Clinical Consensus Index
Alerah AI forms clinical consensus through a multi-model architecture in which four independent AI models (Gemini 3, Gemini 3 Pro, Sonnet 4.5, GPT 5.2) analyze each clinical question. Two independent external auditors (Grok 4, Opus 4.5) perform verification separately from consensus formation.
27 consensus topics available. View Disagreement Index →
Cardiology
- What are the first-line treatments for essential hypertension in adults? 92%
- When should intervention be considered for aortic stenosis? 88%
- What is the optimal acute management strategy for STEMI? 96%
- How should heart failure be classified and staged? 94%
- What is the recommended diagnostic approach for stable angina? 89%
- How should atrial fibrillation be managed? 91%
Endocrinology
- What is the recommended initial management for newly diagnosed type 2 diabetes? 94%
- What is the current approach to type 2 diabetes management? 96%
- What is the recommended workup for adrenal incidentalomas? 91%
- How should thyroid nodules be evaluated? 92%
Gastroenterology
- What is the evidence-based approach to GERD management? 93%
- What are the treatment principles for IBD? 91%
Infectious Disease
- What is the recommended antibiotic approach for CAP? 94%
- When and how should ART be initiated? 97%
- What are the key principles of early sepsis management? 95%
Nephrology
- What is the approach to AKI management? 91%
- How can CKD progression be slowed? 93%
- How should hyperkalemia be managed acutely? 92%
Neurology
- What is the acute management of ischemic stroke? 96%
- What are the evidence-based approaches to migraine prevention? 90%
Psychiatry
Pulmonology
- What is the approach to acute asthma exacerbation? 94%
- What is the current approach to stable COPD management? 92%
- How should pulmonary embolism be diagnosed? 93%
Rheumatology
- How should acute and chronic gout be managed? 91%
- What is the treatment approach for rheumatoid arthritis? 93%
Disclaimer: These consensus summaries are for informational purposes only and do not constitute medical advice.