Request for data sample format (train/valid.jsonl)

[vicky-yuan]

Hi Authors,

Thank you for open-sourcing Doctor-R1!

I am currently working on replicating the experiments step-by-step. However, I couldn’t find specific examples for the training and validation data files (train/valid.jsonl).

Could you please provide a few sample entries or a dummy example of the expected data format? It would be very helpful for ensuring my data preprocessing is correct.

Thanks!

[thu-unicorn]

Here is the input data format, hope it helps!

{ "data_source": "kamed", "topic": "Gastropathy", "department": "Traditional Chinese Medicine", "subdepartment": "Internal Medicine of Traditional Chinese Medicine", "disease": "Gastropathy", "prompt": [ { "content": "You are an experienced doctor tasked with providing a professional diagnosis and treatment plan for a patient through a consultation dialogue. Please carefully listen to the patient's responses, ask targeted questions.\n\nQuick Guide\nObjective:\n1. Gather key information through effective questioning. Each question should be based on the previous round’s information. Avoid repeating questions.\n\nRules:\n1. Complete both action per turn: provide thinking and ask a question.\n2. Repetitive or similar questions are strictly prohibited.\n\nResponse Format:\n<think> [Your reasoning] </think>\n<answer> If information is insufficient, ask one question only, in the following format:\nQuestion: (Your question).\n</answer>\n<answer> If information is sufficient, provide diagnosis and recommendation, in the following format:\nRecommendation: (Your diagnosis and recommendation)\n</answer>.\n\n\nDecide your next action:\nAlways output: <think> [Your reasoning] </think> <answer> [Your reply] </answer> Do not include any additional text. Follow this format strictly.", "role": "system" }, { "content": "Is Western medicine or traditional Chinese medicine more effective for treating stomach ailments? Male, 18 years old.", "role": "user" }, { "content": "<think>The patient greeted me. I should respond in a friendly and professional manner while setting the stage for the consultation.\n</think> <answer>Treating stomach issues relies 30% on medication and 70% on nourishment and lifestyle. Both traditional Chinese medicine and Western medicine have similar effects. For severe acid reflux caused by excess stomach acid, it's better to take lazole class acid suppressants, which have good antacid effects.</answer>", "role": "assistant" }, { "content": "How to nurture?", "role": "user" }, { "content": "<think>The assistant mentioned \"severe acid reflux caused by excess stomach acid,\" suggesting a possible diagnosis of gastritis or GERD with stomach heat. The recommendation of \"lazole\" class acid suppressants aligns with Western medicine's approach to managing acid reflux. I need to provide lifestyle and dietary recommendations, which are crucial for long-term management according to TCM principles of \"nourishment and lifestyle\". Avoiding irritating foods and maintaining regular habits are essential. Since I am unable to see the patient in person, I will need to gather more information via tongue diagnosis, which is a key component of TCM assessment. Observing the tongue's color and coating can provide valuable clues about the patient's overall condition and the underlying imbalance.\n</think> <answer>Maintain a light and easily digestible diet routinely, avoid spicy, cold, and greasy fried foods. Keep regular meal times, avoid overeating or fasting, and do not stay up late. Especially recently, when experiencing stomach discomfort, do not eat fishy or seafood. If convenient, please take a photo of your tongue and send it to me for a review. It’s best to shoot in a naturally lit place, with your tongue naturally extended to reveal the full surface. The color in the photo should be similar to what you see in the mirror, and the thickness of the tongue coating should also match what you observe with the naked eye.</answer>", "role": "assistant" }, { "content": "Okay, so I won't be able to eat any other foods in the future? The picture cannot be displayed due to privacy reasons.", "role": "user" } ], "ability": "medical_consultation", "reward_model": { "ground_truth": "Gastropathy", "style": "rule" }, "extra_info": { "answer": "<think>The patient has provided a tongue image after my request. The assistant already gave general advice on diet and lifestyle. Now I need to analyze the tongue image to provide more specific TCM dietary recommendations based on the tongue diagnosis. The assistant mentioned possible \"dual deficiency of qi and yin\" and a \"slightly thick coating\", so I will focus on those aspects in my analysis and tailor my advice accordingly. I will advise on foods that address qi and yin deficiency and avoid dampness that the coating indicates.