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MAIC (Baillie lab, University of Edinburgh) is a Python package and command-line tool that integrates genome-scale study results by iteratively weighting data sources against each other, applied to meta-analyses in critical care medicine including bronchopulmonary dysplasia, influenza, and COVID-19.