Datasets:

zacbrld
/

mt-dialogues-100k-v2

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curated_qa-00000315	curated_qa	proxy	true	Further evaluation of this patient is most likely to show which of the following findings?	Elevated blood urea nitrogen concentration	The brief loss of consciousness is due to dehydration‑related orthostatic hypotension, which causes prerenal azotemia manifested by an elevated blood urea nitrogen concentration.	gold_text	[ { "role": "user", "content": "My 82-year-old mother was brought to the emergency department after losing consciousness." }, { "role": "assistant", "content": "I would like to review her emergency department chart and see what investigations have been done so far, including any vital signs that w...	Based on the information available, including her vital signs, physical examination findings, and medical history, further evaluation of this patient is most likely to show evidence of dehydration and possible orthostatic hypotension, given her dry tongue, delayed skin turgor refill, and history of diuretic use (hydroc...	true	false	4	4	false	[ "I", "I", "I", "I" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	8	3	4	13	7	6	0	11	0.846	9	8	[ "f05" ]	{ "doctor": { "input_tokens": 9200, "output_tokens": 640 }, "records": { "input_tokens": 3373, "output_tokens": 167 }, "asker": { "input_tokens": 2820, "output_tokens": 174 } }
curated_qa-00000404	curated_qa	patient	true	How long will it take for the swelling to go away?	Other problems that may occur include: Depression Hyperactive behavior, especially in children Difficult to treat high blood pressure Leg swelling (if severe)	Using CPAP will gradually reduce the swelling caused by obstructive sleep apnea, with most people seeing improvement within the first few weeks and full resolution typically by 2–3 months if the machine is used consistently.	gold_text	[ { "role": "user", "content": "I have swelling." }, { "role": "assistant", "content": "I would like to review the patient's medical record to see if any investigations or tests have been done so far, and what the current vital signs are, such as blood pressure, pulse, and temperature, to get a be...	Given that the patient's doctor believes the swelling is related to sleep apnea, and the patient has just started using a CPAP machine, it's likely that the swelling will take some time to resolve. Typically, it can take several weeks to a few months for the body to adjust to the CPAP therapy and for any related sympto...	true	false	4	4	false	[ "I", "I", "I", "I" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	8	4	3	5	5	0	0	5	1	2	2	[]	{ "doctor": { "input_tokens": 7628, "output_tokens": 449 }, "records": { "input_tokens": 1849, "output_tokens": 55 }, "asker": { "input_tokens": 3450, "output_tokens": 177 } }
curated_qa-00000428	curated_qa	patient	true	Any ideas on what it could be or what I should do about it?	It is arm lump? An arm lump is a protuberance or localized area of swelling occurring on the arm. Other terms used to describe the various types of lumps include bump, nodule, contusion, tumor and cyst. Arm lumps can be caused by any number of conditions, including infections, inflammation, tumors or trauma. Depending...	The nodule is most likely a chronic foreign‑body reaction to a BB (or a calcified scar) and should be evaluated with imaging and, if indicated, surgically removed by a hand/upper‑extremity specialist.	gold_text	[ { "role": "user", "content": "I have a knot about the size of a BB in my right forearm." }, { "role": "assistant", "content": "I would like to review your medical history and any previous records to see if there have been any similar complaints or conditions noted in the past, and also to check ...	Based on the patient's history of a long-standing knot in the forearm, worsening pain, and a possible history of trauma, it's possible that the knot could be a retained foreign body, such as a BB, as previously suspected by doctors. Given the increasing pain and lack of previous imaging, I would recommend obtaining an ...	true	false	4	4	false	[ "I", "I", "I", "I" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	9	4	4	10	10	0	0	6	0.6	6	5	[ "f01" ]	{ "doctor": { "input_tokens": 8796, "output_tokens": 471 }, "records": { "input_tokens": 2567, "output_tokens": 40 }, "asker": { "input_tokens": 3742, "output_tokens": 120 } }
