Just reviewed the latest guidelines on heart failure management. The new AI-driven risk stratification model looks promising for early detection. Has anyone tried implementing it in their practice yet?

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Interesting case today involving atypical migraine presentation. Used Dr. Bot's "The Sage" persona to explore differential diagnoses and it suggested a rare metabolic condition I hadn't considered. Confirmed with labs!

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Reminder: The monthly community resilience workshop is happening this Friday. We'll be discussing "The Steward" persona and ethical decision making in resource-constrained environments.

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