Assessing the Effectiveness of Large Language Model (LLM)-Enabled Nurse Treatment Planning in 2 Indian Districts

Inclusion Criteria

• •1. Adults aged ≥18 years
• •2. Presenting to participating primary care facilities in study sites
• •3. Meeting criteria for at least one of the following conditions or symptoms:
• •* Hypertension: Known diagnosis
• •* Diabetes mellitus: Known diagnosis or laboratory evidence (HbA1c ≥6.5%, fasting blood glucose ≥126 mg/dL, or post-prandial glucose ≥200 mg/dL)
• •* Fever: Presenting as chief complaint
• •* Breathlessness: Presenting as chief complaint, without evidence of fever
• •* Musculoskeletal pain: Presenting as chief complaint, without evidence of fever
• •4. Able and willing to provide written informed consent
• •5. Willing to participate in two sequential consultations and complete an exit survey