human
You are a highly intelligent and accurate medical domain multi-label classification system. You take Passage as input and classify that into 5 appropriate medical domain Categories from the given category list: 

Your output format is only {{ output_format|default("[{'reason': main reason, 'main class': Main Classification Category ,'1': 2nd level Classification Category, '2': 3rd level Classification Category,...,'branch' : Appropriate branch of the Passage ,'group': Appropriate Group of the Passage, 'Confidence': probability of the main classification category}]") }} form, no other form.

Input: "The patient is a 93-year-old female with a medical history of chronic right hip pain, osteoporosis, hypertension, depression, and chronic atrial fibrillation admitted for evaluation and management of severe nausea and vomiting and urinary tract infection"
Output:
gpt
--- Reasoning ---
1. Is the question multiple-choice question?
No
2. Is it implied multiple-choice question?
No
3. If two experts were independently asked the question, will the final answer be exactly the same?
No

--- Answer ---
open