jshargo/mts-medical-trainset2 huggingface dataset:
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: FAM/SOCHX
Patient Information: The patient lives with her husband of 48 years.  She used to be employed as a registered nurse.  Her husband states that she does have a pattern of self-prescribing for minor illness, but does not think that she has ever taken muscle relaxants or sedative medications without prescriptions.  She rarely drinks socially.  She denies any illicit substance usage.  Her husband reportedly gives her medication daily.  Has been proactive in terms of seeking mental health care and medical care.  The patient and husband report that from March 2009, she has been relatively independent, more socially active.

Based on this context, ask appropriate follow-up questions to gather more information before providing medical advice. Use the questioning patterns that doctors typically employ.

user: Hello, I'm here for my appointment.

assistant: Hi, there.

user: Hi. Hi! It is nice to meet you.

assistant: It is nice to meet you as well. You are the husband, correct?

user: Yes. I am the husband.

assistant: How long have you two been married?

user: We have been married for forty eight years.

assistant: Do you live in the same household?

user: Yes.

assistant: Do you have a primary care physician?

user: No, I am currently looking for someone. I have also been looking for someone to see for my mental health issues.

assistant: I have a few recommendations I can give to you if you would like.

user: I would like your recommendations for both.

assistant: Are you working currently?

user: No, I am not. I used to work as a registered nurse. It has become too much for me right now.

assistant: Do you drink alcohol or use any recreational drugs?

user: I don't do any drugs. I drink very rarely. I only drink is social situations.

assistant: Have you ever taken any prescription drugs, muscle relaxants or sedative medications?

user: I don't think that she has ever taken muscle relaxants or sedative medications without prescriptions. I give her, her medications every day so she doesn't forget.

assistant: Oh, okay.

user: She does have a pattern of self-prescribing for minor illness. She loves WebMD.

assistant: Okay. How have you been feeling lately? Have you been participating in social activities?

user: Since this last March I have been feeling more social and have been doing things on my own more. She used to never leave the house unless I go with her. She has defiantly been more independent lately. She even went and met a friend for coffee the other day.

assistant: That is great to hear.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: PASTSURGICAL
Patient Information: 1. A D and C. 2. Bone fragment removed from her right arm. 3. Ovarian cancer staging.

Based on this context, ask appropriate follow-up questions to gather more information before providing medical advice. Use the questioning patterns that doctors typically employ.

user: Hello, I'm here for my appointment.

assistant: Do you have a history of surgeries?

user: I had a bone fragment removed from my right arm. I had a D and C done a long time ago. It was a treatment for H P V. More recently I had an ovarian cancer staging biopsy done. I have not heard back with the results yet. I only had it done less then a week ago.

assistant: How are you feeling after the biopsy?

user: I had a significant amount of pain for two to three days after. I feel better now.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: FAM/SOCHX
Patient Information: Noncontributory.

Based on this context, ask appropriate follow-up questions to gather more information before providing medical advice. Use the questioning patterns that doctors typically employ.

user: Hello, I'm here for my appointment.

assistant: Anybody else in your family suffers from this condition?

user: No.

assistant: Okay.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: GENHX
Patient Information: The patient is in with several medical problems.  She complains of numbness, tingling, and a pain in the toes primarily of her right foot described as a moderate pain.  She initially describes it as a sharp quality pain, but is unable to characterize it more fully.  She has had it for about a year, but seems to be worsening.  She has little bit of paraesthesias in the left toe as well and seem to involve all the toes of the right foot.  They are not worse with walking.  It seems to be worse when she is in bed.  There is some radiation of the pain up her leg.  She also continues to have bilateral shoulder pains without sinus allergies.  She has hypothyroidism.  She has thrombocythemia, insomnia, and hypertension.

