Phenotype and clinical tables: inspect before testing
Report fields, missingness, and group sizes before deciding whether comparison is valid.
Related methods: EDA
Clinical baselines, qPCR, and pathology scores should first be checked for shape, types, and missingness. Do not infer endpoints from column names or causality from one table.