Methods and systems for determining a prescriptive therapy instruction set

A system for determining a prescriptive therapy instruction set, the system comprising a computing device configured to:

• receive a first subject prescription datum associated with a first subject;
• receive a user feedback datum associated with a first subject;
• determine a first prescriptive therapy instruction set by:
• training a prescriptive therapy instruction set machine learning model on a training dataset including a plurality of example subject prescription data and user feedback data as inputs correlated to a plurality of example prescriptive therapy instruction sets as outputs;
• and
• generating, the first prescriptive therapy instruction set as a function of the first subject prescription datum and the user feedback datum using the trained prescriptive therapy instruction set machine learning model;
• input the first prescriptive therapy instruction into a large language model (LLM);
• and
• generate one or more natural language explanations as a function of the first prescriptive therapy instruction, using the LLM.

A method for determining a prescriptive therapy instruction set, the method comprising:

• receiving a first subject prescription datum associated with a first subject;
• receiving a user feedback datum associated with a first subject;
• determining a first prescriptive therapy instruction set by:
• training a prescriptive therapy instruction set machine learning model on a training dataset including a plurality of example subject prescription data and user feedback data as inputs correlated to a plurality of example prescriptive therapy instruction sets as outputs;
• and
• generating, the first prescriptive therapy instruction set as a function of the first subject prescription datum and the user feedback datum using the trained prescriptive therapy instruction set machine learning model;
• inputting the first prescriptive therapy instruction into a large language model (LLM);
• and
• generating one or more natural language explanations as a function of the first prescriptive therapy instruction, using the LLM.