Validation Log 2025-12-15 01:12:10.094696 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN004397/mwtab/json Study ID: ST002713 Analysis ID: AN004397 File format: json Status: Contains Validation Issues Number of Issues: 5 Number of Warnings: 3 Number of Value Errors: 5 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: Error: The value, "see gradient", 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, "45", 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 "m/z" column at position 2 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "moverz_quant". 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 "IonFormula" column at position 3 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 "IonFormula" column at position 3 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "formula", and some of the values in the column do not match the expected type or format for that column. The non-matching values are: 80 C27 H52 O12 N0 P1 87 C35 H68 O8 N0 P1 88 C35 H66 O8 N0 P1 89 C37 H70 O8 N0 P1 90 C39 H72 O8 N0 P1 186 C38 H74 O10 N0 P1 187 C38 H72 O10 N0 P1 188 C39 H74 O10 N0 P1 189 C40 H76 O10 N0 P1 190 C40 H74 O10 N0 P1 191 C42 H80 O10 N0 P1 192 C42 H78 O10 N0 P1 193 C46 H76 O10 N0 P1 194 C50 H74 O10 N0 P1 195 C41 H76 O13 N0 P1 196 C43 H78 O13 N0 P1 197 C44 H82 O13 N0 P1 198 C44 H80 O13 N0 P1 199 C45 H82 O13 N0 P1 200 C45 H78 O13 N0 P1 201 C46 H84 O13 N0 P1 202 C46 H80 O13 N0 P1 203 C47 H86 O13 N0 P1 204 C47 H84 O13 N0 P1 205 C47 H82 O13 N0 P1 206 C47 H80 O13 N0 P1 207 C47 H78 O13 N0 P1 208 C48 H86 O13 N0 P1 209 C48 H82 O13 N0 P1 210 C49 H86 O13 N0 P1 211 C49 H84 O13 N0 P1 212 C49 H82 O13 N0 P1 213 C49 H80 O13 N0 P1 214 C38 H73 O16 N0 P2