curated_qa-00000822	curated_qa	patient	true	What is the best explanation for this patient’s findings?	Mutation of the MEN1 gene	The patient’s hypercalcemia, duodenal/jejunal ulcers, and pituitary‑related signs are explained by multiple endocrine neoplasia type 1 caused by a germline MEN1 gene mutation.	gold_text	[ { "role": "user", "content": "I am a 56-year-old man and I have abdominal pain." }, { "role": "assistant", "content": "I would like to review the patient's medical record to see if any investigations or tests have been done so far, and to check if there are any previous diagnoses or medical cond...	Based on the patient's symptoms of upper abdominal pain that improves with eating, the presence of duodenal and jejunal ulcerations on upper endoscopy, the relief of symptoms with ranitidine, and the physical examination findings of diffuse epigastric tenderness, along with the additional findings of bilateral hemianop...	true	false	4	1	true	[ "C" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	8	3	4	22	11	11	0	14	0.636	8	5	[ "f02", "f10", "f11" ]	{ "doctor": { "input_tokens": 8657, "output_tokens": 636 }, "records": { "input_tokens": 3443, "output_tokens": 206 }, "asker": { "input_tokens": 2693, "output_tokens": 96 } }
curated_qa-00000898	curated_qa	patient	true	Which of the following is the most likely mechanism of this patient's diarrhea?	Luminal chloride hypersecretion due to overactivation of adenylate cyclase	The diarrhea is caused by Vibrio cholerae infection; its cholera toxin ADP‑ribosylates Gs α‑subunit, over‑activating adenylate cyclase, which drives chloride hypersecretion into the lumen.	gold_text	[ { "role": "user", "content": "I am a 17-year-old girl and I have watery diarrhea." }, { "role": "assistant", "content": "I would like to review her medical chart and see what investigations have been done so far, particularly any laboratory tests such as stool tests or complete blood counts, to ...	Based on the profuse and watery nature of the diarrhea, the presence of gram-negative, comma-shaped, flagellated bacilli on the stool culture, the recent travel to South America, and the physical examination findings of dehydration such as dry mucous membranes and decreased skin turgor, the most likely mechanism of thi...	true	false	4	1	true	[ "C" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	6	2	3	11	5	6	0	10	0.909	1	1	[]	{ "doctor": { "input_tokens": 5641, "output_tokens": 403 }, "records": { "input_tokens": 2092, "output_tokens": 137 }, "asker": { "input_tokens": 1671, "output_tokens": 71 } }
curated_qa-00000899	curated_qa	patient	true	In addition to educating me about my contraception options, what is the best next step in my care?	No HPV-related screening and administer HPV vaccine	No cervical cancer screening is indicated now; the patient should be offered the HPV vaccine.	gold_text	[ { "role": "user", "content": "I'm a 16-year-old girl here for my annual check-up." }, { "role": "assistant", "content": "I would like to review your medical chart to see what has been recorded from previous visits, including any vaccinations, medical conditions, or previous test results, to get ...	In addition to educating you about your contraception options, the best next step in your care would be to schedule a comprehensive physical examination, including a pelvic exam, and to discuss the results with you. This will help me assess your overall reproductive health and provide personalized recommendations for b...	true	false	4	4	false	[ "I", "I", "I", "I" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	10	5	4	12	12	0	0	6	0.5	1	0	[ "f07" ]	{ "doctor": { "input_tokens": 10791, "output_tokens": 586 }, "records": { "input_tokens": 2615, "output_tokens": 83 }, "asker": { "input_tokens": 4875, "output_tokens": 218 } }
curated_qa-00001145	curated_qa	colleague	true	Which of the following complications is the patient at most risk for if she becomes pregnant?	Placenta abruptio	The macrocytic anemia with high homocysteine indicates folate deficiency, which creates a hypercoagulable state that predisposes to placental vascular problems, making placental abruption the complication she is most at risk for if she becomes pregnant.	gold_text	[ { "role": "user", "content": "I am a primary care physician seeing a 21-year-old woman for prenatal counseling." }, { "role": "assistant", "content": "What are her current vital signs and medical history, including any previous pregnancies, chronic medical conditions, or medications she is curre...	Given the patient's low BMI, anemia, macrocytic indices, and elevated homocysteine levels, along with her reported fatigue and decreased endurance with running, I am concerned about her nutritional status and potential risks associated with pregnancy. She is likely at increased risk for complications such as preterm la...	true	false	4	4	false	[ "I", "I", "I", "I" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	8	3	4	7	3	4	0	4	0.571	4	3	[ "f01" ]	{ "doctor": { "input_tokens": 8456, "output_tokens": 530 }, "records": { "input_tokens": 2928, "output_tokens": 163 }, "asker": { "input_tokens": 2465, "output_tokens": 166 } }
