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This post summarizes common pathway categories used in real-world antimicrobial stewardship, then shows how a predefined formulary can be encoded as auditable rules (drug, dose, route, duration) keyed off pathogen + AMR.

Medication guides are essential tools designed to help patients understand their prescription drugs and use them safely. These written documents translate complex medical information into clear, practical language. Although they may appear simple, medication guides play a significant role in improving safety, preventing misuse, and supporting better health outcomes.

In this blog post, we will explore how to transform a generative AI system into a safe, consistent, and up-to-date engine for infectious-disease lab test reports by addressing hallucination, non-determinism, and out-of-date knowledge with retrieval-augmented generation and living reference pipelines.