For example, a voice-based conversational GenAI application effectively provided an autonomous real-time remote patient intervention for basal insulin management among patients with type 2 diabetes by incorporating HCP-selected titration algorithms and emergency protocols (parameters) for hypoglycemia and hyperglycemia based on daily patient reports of insulin dose and blood sugar value. The gene discussed is INS; the disease is Hypoglycemia.