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: Dad is with a stepdaughter with seizures starting at 14 years old, on medications currently.  The patient's 16-year-old brother has incessant nonsustained ventricular tachycardia.  The maternal grandmother is notable for hypertension and diabetes.  There are no other children in the family who see a specialist or no child death less than 1 year of age.

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 you guys, how are you?

user: I am good, he is my stepdad. Hi Doctor, how are you?

assistant: I am fine, thank you. So, she gets seizures?

user: Yes.

assistant: And when did it start?

user: She was fourteen or thirteen. I think fourteen. Dad I was fourteen, when it started.

assistant: Fourteen, okay. Are you taking anything for it?

user: Yeah, she is on medication.

assistant: Anybody else in the family have a similar problem?

user: No, but her sixteen year old brother suffers from N S V T and he sees a specialist.

assistant: Okay, any other siblings or family members with medical conditions?

user: Other kids in the family are doing fine, but her maternal grandma suffers from high blood pressure and diabetes.

assistant: Okay. Sorry but I must ask this, any recent death in the family in past one year child or adult?

user: Thankfully no!
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: IMMUNIZATIONS
Patient Information: Also up-to-date.

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: Did you have your vaccines?

user: Yeah.

assistant: Did you skip any?

user: No, I had all of them and am up to date with my immunizations.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: ROS
Patient Information: The patient denies any complaints, states that the right hand and left foot was very swollen and very painful, and came to emergency room.  Also, she could not urinate and states as soon as they put Foley in, 500 mL of urine came out.  Also they started her on steroids and colchicine, and the pain is improving and the swelling is getting better.  Denies any fever and chills.  Denies any dysuria, frequency or hematuria.  States that the urine output was decreased considerably, and she could not urinate.  Denies any cough, hemoptysis or sputum production.  Denies any chest pain, orthopnea or paroxysmal nocturnal dyspnea.

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 can I help you, ma'am?

user: I have no complaints.

assistant: Okay but tell me what is going on and we can figure this out.

user: Okay so my right hand and left foot was very swollen and very painful, and that's why I came to emergency room.

assistant: Do you have urine bag?

user: Yes, I could not go so they put it in.

assistant: Yes, it looks like five hundred M L came out. So possible urinary obstruction. Also, they started you on steroids and colchicine. How are you feeling now?

user: I am feeling a little better, my pain is improving, and the swelling is getting better.

assistant: Okay that is good. Any fever and chills?

user: No, no fever.

assistant: Any problem with urination like pain or frequency or blood in urine?

user: No but I am not able to empty my bladder well, the pee has decreased a lot, I could not urinate.

assistant: Okay I will evaluate that. How about any cough, blood in sputum?

user: No nothing like that.

assistant: Any chest pain, or difficulty breathing?

user: No pain, I can breathe well.

assistant: Okay that sounds good.
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: Does low blood pressure run in your family?

user: No. As far as I know, no one else has it.

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

Section: ROS
Patient Information: ONCOLOGIC: No history of any cancer, change in moles or rashes.  No history of weight loss.  The patient has a good energy level.

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: Were you ever diagnosed with any kind of cancer in the past?

user: No.

assistant: Did you ever had any rashes? Was there any change in your moles?

user: No.

assistant: Any sudden weight loss history?

user: No.

assistant: How about your energy level how do you feel?

user: I feel great, my energy level is quite good.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: MEDICATIONS
Patient Information: Insulin (unknown dosage)

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 medications are you currently taking?

user: I am a diabetic, so I take Insulin.

assistant: How much Insulin do you take?

user: It varies from day to day.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: ROS
Patient Information: Significant for pain in the buttock.  Otherwise negative.

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: Anything else that is going on?

user: Just some pain in the buttock.

assistant: Okay.

user: I do not have anything else.

assistant: Okay no fever, nausea, anything of that sort?

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

Section: GENHX
Patient Information: This 67y/o RHF was diagnosed with Parkinson's Disease in 9/1/95, by a local physician. For one year prior to the diagnosis, the patient experienced staggering gait, falls and episodes of lightheadedness. She also noticed that she was slowly "losing" her voice, and that her handwriting was becoming smaller and smaller. Two months prior to diagnosis, she began experienced bradykinesia, but denied any tremor. She noted no improvement on Sinemet, which was started in 9/95. At the time of presentation, 2/13/96, she continued to have problems with coordination and staggering gait. She felt weak in the morning and worse as the day progressed. She denied any fever, chills, nausea, vomiting, HA, change in vision, seizures or stroke like events, or problems with upper extremity coordination.