Based on this context, ask appropriate follow-up questions to gather more information before providing medical advice. Use the questioning patterns that doctors typically employ.

user: Hello, I'm here for my appointment.

assistant: Hello Miss Jane, how are you?

user: I am good, thank you for asking.

assistant: So, tell me what brings you here?

user: I have so many issues and problems, where do I start?

assistant: Start by telling the one troubling you the most.

user: I have this pain in my toes on the right side and I also feel this numbness there.

assistant: Okay and do you feel any tingling sensation? Or feeling like your leg is giving away?

user: Yes, I feel the tingling and sometimes. I feel like my leg has fallen asleep.

assistant: Hm, tell me about your pain. Is it mild, moderate, or severe?

user: Well, I will say it's moderate.

assistant: Would you define it as sharp shooting pain or dull kind of radiating pain?

user: Maybe sharp pain but I am not sure how to describe it. But it radiates up the leg.

assistant: Okay. How long have you had this problem?

user: It's been there for almost one year but now it started to get worst.

assistant: I see, does it get worse when you walk?

user: No, mostly when I am in bed. And sometimes I feel it on my left toe as well.

assistant: It looks like you have paresthesia in the toes of your right foot and I feel your left toe also has the same problem.

user: Yeah, I thought so. I read over the internet. But anyways, I am also having this shoulder pain on both sides, plus I am not able to sleep at night. I have high blood pressure and hypothyroidism.

assistant: Well-

user: Well, that's not it. I have thrombo-

assistant: Thrombocythemia.

user: Yeah, that.

assistant: How are your allergies by the way?

user: I have no sinus allergies, thankfully.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: FAM/SOCHX
Patient Information: The patient was from Brazil. He moved to the United States one year ago. He denied any history of tobacco, alcohol, or illicit drug use. He was married and monogamous. He worked as an engineer/manager, and stated that his job was "very stressful". He had recently been admitted to an MBA program. The patient denied recent travel or exposures of any kind.

Based on this context, ask appropriate follow-up questions to gather more information before providing medical advice. Use the questioning patterns that doctors typically employ.

user: Hello, I'm here for my appointment.

assistant: Hi, how are you?

user: I am good, Doctor.

assistant: So, I see you recently moved to U S A from Brazil, right?

user: Yes, about one year back. I was an engineer manager back there, but my job was so stressful that when I got admitted in the M B A program here in the states, I took it.

assistant: Wow, that's quite a move!

user: Yeah.

assistant: How about your family; wife or girlfriend?

user: I am a one women man. I married my childhood sweetheart.

assistant: Nice. Did you travel outside the country recently or have risk of any kind of exposure?

user: No, I haven't traveled anywhere not even within the country.

assistant: Okay. Tell me something, do you smoke or drink?

user: No, I don't.

assistant: And have you in the past used any recreational or illegal drugs?

user: No, never.

assistant: Okay, good.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: FAM/SOCHX
Patient Information: He does admit to one half pack of cigarette consumption per day.  He denies any alcohol consumption.

Based on this context, ask appropriate follow-up questions to gather more information before providing medical advice. Use the questioning patterns that doctors typically employ.

user: Hello, I'm here for my appointment.

assistant: Do you drink, sir?

user: No, I don't drink at all.

assistant: How about tobacco? Do you smoke?

user: Well, yes.

assistant: How much do you smoke, sir?

user: I smoke about a half a pack of cigarettes a day.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: GENHX
Patient Information: XYZ is in today not feeling well for the last three days.  She is a bit sick with bodyaches.  She is coughing.  She has a sore throat, especially when she coughs.  Her cough is productive of green colored sputum.  She has had some chills.  No vomiting.  No diarrhea.  She is sleeping okay.  She does not feel like she needs anything for the cough.  She did call in yesterday, and got a refill of her Keflex.  She took two Keflex this morning and she is feeling a little bit better now.  She is tearful, just tired of feeling ran down.

Based on this context, ask appropriate follow-up questions to gather more information before providing medical advice. Use the questioning patterns that doctors typically employ.

user: Hello, I'm here for my appointment.

assistant: How are you feeling? You have been sick?

user: Yes, I am not feeling well for the last three days.  I have bad body aches, cough and a sore throat.

assistant: Do you get wet cough or it's dry? What color sputum comes out?

user: It is wet and green colored stuff comes out.

assistant: Okay we will need to send it out to culture, maybe an infection. How about fever, chills, nausea, vomiting, diarrhea anything like that? Are you sleeping well?

user: Everything is fine except some chills? I am sleeping okay.

assistant: Do you need anything for cough?

user: I don't need anything for the cough. I did call yesterday and got a refill of my Keflex. Then I took two Keflex this morning and I am feeling little bit better now.

assistant: Okay then why are you crying, ma'am?

user: I am just tired of feeling like ran down.

assistant: I am so sorry.

user: Hm.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: CC
Patient Information: Arm and leg jerking.

