Validation Log 2025-12-15 02:04:15.378167 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN005252/mwtab/txt Study ID: ST003202 Analysis ID: AN005252 File format: txt Status: Contains Validation Issues Number of Issues: 6 Number of Warnings: 4 Number of Value Errors: 5 Number of Consistency Errors: 0 Number of Format Errors: 1 Issue Log: Error: The required property, "ANALYSIS_TYPE", in the "ANALYSIS" section is missing. Error: The value, "800", for the subsection, "SPECTROMETER_FREQUENCY", in the "NM" section should be a number followed by a space with a unit (ex. "5 V") from the following list: ['MHz']. Ignore this when more complicated descriptions are required. Warning: The "PubChem" column at position 3 in the 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 "KEGG" column at position 5 in the METABOLITES table, matches a standard column name, "kegg_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 "HMDB" column at position 2 in the METABOLITES table, matches a standard column name, "hmdb_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 "ChEBI" column at position 4 in the METABOLITES table, matches a standard column name, "chebi_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.