\n</think> <answer>Tongue appearance of dual deficiency of qi and yin shows a slightly thick coating. You should limit the intake of sweet foods such as pastries and bread. You can make some rice porridge to nourish the stomach, adding ingredients like coix seed, red beans, lily bulbs, and goji berries. In daily life, you can eat more Chinese yam and taro. Since your stomach is weak, you should avoid spicy and greasy foods in the future.</answer>", "index": 60, "interaction_kwargs": { "disease": "Gastropathy", "ground_truth": "<think>The patient has provided a tongue image after my request. The assistant already gave general advice on diet and lifestyle. Now I need to analyze the tongue image to provide more specific TCM dietary recommendations based on the tongue diagnosis. The assistant mentioned possible \"dual deficiency of qi and yin\" and a \"slightly thick coating\", so I will focus on those aspects in my analysis and tailor my advice accordingly. I will advise on foods that address qi and yin deficiency and avoid dampness that the coating indicates.\n</think> <answer>Tongue appearance of dual deficiency of qi and yin shows a slightly thick coating. You should limit the intake of sweet foods such as pastries and bread. You can make some rice porridge to nourish the stomach, adding ingredients like coix seed, red beans, lily bulbs, and goji berries. In daily life, you can eat more Chinese yam and taro. Since your stomach is weak, you should avoid spicy and greasy foods in the future.</answer>", "name": "kamed", "query": [ { "content": "Is Western medicine or traditional Chinese medicine more effective for treating stomach ailments? Male, 18 years old.", "role": "user" }, { "content": "<think>The patient greeted me. I should respond in a friendly and professional manner while setting the stage for the consultation.\n</think> <answer>Treating stomach issues relies 30% on medication and 70% on nourishment and lifestyle. Both traditional Chinese medicine and Western medicine have similar effects. For severe acid reflux caused by excess stomach acid, it's better to take **lazole** class acid suppressants, which have good antacid effects.</answer>", "role": "assistant" }, { "content": "How to nurture?", "role": "user" }, { "content": "<think>The assistant mentioned \"severe acid reflux caused by excess stomach acid,\" suggesting a possible diagnosis of gastritis or GERD with stomach heat. The recommendation of \"lazole\" class acid suppressants aligns with Western medicine's approach to managing acid reflux. I need to provide lifestyle and dietary recommendations, which are crucial for long-term management according to TCM principles of \"nourishment and lifestyle\". Avoiding irritating foods and maintaining regular habits are essential. Since I am unable to see the patient in person, I will need to gather more information via tongue diagnosis, which is a key component of TCM assessment. Observing the tongue's color and coating can provide valuable clues about the patient's overall condition and the underlying imbalance.\n</think> <answer>Maintain a light and easily digestible diet routinely, avoid spicy, cold, and greasy fried foods. Keep regular meal times, avoid overeating or fasting, and do not stay up late. Especially recently, when experiencing stomach discomfort, do not eat fishy or seafood. If convenient, please take a photo of your tongue and send it to me for a review. It’s best to shoot in a naturally lit place, with your tongue naturally extended to reveal the full surface. The color in the photo should be similar to what you see in the mirror, and the thickness of the tongue coating should also match what you observe with the naked eye.</answer>", "role": "assistant" }, { "content": "Okay, so I won't be able to eat any other foods in the future? The picture cannot be displayed due to privacy reasons.", "role": "user" } ] }, "question": "<|im_start|>user\nIs Western medicine or traditional Chinese medicine more effective for treating stomach ailments? Male, 18 years old.<|im_end|>" } }