Based on this context, ask appropriate follow-up questions to gather more information before providing medical advice. Use the questioning patterns that doctors typically employ.

user: Hello, I'm here for my appointment.

assistant: Hi there, what's going on with you?

user: Well, I am having this weird jerky movement in my arm and leg.

assistant: Oh okay, let me take a look.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: CC
Patient Information: The patient is a 62-year-old male with a history of drug use.  He had a history of injection of heroin into his bilateral thighs.  Unfortunately, he developed chronic abscesses, open wounds on his bilateral thighs, much worse on his right than his left.  Decision was made to do a radical excision and then it is followed by reconstruction.

Based on this context, ask appropriate follow-up questions to gather more information before providing medical advice. Use the questioning patterns that doctors typically employ.

user: Hello, I'm here for my appointment.

assistant: Hi there, how is it going?

user: Hi doctor, I am his son Ethan.

assistant: Nice to meet you. So, I see your father has a history of drug abuse, right?

user: Yes. Not abuse, I just used to do drugs. The last time I really made a big mistake I injected the heroine directly into both of my thighs and unfortunately, I got these ulcers which are not going away.

assistant: Yeah, this is really unfortunate. I can see these open wounds, it's because of the chronic abscesses.

user: The right thigh looks worse than the left one.

assistant: Yeah, I see that. How old is your father?

user: He is sixty two.

assistant: Does he have any other medical issues like sugar or blood pressure?

user: No.

assistant: Okay, I think we need to surgically remove this whole area and then do a reconstruction.

user: And is that the only way?

assistant: According to me, yes! I mean the wounds are not healing and it is only getting worst.

user: Okay then we will follow whatever you suggest.

assistant: Okay.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: FAM/SOCHX
Patient Information: Married, 3 children who are healthy. She denied any Tobacco/ETOH/Illicit drug use.

Based on this context, ask appropriate follow-up questions to gather more information before providing medical advice. Use the questioning patterns that doctors typically employ.

user: Hello, I'm here for my appointment.

assistant: Do you smoke cigarettes or use any tobacco products, miss?

user: No.

assistant: Do you drink alcohol and if so, how many drinks do you consume in a typical week?

user: I don't drink.

assistant: Do you use any recreational drug or other substances?

user: No.

assistant: Do you have children?

user: Yes. I have three kids.

assistant: Do your children have any health conditions?

user: No.

assistant: Are you married?

user: Yes.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: FAM/SOCHX
Patient Information: Noncontributory.

Based on this context, ask appropriate follow-up questions to gather more information before providing medical advice. Use the questioning patterns that doctors typically employ.

user: Hello, I'm here for my appointment.

assistant: How is your family doing?

user: They all are good.

assistant: Are you aware of any medical issues in your family?

user: No, not to my knowledge.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: PASTMEDICALHX
Patient Information: Unremarkable.

Based on this context, ask appropriate follow-up questions to gather more information before providing medical advice. Use the questioning patterns that doctors typically employ.

user: Hello, I'm here for my appointment.

assistant: Have you ever had spine problems before?

user: What, like an injury?

assistant: Well, it's broad. It could be an injury, or just any kind of pain.

user: Oh, no. I've never had any problems.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: GENHX
Patient Information: The patient rates the pain at 2/10 on the pain analog scale.  The patient states that with elevation and rest, her pain subsides.

Based on this context, ask appropriate follow-up questions to gather more information before providing medical advice. Use the questioning patterns that doctors typically employ.

user: Hello, I'm here for my appointment.

assistant: With ten being the worse pain ever, how would you rate your pain out of ten today, ma'am?

user: Um, out of ten, I'd say it's about a two.

assistant: That's good. What helps the pain feel better?

user: Um, it gets better with elevation, and when I just rest.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: FAM/SOCHX
Patient Information: History of alcohol use in the past. He is basically requesting for more and more pain medications.  He states that he likes Dilaudid and would like to get the morphine changed to Dilaudid.  His pain is tolerable.

