = = = 30
#Input TRT_0379 = 53 = = = 74
#Input TRT_0380 = 28 = = = 29
#Input TRT_0381 = 27 = = = 17
#Input TRT_0382 = 36 = = = 21
#Input TRT_0383 = 25 = = = 22
#Input TRT_0384 = 61 = = = 64
#Input TRT_0385 = 27 = = = 42
#Input TRT_0386 = 26 = = = 21
#Input TRT_0387 = 26 = = = 20
#Input TRT_0388 = 29 = = = =
#Input TRT_0389 = 48 = = = 12
#Input TRT_0390 = 40 = = = 26
#Input TRT_0391 = 32 = = = =
#Input TRT_0392 = 35 = = = =
#Input TRT_0393 = 30 = = = 32
#Input TRT_0394 = 29 = = = 10
#Input TRT_0395 = 21 = = = =
#Input TRT_0397 = 56 = = = 16
#Input TRT_0398 = 30 = = = 75
#Input TRT_0399 = 29 = = = 46
#Input TRT_0400 = 34 = = = 39
#Input TRT_0401 = 32 = = = 11
#Input TRT_0402 = 50 = = = 24
#Input TRT_0403 = 34 = = = 155
#Input TRT_0404 = 27 = = = 20
#Input TRT_0405 = 24 = = = 7
#Input TRT_0406 = 25 = = = 9
#Input TRT_0407 = 29 = = = 19
#Input TRT_0408 = 31 = = = 24
#Input TRT_0409 = 32 = = = =
#Input TRT_0410 = 27 = = = 18
#Input TRT_0411 = 29 = = = 11
#Input TRT_0412 = 29 = = = 10
#Input TRT_0413 = 26 = = = 32
#Input TRT_0414 = 37 = = = 14
#Input TRT_0415 = 39 = = = 20
#Input TRT_0416 = 23 = = = 40
#Input TRT_0417 = 23 = = = 25
#Input TRT_0418 = 28 = = = 39
#Input TRT_0419 = 32 = = = 85
#Input TRT_0420 = 34 = = = 19
#Input TRT_0421 = 26 = = = 42
#Input TRT_0422 = 34 = = = 51
#Input TRT_0423 = 46 = = = 31
#Input TRT_0424 = 30 = = = 19
#Input TRT_0425 = 29 = = = 13
#Input TRT_0426 = 26 = = = 43
#Input TRT_0427 = 29 = = = 23
#Input TRT_0428 = 22 = = = 24
#Input TRT_0429 = 35 = = = 25
#Input TRT_0430 = 29 = = = 16
#Input TRT_0431 = 27 = = = 18
#Input TRT_0432 = 28 = = = 19
#Input TRT_0434 = 26 = = = 29
#Input TRT_0435 = 33 = = = 14
#Input TRT_0436 = 23 = = = 18
#Input TRT_0437 = 23 = = = 10
#Input TRT_0438 = 27 = = = 14
#Input TRT_0439 = 26 = = = 13
#Input TRT_0440 = 29 = = = 27
#Input TRT_0441 = 52 = = = 20
#Input TRT_0442 = 37 = = = 50
#Input TRT_0443 = 35 = = = 31
#Input TRT_0444 = 31 = = = 44
#Input TRT_0445 = 29 = = = 17
#Input TRT_0446 = 28 = = = 15
#Input TRT_0448 = 34 = = = 10
#Input TRT_0449 = 30 = = = =
#Input TRT_0450 = 36 = = = 29
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