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: You recently turned sixty seven, correct?

user: Yes. Sixty seven years young.

assistant: Are you right or left handed?

user: Right.

assistant: When were you first diagnosed with Parkinson's?

user: September first of nineteen ninety five.

assistant: Do you remember who diagnosed you?

user: A local doctor I was seeing at the time. A year before my diagnosis, I had a few falls and episodes of lightheadedness. I also noticed that I was staggering a lot more when walking.

assistant: Did you lose consciousness during any of your falls?

user: Not that I know of. I had noticed that I was losing my normal voice to a degree. On top of losing my normal voice, my handwriting became smaller and smaller. I don't ever remember writing so small. Something seemed really off to me.

assistant: I'm sure that was difficult to experience.

user: It was very difficult. Two months prior to being diagnosed, I started to move much slower than before.

assistant: By slower, do you mean the movements of your arms and legs were slower and impaired?

user: Yes. I was prescribed Sinemet back in September of nineteen ninety five.

assistant: Did you notice any improvement while taking it?

user: None. I was pretty disappointed and discouraged as a result. I have problems with coordination and walking without staggering even today.

assistant: Noting that it's February thirteenth nineteen ninety six.

user: I felt weak in the morning and worse as the day went on.

assistant: Are you experiencing any other symptoms, such as stroke like events, vision changes, seizures, or problems with moving and coordinating your arms?

user: No.

assistant: Any headache, nausea, vomiting, chills, or fever?

user: No.
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 two-and-a-half-month-old male who has been sick for the past three to four days.  His mother has described congested sounds with cough and decreased appetite.  He has had no fever.  He has had no rhinorrhea.  Nobody else at home is currently ill.  He has no cigarette smoke exposure.  She brought him to the emergency room this morning after a bad coughing spell.  He did not have any apnea during this episode.

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 are the both of you doing today?

user: I am doing well but my son is sick.  He is two and a half years old.

assistant: What are his symptoms?

user: He has a bad cough. He's been sick for the last three or four days. It sounds like there is phlegm rattling around in there when he coughs. He had a bad coughing fit this morning. I got nervous and decided to bring him in.

assistant: During his coughing episode this morning, did you notice any loss of breath or gasping for air?

user: No.

assistant: Has he had a runny nose?

user: No.

assistant: Any fever?

user: No. He has not been eating much.

assistant: Is anyone else in the household sick?

user: No.

assistant: Is anyone in the household a smoker?

user: No.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: FAM/SOCHX
Patient Information: Father died of an MI, Mother had DM type II.

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: Any medical diseases in the family?

user: Yeah, mainly heart issues. My father died from heart attack.

assistant: What about your mother?

user: She had the second type of diabetes.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: FAM/SOCHX
Patient Information: Patient denies smoking, alcohol abuse, illicit drug use and STDs.

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 or smoke, ma'am?

user: No, I don't do any of that.

assistant: Good, what about harder drugs?

user: No, none of that either.

assistant: Very good. Do you have any history of S T D that you know about?

user: No, there's no history of any of that there.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: MEDICATIONS
Patient Information: 1. Prilosec. 2. Tramadol p.r.n.

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 medications are you taking?

user: I take Prilosec and Tramadol when I have back pain.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: ASSESSMENT
Patient Information: Report of vomiting and abdominal pain after eating raw carrots and celery.  Etiology of this is unknown.

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 often are you vomiting?

user: At least three times until my stomach is empty.

assistant: Can you think of something this is related to?

user: Just when I eat raw carrots and celery.

assistant: Do you get belly pain?

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

Section: GENHX
Patient Information: A 66-year-old female with knee osteoarthrosis.  Failed conservative management.  Risks and benefits of different treatment options were explained.  Informed consent was obtained.

