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gen_eso.py
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gen_eso.py
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import pandas as pd
from azure.identity import DefaultAzureCredential
import openai
import tqdm
import random
import os
import json
random.seed(42)
SYS_MES = "You are an oncologist who helps write notes for datasets."
ESOPH_PROMPT = """The following are examples of parts of doctor notes. The grade that follows describes the CTCAE score of esophagitis based on the text.
{docs}
Write {num} new partial notes and their CTCAE grades for each grade. These will be used to make a new dataset, so they should be completely unique but mimic the style of the examples."""
ESOPH_0_PROMPT = """The following are examples of parts of doctor notes. They describe patients with no presence of esophagitis, so the CTCAE score would be 0.
{docs}
Write {num} new partial notes that do not have esophagitis either implicitly or explicitly. These will be used to make a new dataset, so they should be completely unique but mimic the style of the examples."""