curated_qa-00001356	curated_qa	colleague	true	Which of the following is the most likely underlying cause of this patient's symptoms?	Müllerian duct agenesis	Müllerian duct agenesis is the most likely underlying cause of the patient’s symptoms.	gold_text	[ { "role": "user", "content": "I have a 17-year-old girl with no menstrual period." }, { "role": "assistant", "content": "I would like to review her medical history and see if any relevant investigations, such as pregnancy tests or hormone level checks, have been done so far, and also check if he...	Based on the presence of normal breast development, coarse pubic hair, and ovaries, but the absence of a uterus and the presence of a blind vaginal pouch, the most likely underlying cause of this patient's symptoms is Mayer-Rokitansky-Küster-Hauser (MRKH) syndrome, a congenital condition characterized by the absence or...	true	false	4	1	true	[ "C" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	5	1	3	5	1	4	0	5	1	4	4	[]	{ "doctor": { "input_tokens": 4484, "output_tokens": 342 }, "records": { "input_tokens": 2080, "output_tokens": 155 }, "asker": { "input_tokens": 704, "output_tokens": 37 } }
curated_qa-00001579	curated_qa	colleague	true	Which of the following is the most appropriate next step in the management of this patient?	Schedule lobectomy	The expert concluded that the patient should undergo a left lower‑lobe lobectomy as the next step in management.	gold_text	[ { "role": "user", "content": "I am a physician seeing a 62-year-old man for a follow-up examination." }, { "role": "assistant", "content": "I would like to review the patient's medical chart to see what was the initial reason for his visit, what diagnoses were made, what treatments were prescrib...	Based on the patient's long history of smoking, diagnosis of stage II adenocarcinoma of the left lower lung lobe, and presence of inspiratory wheezing at the left lung base, it is likely that his lung cancer is related to his smoking history. Given that he has been diagnosed with lung cancer and has underlying hyperten...	true	false	4	4	false	[ "I", "I", "I", "I" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	10	4	5	25	8	17	0	15	0.6	11	11	[]	{ "doctor": { "input_tokens": 12322, "output_tokens": 711 }, "records": { "input_tokens": 4680, "output_tokens": 229 }, "asker": { "input_tokens": 3782, "output_tokens": 198 } }
curated_qa-00001721	curated_qa	colleague	true	A biopsy specimen of the kidney is most likely to show which of the following light microscopy findings?	Fibrin crescents in Bowman space	The kidney biopsy will show fibrin‑filled crescents occupying Bowman's space, which is the hallmark of rapidly progressive crescentic glomerulonephritis seen in Goodpasture disease.	gold_text	[ { "role": "user", "content": "I am a physician seeing a 22-year-old man with cough." }, { "role": "assistant", "content": "I would like to review the patient's medical chart and see what investigations have been done so far, such as chest X-rays, complete blood counts, or any other relevant test...	Given the patient's symptoms of coughing up blood-tinged sputum, decreased urination, and elevated serum creatinine, along with the lack of other systemic symptoms and a negative ANCA test, I suspect that the patient may have a pulmonary-renal syndrome, such as Goodpasture's syndrome. A biopsy specimen of the kidney is...	true	false	4	1	true	[ "C" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	8	2	5	11	6	5	0	7	0.636	4	4	[]	{ "doctor": { "input_tokens": 8047, "output_tokens": 518 }, "records": { "input_tokens": 3831, "output_tokens": 133 }, "asker": { "input_tokens": 1605, "output_tokens": 68 } }
curated_qa-00001767	curated_qa	patient	true	Which blood test is best to diagnose his suspected disorder?	IGF-1 level	The patient's findings are classic for acromegaly, and the most appropriate initial screening test is a measurement of IGF‑1 (insulin‑like growth factor‑1) level.	gold_text	[ { "role": "user", "content": "I’m a 45-year-old man and my wrist hurts." }, { "role": "assistant", "content": "Can you tell me more about the pain in your wrist, such as when it started, what activities make it worse, and have you had any recent injuries or trauma to the area?" }, { "rol...	Given the patient's hyperglycemia and new mild hypertension, I suspect that the patient may have an underlying endocrine disorder, such as acromegaly or Cushing's syndrome, which can cause hyperglycemia, hypertension, and potentially wrist pain due to joint or soft tissue changes. The best blood test to diagnose the su...	true	false	4	1	true	[ "C" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	7	2	4	6	4	2	0	2	0.333	6	2	[ "f02", "f03", "f04", "f06" ]	{ "doctor": { "input_tokens": 6790, "output_tokens": 516 }, "asker": { "input_tokens": 1558, "output_tokens": 84 }, "records": { "input_tokens": 2812, "output_tokens": 149 } }
