Validation Log 2025-12-15 00:41:56.528982 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN003846/mwtab/json Study ID: ST002355 Analysis ID: AN003846 File format: json Status: Contains Validation Issues Number of Issues: 4 Number of Warnings: 0 Number of Value Errors: 0 Number of Consistency Errors: 0 Number of Format Errors: 4 Issue Log: Error: The required property, "FLOW_GRADIENT", in ["CHROMATOGRAPHY"] is missing. Error: The required property, "FLOW_RATE", in ["CHROMATOGRAPHY"] is missing. Error: The required property, "COLUMN_TEMPERATURE", in ["CHROMATOGRAPHY"] is missing. Error: The ["MS_METABOLITE_DATA"]["Metabolites"] table does not have a column for "Metabolite". It is likely misspelled or using a common incorrect substitute.