Validation Log 2026-05-03 08:06:03.043677 mwtab Python Library Version: 2.1.1 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN008074/mwtab/json Study ID: ST004775 Analysis ID: AN008074 File format: json Status: Contains Validation Issues Number of Issues: 22 Number of Warnings: 14 Number of Value Errors: 22 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: Error: The value, "20-49 grams", in ["SUBJECT"]["WEIGHT_OR_WEIGHT_RANGE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['g', 'mg', 'kg', 'lbs']. Ignore this when more complicated descriptions are required. Error: The value, "320°C", in ["MS"]["CAPILLARY_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. Error: The value, "45 liters per min", in ["MS"]["DRY_GAS_FLOW"] should be a number followed by a space with a unit (ex. "5 V") from the following list: ['L/hr', 'L/min']. Ignore this when more complicated descriptions are required. Error: The value, "320°C", in ["MS"]["DRY_GAS_TEMP"] should be a number followed by a space with a unit (ex. "5 V") from the following list: ['°C', 'C']. Ignore this when more complicated descriptions are required. Error: The value, "+3600 volts", in ["MS"]["ION_SPRAY_VOLTAGE"] should be a number followed by a space with a unit (ex. "5 V") from the following list: ['V', 'kV']. Ignore this when more complicated descriptions are required. Error: The value, "250 µl /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, "50", 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. Error: The value, "50", in ["CHROMATOGRAPHY"]["INJECTION_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'] or "room temperature". Ignore this when more complicated descriptions are required. Warning: The "Exact mass" column at position 4 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 "Standardized name" column at position 2 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "name". 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 14 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 14 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 RM0029559 1 RM0040717 2 RM0121226 3 RM0184846 4 RM0015503 6 RM0134350 7 RM0134377 8 RM0134377 9 RM0033544 10 RM0033544 11 RM0035365 12 RM0134369 13 RM0010356 14 RM0059921 15 RM0044103 16 RM0134083 17 RM0060558 19 RM0056435 20 RM0134475 21 RM0134475 22 RM0106163 23 RM0134455 24 RM0134455 25 RM0025459 26 RM0134906 27 RM0036783 28 RM0090089 29 RM0134841 30 RM0134841 32 RM0011317 33 RM0011317 34 RM0052166 35 RM0011313 36 RM0134891 37 RM0000544 38 RM0000568 39 RM0052169 40 RM0000437 41 RM0000437 42 RM0134843 43 RM0134858 44 RM0090134 45 RM0090134 46 RM0090134 47 RM0010728 48 RM0010728 49 RM0010728 50 RM0025463 51 RM0025463 52 RM0025463 53 RM0052177 54 RM0134901 55 RM0134901 56 RM0134894 57 RM0000877 58 RM0000877 59 RM0090132 60 RM0025422 61 RM0171088 62 RM0171088 63 RM0097853 64 RM0134818 65 RM0010754 66 RM0010754 67 RM0134944 68 RM0010761 69 RM0134821 70 RM0171049 71 RM0051707 72 RM0025534 73 RM0025534 74 RM0134865 75 RM0134865 76 RM0052185 77 RM0134900 78 RM0134845 79 RM0134844 80 RM0134820 81 RM0134946 82 RM0010755 83 RM0134823 84 RM0099478 85 RM0097851 86 RM0097851 87 RM0097851 88 RM0051748 89 RM0171051 90 RM0171051 91 RM0171250 92 RM0098366 93 RM0103428 94 RM0134847 95 RM0134875 96 RM0134817 97 RM0134824 98 RM0171053 99 RM0171090 100 RM0000567 101 RM0000569 102 RM0171089 103 RM0090187 104 RM0090187 105 RM0095704 106 RM0135672 107 RM0011528 108 RM0055034 109 RM0055034 110 RM0055038 111 RM0029366 112 RM0029366 113 RM0134757 114 RM0134757 115 RM0029374 116 RM0055036 117 RM0134702 118 RM0134782 119 RM0134744 120 RM0134765 121 RM0017454 122 RM0008898 123 RM0008898 124 RM0054420 125 RM0001619 126 RM0001619 127 RM0008899 128 RM0092661 129 RM0055077 130 RM0134715 131 RM0134767 132 RM0098699 133 RM0092655 134 RM0001469 135 RM0001469 136 RM0134795 137 RM0092660 138 RM0098698 139 RM0008718 140 RM0134796 141 RM0097814 142 RM0008296 143 RM0012147 144 RM0057160 145 RM0138712 146 RM0134522 147 RM0134523 148 RM0134523 149 RM0134537 150 RM0134523 151 RM0057263 152 RM0056502 153 RM0027240 154 RM0138711 155 RM0105646 156 RM0134671 157 RM0134672 158 RM0026316 159 RM0105910 160 RM0134153 161 RM0134099 162 RM0134100 163 RM0134157 164 RM0134155 165 RM0059426 166 RM0014300 167 RM0059116 170 RM0112934 173 RM0135025 174 RM0003411 175 RM0134320 176 RM0134321 177 RM0112573 178 RM0134322 179 RM0024220 180 RM0087242 181 RM0134295 182 RM0113224 183 RM0134235 184 RM0067984 185 RM0112841 Warning: The "Super class" column at position 5 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "class". 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 "Main class" column at position 6 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "class". 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 "Sub class" column at position 7 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "class". 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 CID" column at position 8 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 CID" column at position 8 in the ["MS_METABOLITE_DATA"]["Metabolites"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different. Warning: The "CHEBI_ID" column at position 9 in the ["MS_METABOLITE_DATA"]["Metabolites"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different. Warning: The "HMDB_ID" column at position 10 in the ["MS_METABOLITE_DATA"]["Metabolites"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different. Warning: The "LM_ID" column at position 11 in the ["MS_METABOLITE_DATA"]["Metabolites"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different. Warning: The "KEGG_ID" column at position 12 in the ["MS_METABOLITE_DATA"]["Metabolites"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different. Warning: The "INCHI_KEY" column at position 13 in the ["MS_METABOLITE_DATA"]["Metabolites"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.