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. Can you confirm your age for me?

user: Well, doctor, I'm sixty six years old now.

assistant: Thank you, so, how is your knee doing today? Hope the osteoarthritis is getting better.

user: It's so bad, doctor.

assistant: Have you had any improvement with the rest and antiinflammatories we've talked about before?

user: No, they haven't helped at all.

assistant: I see, you'd be a good candidate for a knee replacement.

user: What's the risk of infection from the surgery?

assistant: Historically, it's less than one percent, we use prophylactic antibiotics to control for infection the entire time.

user: Great, and will I be asleep for this?

assistant: Yes, you won't feel a thing.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: GENHX
Patient Information: A 24-year-old female with chronic back pain.

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 old are you?

user: I am twenty four.

assistant: What brings you in today?

user: I have been having this back pain for a long time. I thought I should come and get it checked out because it has not gotten any better.
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: Any medical issues running in your family?

user: I don't know anything about that.

assistant: You know anyone in your family or relatives who ever had diseases like diabetes or any heart issues?

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

Section: GENHX
Patient Information: A 55-year-old female presents self-referred for the possibility of evaluation and treatment of allergies, diminished taste, xerostomia, gastroesophageal reflux disease, possible food allergies, chronic GI irritability, asthma, and environmental inhalant allergies.  Please refer to chart for history and physical and review of systems and detailed medical history.

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. Could you verify your age, please?

user: I'm fifty five years old.

assistant: Great. What is the reason for your visit today?

user: I've been having a lot of problems recently, so I decided to come get it checked out by you.

assistant: I see. What kind of problems are you experiencing?

user: Oh, it's a long list. Here it is.

assistant: Thank you. Let me take a look. Looks like you have some general allergies and food allergies, loss of taste, problems with your G I tract, asthma, G E R D, and dry mouth or xerostomia.

user: Yeah, that sounds about right. I think I forgot to add it, but I also have bad allergies during the spring time.

assistant: Oh, I see. I would describe that as environmental inhalant allergies.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: FAM/SOCHX
Patient Information: The patient is a smoker.  Admits to heroin use, alcohol abuse as well.  Also admits today using cocaine.

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 a smoker?

user: Yes.

assistant: Do you use alcohol or any recreational drugs?

user: I have been in treatment for heroin and alcohol in the past.

assistant: Any current use of drugs or alcohol?

user: I did do a little bit of coke today.

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

Section: MEDICATIONS
Patient Information: Proventil and Allegra.

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 take any-

user: Meds?

assistant: Yes.

user: I do. I take Allegra for seasonal allergies. I also take something that starts with a P. I'm blanking on the name. My other doctor prescribed it to me for exercise induced asthma.

assistant: Oh, do you mean Proventil?

user: Yes, that's it! I keep that on hand in case my asthma gets outta control.

assistant: Is it up to date?

user: You mean is it expired? No, I don't think so. It hasn't been long since I visited the pharmacy.

assistant: Good. I always like to advise my patients to check expiration dates.
system: You are a medical doctor conducting a patient consultation. Here is the patient's background information:

Section: FAM/SOCHX
Patient Information: Unobtainable.

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: Welcome into the office.

user: Thank you.

assistant: Let us start with your family medical history.

user: That is going to be a hard one. I was adopted and I do not know any family medical history.

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

Section: PASTMEDICALHX
Patient Information: GERD, hypertension times 20 years, arthritis, Parkinson's, TIA, chronic atrial fibrillation, on Coumadin three years.

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: So, I see you were diagnosed with an acid reflux problem and high blood pressure twenty years back?

user: Yes.

assistant: And then you also have arthritis and Parkinson's.

user: Yes, both.

assistant: Also, you had a brain stroke?

user: Yes, mini stroke!

assistant: Ah, yes. We also call it as T I A.

user: Okay.

assistant: And currently are you on any medications?

user: Just Coumadin, for my chronic A Fib. I have been on it three years.

assistant: Yeah, atrial fibrillation.

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

Section: GENHX
Patient Information: The patient states she is feeling a bit better.

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.

user: Good morning, doctor.

assistant: How are you feeling today?

user: Honestly, I'm feeling a little bit better.

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

Section: CC
Patient Information: Questionable need for antibiotic therapy for possible lower extremity cellulitis.

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: I see here that he may need antibiotic therapy for possible cellulitis of his lower extremities. According to the patient, his symptoms started getting progressively worse over the past two days. Does he have a history of cellulitis? No.