AI summary: Enhancing Statistical Analysis with ARDs and {cards}

Author

Becca Krouse and Davide Garolini, GSK/Roche

Davide introduced {cards} for enhancing statistical analysis using ARDs, which ensure reproducible results using the ADAM standard and separate results from presentation. {cards} and {gtsummary}, both part of the pharmaverse, create analysis results from ARDs metadata and tabulation, respectively. {cards} has wide adoption, and {cardx} extends its functionality. {gtsummary} now integrates with ARDs, enabling an ARD-first table creation approach, shown through a demographic example. A pilot study successfully reproduced clinical trial summary tables with these tools, highlighting their ease of adoption, quality control, and automation potential. However, fully metadata-driven ARS models can be cumbersome for non-standard tables, where scripts might be preferred. The ARDs team, led by Roche, was thanked, and attendees were directed to the project website for resources and a workshop.

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