curated_qa-00001811	curated_qa	patient	true	Which is the most appropriate next step in management?	Colonoscopy	The most appropriate next step is to perform a colonoscopy with biopsies to evaluate for inflammatory bowel disease.	gold_text	[ { "role": "user", "content": "I'm a 26-year-old man and I'm feeling increasingly tired." }, { "role": "assistant", "content": "I would like to review the patient's medical record to see if there have been any previous complaints or diagnoses that could be contributing to his fatigue, as well as ...	Given the patient's symptoms of fatigue, abdominal pain, diarrhea with blood, and the rectal examination finding of stool mixed with blood, the most appropriate next step in management would be to investigate the cause of the gastrointestinal bleeding and diarrhea, likely with a referral to a gastroenterologist and fur...	true	false	4	1	true	[ "C" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	8	3	4	16	6	10	0	7	0.438	1	1	[]	{ "doctor": { "input_tokens": 8390, "output_tokens": 468 }, "records": { "input_tokens": 3176, "output_tokens": 114 }, "asker": { "input_tokens": 2713, "output_tokens": 194 } }
curated_qa-00001876	curated_qa	proxy	true	Which of the following metabolites is most likely to be increased in this patient?	Galactose-1-phosphate	The infant’s findings are classic for galactosemia, so the metabolite that will be increased is galactose‑1‑phosphate.	gold_text	[ { "role": "user", "content": "My 7‑day‑old daughter is lethargic." }, { "role": "assistant", "content": "I would like to review her birth records and see if any laboratory tests have been done so far, such as a complete blood count, blood glucose, or electrolyte panel, to get an idea of her over...	Based on the combination of hypoglycemia, poor feeding, jaundice, hepatomegaly, and bilateral cataracts, I suspect a metabolic disorder such as galactosemia, which is a condition that affects the body's ability to metabolize galactose, a sugar found in milk. In this condition, toxic metabolites such as galactose-1-phos...	true	false	4	1	true	[ "C" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	6	1	4	11	4	7	0	7	0.636	7	6	[ "f01" ]	{ "doctor": { "input_tokens": 5387, "output_tokens": 383 }, "records": { "input_tokens": 2932, "output_tokens": 152 }, "asker": { "input_tokens": 726, "output_tokens": 25 } }
curated_qa-00002140	curated_qa	colleague	true	Which of the following best explains the mechanism underlying the development of the complication the physician is talking about?	Molecular mimicry	The child’s findings are classic for scarlet fever caused by Streptococcus pyogenes, and the serious long‑term complication of rheumatic fever occurs because molecular mimicry makes the immune response cross‑react with the patient’s own tissues.	gold_text	[ { "role": "user", "content": "I am seeing a 5-year-old boy in my pediatric clinic with a rash." }, { "role": "assistant", "content": "I would like to review the patient's medical chart to see what information has already been recorded, including the history of the rash, any previous illnesses or...	Based on the information available, including the presence of a sandpaper-like rash, exudative pharyngitis, and a white coating over the tongue, I believe the patient likely has streptococcal pharyngitis, also known as strep throat. The complication the physician was referring to is likely rheumatic fever, a potential ...	true	false	4	3	true	[ "I", "I", "C" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	7	2	4	12	4	8	0	9	0.75	7	6	[ "f01" ]	{ "doctor": { "input_tokens": 7776, "output_tokens": 448 }, "records": { "input_tokens": 3448, "output_tokens": 379 }, "asker": { "input_tokens": 1548, "output_tokens": 80 } }
curated_qa-00002564	curated_qa	patient	true	Which of the following is the most likely diagnosis in this patient?	Testicular tumor	The most likely diagnosis is a testicular tumor.	gold_text	[ { "role": "user", "content": "I am a 25-year-old man and I have a painless swelling in my right scrotum." }, { "role": "assistant", "content": "I would like to review the patient's medical history and any previous examinations or investigations that have been done so far, particularly any releva...	Based on the patient's presentation of a painless, firm, and non-transilluminable mass in the right testis, which was noticed suddenly, and the absence of fever or other signs of infection, the most likely diagnosis is a testicular tumor, such as testicular cancer. The normal vital signs and lack of tenderness also sup...	true	false	4	1	true	[ "C" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	6	1	4	16	7	9	0	6	0.375	3	3	[]	{ "doctor": { "input_tokens": 5565, "output_tokens": 385 }, "records": { "input_tokens": 3210, "output_tokens": 121 }, "asker": { "input_tokens": 815, "output_tokens": 16 } }