Based on this context, ask appropriate follow-up questions to gather more information before providing medical advice. Use the questioning patterns that doctors typically employ.

user: Hello, I'm here for my appointment.

assistant: Do you drink?

user: I used to drink before, but now I have stopped it completely.

assistant: How would you rate your pain?

user: It is tolerable, like five out of ten but I do need some pain medications.

assistant: Then why do you need more pain medications?

user: Sometimes it gets hard, I really need some more pain medications.

assistant: Do you have morphine? Do you need more?

user: I don't like morphine. Can you change it to Dilaudid? I like that medicine. That one works for me great.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: PASTMEDICALHX
Patient Information: Back closure for spina bifida, hysterectomy, breast reduction, and a shunt.

Based on this context, ask appropriate follow-up questions to gather more information before providing medical advice. Use the questioning patterns that doctors typically employ.

user: Hello, I'm here for my appointment.

assistant: She has a vast history of surgeries. Yeah, I am looking at her reports. She had surgery for spina bifida when she was a baby and they had to put a shunt. Yeah, later she had her uterus removed and also had to undergo a breast reduction surgery. Hm.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: FAM/SOCHX
Patient Information: She is married and does not smoke or drink nor did she ever.

Based on this context, ask appropriate follow-up questions to gather more information before providing medical advice. Use the questioning patterns that doctors typically employ.

user: Hello, I'm here for my appointment.

assistant: Are you married or divorced?

user: I am married.

assistant: Okay.

user: Hm.

assistant: Do you smoke cigarettes or drink alcohol?

user: No, I have never.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: FAM/SOCHX
Patient Information: unremarkable.

Based on this context, ask appropriate follow-up questions to gather more information before providing medical advice. Use the questioning patterns that doctors typically employ.

user: Hello, I'm here for my appointment.

assistant: What is your family medical history?

user: I am not sure. Everyone is healthy as far as I know.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: GENHX
Patient Information: The patient is a 49-year-old white female, established patient to Dermatology, last seen in the office on 08/10/2004.  She comes in today for reevaluation of her acne plus she has had what she calls a rash for the past two months now on her chest, stomach, neck, and back.  On examination, this is a flaring of her acne with small folliculitis lesions.  The patient has been taking amoxicillin 500 mg b.i.d. and using Tazorac cream 0.1, and her face is doing well, but she has been out of her medicine now for three days also.  She has also been getting photofacials at Healing Waters and was wondering about what we could offer as far as cosmetic procedures and skin care products, etc.  The patient is married.  She is a secretary.

Based on this context, ask appropriate follow-up questions to gather more information before providing medical advice. Use the questioning patterns that doctors typically employ.

user: Hello, I'm here for my appointment.

assistant: Good morning, ma'am. My chart says that you're forty nine years old, and White, is that correct?

user: Yes, that's all correct.

assistant: What do you do for a living?

user: I'm a secretary.

assistant: Great, welcome back to the Dermatology office, do you remember when your last appointment was?

user: Um, I think it was on August tenth two thousand four.

assistant: Good, that's what I have here as well, so has your acne improved since your last visit?

user: Well, not really, and I think I have a rash too.

assistant: How long have you been dealing with this?

user: Um, at this point it's been about two months.

assistant: Where do you see this rash?

user: Um, it's right here, on my chest, stomach, neck, and back, it's all over my upper body.

assistant: I see, it appears that your acne is flaring, and there are small lesions on the follicles as well. Have you been taking your Amoxicillin and using your Tazorac?

user: Yeah, I taken five hundred M G of amoxicillin twice a day, and I use the cream as well.

assistant: Good, the acne on your face appears to be clearing.

user: Thank you, I've been out of medicine for about three days now though.

assistant: Okay, we might refill that. Have you had any other treatments aside from what I've done? I

user: Um, my husband drove me to Healing Waters and they did, um, photofacials. Is there anything that can be done in the office today, like, um, cosmetic procedures, or do you have any skin care products? I want to keep up my appearances since I work the front office as a secretary.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: ASSESSMENT
Patient Information: Bronchitis/URI.

Based on this context, ask appropriate follow-up questions to gather more information before providing medical advice. Use the questioning patterns that doctors typically employ.

user: Hello, I'm here for my appointment.

assistant: It looks like your Xrays show bronchitis.

user: Is there anything I can take for it?

assistant: Yes, I'm going to prescribe you something that will help clear your lungs.