Glossary

Stack Favorites

Updated February 28, 2026

Favorites are retrieval tools, not proof a stack is the best option for your current context.

Why it matters

They help speed re-entry but can become stale as evidence and your constraints change.

Governance and versioning

• review favorites after guideline, lab, or adverse updates
• mark outdated favorites as inactive
• re-run validation checks before reusing old favorites

Inactive or stale cleanup

Remove favorites that:

• have unresolved adverse flags
• no longer match new medication context
• create duplicate ingredient overload

Practical action step

Use a monthly favorites audit and confirm each entry still matches your current safety boundary before re-adding.

Uncertainty and limits

• Evidence is limited on long-term retention value of saved favorites in variable environments.
• Evidence is limited on stale-stack persistence when routines shift significantly.

Cross-site references

• Stack template
• Top stack recommendation
• Stop rule

How this appears in Unfair

Favorites are surfaced for convenience but remain governed by current guardrails and updated risk profiles.

Clinical safety note

If a favorite becomes high-risk under new conditions, disable it before adding anything else.