OPP003 📄 Overview An EMR-embedded module that actively monitors patient charts against established clinical guidelines for hypothyroidism screening and diagnosis. For instance, if a patient presents with new-onset atrial fibrillation, autoimmune disease, or is on specific medications (e.g., amiodarone, lithium) and lacks recent TSH testing, the system proactively suggests ordering a TSH/fT4 panel to the clinician during the encounter or flags it for review. This goes beyond simple rules-based alerts by incorporating more complex guideline logic and clinical context. Key technologies: 👤 Target users: 👍 Benefits Standardize diagnostic practices across healthcare settings • Improve adherence to evidence-based guidelines • Reduce missed opportunities for screening in high-risk groups • Minimize variations in care • Potentially reduce medical liability through documented guideline adherence Use bullets or new lines. 👎 Challenges Maintaining up-to-date clinical guidelines within the system • Customization for organizational-specific protocols • Avoiding 'cookbook medicine' perception by clinicians • Ensuring alerts are delivered at the most opportune moment in the workflow • Performance and scalability across large patient populations 📋 Regulatory & Validation Likely Class I or II SaMD (Clinical Decision Support - CDS). • Clear documentation of guideline sources and version control. • Transparency in logic and rules for auditability. • Focus on 'assist' rather than 'direct' diagnosis to manage regulatory burden.