We recently used MedGemma within a multi-agent system, for improving chronic pain and opioid use disorder outcomes.
MedGemma was tasked with assessing whether a clinically defined pain spike occurred relative to patient-specific baselines. MedGemma was particularly strong at anchoring to baselines, applying threshold definitions consistently, and producing clear, structured determinations rather than narrative summaries.
In a constrained, definition-driven framework, it handled the pain spike assessment task more effectively than several general-purpose models we tested.
Blogpost: LLMs to Aid in the Management of Chronic Pain and Opioid Use Disorder
We are interested in similar use cases and your thoughts!
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