Validation Log 2026-02-01 09:38:49.951758 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN007598/mwtab/json Study ID: ST004524 Analysis ID: AN007598 File format: json Status: Contains Validation Issues Number of Issues: 7 Number of Warnings: 4 Number of Value Errors: 7 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: Error: The value, "65-79", in ["SUBJECT"]["AGE_OR_AGE_RANGE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['weeks', 'days', 'months', 'years']. Ignore this when more complicated descriptions are required. Error: The value, "Male and female", in ["SUBJECT"]["GENDER"] should be one of "Male", "Female", "Male, Female", "Hermaphrodite", or "N/A". Ignore this when more complicated descriptions are required. Error: The value, "25", in ["CHROMATOGRAPHY"]["COLUMN_TEMPERATURE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['°C', 'C']. Ignore this when more complicated descriptions are required. Warning: The "Exact.mass" column at position 2 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "mass". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name. Warning: The "RefMet_ID" column at position 9 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "refmet". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name. Warning: The "RefMet_ID" column at position 9 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "refmet", and some of the values in the column do not match the expected type or format for that column. The non-matching values are: 0 RM0138941 1 RM0136025 2 RM0136025 3 RM0047891 4 RM0138903 5 RM0136686 6 RM0162041 7 RM0030166 8 RM0150612 9 RM0137452 10 RM0134978 11 RM0134983 12 RM0162502 13 RM0043084 14 RM0139553 15 RM0038562 16 RM0159828 17 RM0156433 18 RM0040741 19 RM0136074 20 RM0155888 21 RM0042978 22 RM0009096 23 RM0033451 24 RM0136101 25 RM0138920 26 RM0032943 27 RM0153706 28 RM0140662 29 RM0156401 30 RM0074032 31 RM0136177 32 RM0161098 33 RM0030044 34 RM0153669 35 RM0135874 36 RM0159092 37 RM0153208 40 RM0155771 41 RM0042691 42 RM0136727 43 RM0153056 44 RM0189017 45 RM0153032 46 RM0135956 47 RM0136787 48 RM0135867 49 RM0042346 50 RM0156087 51 RM0128522 52 RM0013408 53 RM0042689 54 RM0132180 55 RM0044554 56 RM0020531 57 RM0131856 58 RM0022896 59 RM0136107 60 RM0153225 61 RM0136067 62 RM0135950 63 RM0049827 64 RM0138932 65 RM0156701 66 RM0118349 68 RM0154009 69 RM0041817 70 RM0073686 71 RM0049281 72 RM0135870 73 RM0135875 74 RM0032913 75 RM0138921 76 RM0138930 77 RM0137319 78 RM0149937 79 RM0155896 80 RM0156418 81 RM0135898 82 RM0118303 83 RM0136247 84 RM0135911 85 RM0136205 86 RM0135907 87 RM0136634 88 RM0156416 89 RM0135975 90 RM0135963 91 RM0135871 92 RM0118068 93 RM0135724 94 RM0135905 95 RM0153048 96 RM0020356 97 RM0134993 98 RM0021629 99 RM0135391 100 RM0018361 101 RM0135869 102 RM0032992 103 RM0132194 104 RM0136057 105 RM0135868 106 RM0043519 107 RM0028739 108 RM0153397 109 RM0136225 110 RM0021619 111 RM0153097 112 RM0042389 113 RM0135884 114 RM0136022 115 RM0138857 116 RM0126032 117 RM0128363 118 RM0135876 119 RM0009827 120 RM0028430 121 RM0118311 122 RM0135885 123 RM0129784 124 RM0137513 125 RM0135906 126 RM0138922 127 RM0138946 128 RM0136097 129 RM0136032 130 RM0135879 131 RM0115777 132 RM0135878 133 RM0108986 134 RM0040205 135 RM0046981 136 RM0161012 137 RM0155934 138 RM0128403 139 RM0126043 140 RM0040238 141 RM0138943 142 RM0109018 143 RM0030190 144 RM0135891 145 RM0155945 146 RM0153263 147 RM0157861 148 RM0155944 149 RM0135901 150 RM0136106 151 RM0034128 152 RM0155912 153 RM0135893 154 RM0012560 155 RM0155778 156 RM0153962 157 RM0139022 158 Rm0135889 159 RM0136217 160 RM0136842 161 RM0135902 162 RM0135887 163 RM0160118 164 RM0136192 165 RM0110472 166 RM0135888 167 RM0136958 168 RM0132195 169 RM0018303 170 RM0156423 171 RM0033168 172 RM0033601 173 RM0136084 174 RM0137067 175 RM0135980 176 RM0129894 177 RM0021627 178 RM0135973 179 RM0135982 180 RM0135767 181 RM0072622 182 RM0136027 183 RM0135895 184 RM0042324 185 RM0136624 186 RM0040742 188 RM0135976 189 RM0135908 190 RM0043289 191 RM0000534 193 RM0004841 194 RM0050098 195 RM0134975 196 RM0152814 197 RM0153610 198 RM0132226 199 RM0135904 200 RM0155925 201 RM0136379 202 RM0118166 203 RM0153291 204 RM0155938 205 RM0160127 206 RM0157550 207 RM0136218 208 RM0050489 209 RM0135833 210 RM0156067 211 RM0153346 212 RM0002770 213 RM0135883 214 RM01371870 215 RM0135990 216 RM0136298 217 RM0136005 218 RM0013327 219 RM0136093 220 RM0155971 221 RM0136738 222 RM0137126 223 Rm0135920 224 RM0010441 225 RM0136156 226 RM0128505 227 RM0136079 228 RM0162118 229 RM0136399 230 RM0133216 231 RM0157850 232 RM0128765 233 RM0013709 234 RM0129975 235 RM0156450 236 RM0133217 237 RM0049838 238 RM0136404 239 RM0160327 240 RM0136059 241 RM0012554 242 RM0136188 243 RM0129458 244 RM0134973 245 RM0050340 246 RM0012948 247 RM0060581 248 RM0131854 249 RM0136291 250 RM0135912 251 RM0033030 252 RM0149940 253 RM0134987 254 RM0153848 255 RM0136730 256 RM0135897 257 RM0007522 258 RM0060576 259 RM0060578 260 RM0135981 261 RM0135671 262 RM0135899 263 RM0136004 264 RM0139715 265 RM0156676 266 RM0156781 267 RM0135924 268 RM0134967 269 RM0158596 270 RM0020730 271 RM0136611 272 RM0135925 273 RM0155901 274 RM0032433 275 RM0050344 276 RM0139023 277 RM0136206 278 RM0155940 279 RM0134982 280 RM0118223 281 RM0159435 282 RM0135917 283 RM0159438 284 RM0136085 285 RM0136742 286 RM0128618 287 RM0118176 288 RM0136063 289 RM0136017 290 RM0009124 291 RM0136024 292 RM0136740 293 RM0135807 294 RM0135896 295 RM0135934 296 RM0013437 297 RM0117395 298 RM0160856 299 RM0135933 300 RM0135932 301 RM0157921 302 RM0135929 303 RM0133219 304 RM0135928 305 RM0135935 306 RM0136018 307 RM0028185 308 RM0135930 309 RM0010946 310 RM0032268 311 RM0034160 312 RM0155911 313 RM0136029 Warning: The "PubChem_CID" column at position 3 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "pubchem_id". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name.