Validation Log 2026-01-11 07:22:24.713887 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN006623/mwtab/json Study ID: ST004017 Analysis ID: AN006623 File format: json Status: Contains Validation Issues Number of Issues: 7 Number of Warnings: 5 Number of Value Errors: 6 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: Error: The value, "0.200 mL/minute", in ["CHROMATOGRAPHY"]["FLOW_RATE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['mL/min', 'uL/min', 'μL/min']. Ignore this when more complicated descriptions are required. Error: The value, "30", 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 "chemical formula" column at position 2 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "formula". 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 "Pubchem id" 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. Warning: The "Pubchem id" column at position 3 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "pubchem_id", and some of the values in the column do not match the expected type or format for that column. The non-matching values are: 2 C00197 3 C01005 4 C00334 5 C01134 6 C03492 7 C00847 8 C00119 9 C00345 11 C00024 13 C02727|C12989 14 C00417|C02341 15 C00498 16 C00026 17 C00213 18 C00062 20 C00152 21 C00049 26 C00112 27 C00307 28 C00570 30 C06907 31 C02226 32 C00158|C00311 33 C00055 34 C00010 35 C00300 36 C00063 37 C00575 38 C00491 39 C00475 40 C00360 41 C00131 42 C00705 43 C00239 44 C00458 45 C05274 46 C00279 47 C00008 48 C00257 49 C03783 50 C00362 51 C00002 52 C00337 53 C00111 54 C00408 55 C00281|C05382|C06222 56 C00363 57 C00364 58 C00459 59 C00365 60 C00016 61 C00061 62 C00504 64 C00122 65 C00035 66 C00198 67 C00103 68 C00025 69 C00064 70 C00051 71 C00127 73 C06193 74 C00044 75 C00242 77 C00085 78 C00135 80 C01157 81 C00262 82 C00104 83 C00130 84 C16074 86 C00328|C01718 87 C00186|C00256|C01432 88 C03406 90 C00123 91 C00047 92 C00149|C00497|C00711 93 C01384 94 C00073 95 C00137 96 C02593 97 C04256|C00357 98 C00624 99 HMDB06029 100 C01073 101 C00437 102 C00003 103 C00004 104 C00006 105 C00005 106 C00438 108 C00253 111 C00077 112 C01103 113 C00864 115 C00079 116 C00074 121 C00148 124 C00314 125 C01879 126 C00013 127 C00255 130 C00117 132 C00021 136 C00065 137 C00170 138 C00093 139 C02170 140 C00091|C00683|C02557 141 C00245 142 C00378 143 C00068 144 C00263 145 C00078|C00525|C00806 146 C00082 147 C00015 148 C00029 149 C00167 150 C00043 151 C00105 152 C00299 153 C00075 156 C00183 157 C01762 158 C00655 Warning: The "retention index" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "retention_index". 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 column "retention index" was found in the ["MS_METABOLITE_DATA"]["Metabolites"] table, but this column implies that another column, "retention_index_type", should also exist, and that column was not found.