QUALITY_MAD =========== Python object: ``phenotypic.schema._quality_mad.QUALITY_MAD`` Measurement info for the replicate-agreement MAD QC check. Documents the per-check extra columns produced by the median absolute deviation (MAD) agreement check, which gauges how tightly biological replicates or detection runs agree on a colony phenotype. The MAD is a robust spread estimate that resists single contaminated or mis-segmented colonies, so these columns help flag groups whose disagreement signals imaging artifacts rather than real biology. .. list-table:: Category: **QC_MAD** :header-rows: 1 * - Column label - Description * - ``QC_MAD_Median`` - Group median of the measurement. * - ``QC_MAD_MAD`` - Median absolute deviation (raw, before normalization). * - ``QC_MAD_NumMembers`` - Members contributing to the statistic.