Healthcare reports are crucial for informed decision-making. Errors in these reports can lead to significant consequences. Stakeholders rely on accurate data to shape policies and allocate resources. When reports cite non-existent research, trust in the system diminishes. This issue is recurring, highlighting a systemic problem in report generation.