Validation Log 2025-12-14 23:23:01.591704 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN002464/mwtab/txt Study ID: ST001487 Analysis ID: AN002464 File format: txt Status: Contains Validation Issues Number of Issues: 8 Number of Warnings: 1 Number of Value Errors: 2 Number of Consistency Errors: 0 Number of Format Errors: 6 Issue Log: Error: The value, "000000", for "PROJECT_ID" in the file header must be the letters "PR" followed by 6 numbers. Ex. "PR001405". Error: The required property, "FLOW_GRADIENT", in the "CHROMATOGRAPHY" section is missing. Error: The required property, "FLOW_RATE", in the "CHROMATOGRAPHY" section is missing. Error: The required property, "COLUMN_TEMPERATURE", in the "CHROMATOGRAPHY" section is missing. Error: The required property, "SOLVENT_A", in the "CHROMATOGRAPHY" section is missing. Error: The required property, "SOLVENT_B", in the "CHROMATOGRAPHY" section is missing. Error: Unknown or invalid section, "FACTORS". Warning: The "PubChem ID" column at position 2 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.