curated_qa-00002652	curated_qa	patient	true	Which of the following is the most likely cause of his symptoms?	Hepatic vein obstruction	The most likely cause of his symptoms is obstruction of the hepatic veins (Budd‑Chiari syndrome).	gold_text	[ { "role": "user", "content": "I am a 72-year-old man in the emergency department with abdominal pain." }, { "role": "assistant", "content": "I would like to review the patient's emergency department chart and see what investigations have been done so far, such as vital signs, laboratory results,...	Based on the patient's symptoms of dull abdominal pain in the right upper quadrant, tender hepatomegaly, jaundice, and significantly elevated liver enzymes, along with the patient's report of feeling sick and fatigued, I believe the most likely cause of his symptoms is a liver pathology, possibly a liver tumor or cirrh...	true	false	4	4	false	[ "I", "I", "I", "I" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	7	2	4	29	16	13	0	7	0.241	8	5	[ "f02", "f21", "f24" ]	{ "doctor": { "input_tokens": 6971, "output_tokens": 528 }, "records": { "input_tokens": 3223, "output_tokens": 140 }, "asker": { "input_tokens": 1839, "output_tokens": 95 } }
curated_qa-00002733	curated_qa	proxy	true	Which of the following is the most appropriate next step in management?	Observe the dog for 10 days	The appropriate next step is to observe the dog for 10 days; because the bite was provoked, the dog is available and has shown normal behavior, post‑exposure rabies prophylaxis is not indicated and the wound has already been cleaned.	gold_text	[ { "role": "user", "content": "My 8-year-old son was bitten by a neighbor's dog." }, { "role": "assistant", "content": "Can you tell me more about what happened during the incident, such as the location of the bite, the size and breed of the dog, and how long ago it occurred?" }, { "role"...	Based on the information available, the wound has been properly irrigated and cleaned, the vital signs are within normal limits, and the CBC is within the reference range, which suggests no signs of acute infection. The fact that the dog's behavior seemed normal 2 hours after the incident reduces the risk of rabies tra...	true	false	4	4	false	[ "I", "I", "I", "I" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	8	3	4	14	8	6	0	10	0.714	6	4	[ "f03", "f08" ]	{ "doctor": { "input_tokens": 7871, "output_tokens": 471 }, "asker": { "input_tokens": 2714, "output_tokens": 121 }, "records": { "input_tokens": 2913, "output_tokens": 96 } }
curated_qa-00002767	curated_qa	colleague	true	Which of the following is the best next step in management?	Do not transfuse the mother and transfuse the boy	The expert concluded that the parents’ religious beliefs can be respected for themselves, but a parent’s refusal of life‑saving blood for a minor is not binding; physicians may give blood to the boy despite parental objection, while the mother may refuse transfusion, so the appropriate management is to transfuse the bo...	gold_text	[ { "role": "user", "content": "I have a 12-year-old boy who is unconscious after a motor vehicle accident." }, { "role": "assistant", "content": "I would like to review the boy's vital signs, including his airway, breathing, and circulation (ABCs) status, as well as any other relevant information...	Given the new information that the family are Jehovah's Witnesses and wish to refuse transfusions, and considering the boy is unconscious after a motor vehicle accident, the best next step in management would be to discuss the boy's care with the father, as the official healthcare proxy, and to prioritize non-blood vol...	true	false	4	4	false	[ "I", "I", "I", "I" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	10	4	5	9	0	9	0	3	0.333	4	2	[ "f06", "f08" ]	{ "doctor": { "input_tokens": 10770, "output_tokens": 497 }, "records": { "input_tokens": 4045, "output_tokens": 189 }, "asker": { "input_tokens": 3215, "output_tokens": 169 } }
curated_qa-00003235	curated_qa	proxy	true	Which of the following recommendations is most appropriate at this time?	Adhere to a regular sleep schedule	The most appropriate recommendation is to follow a regular sleep schedule, using consistent bedtime and wake times, limiting daytime naps, ensuring bright light exposure in the morning and dim lighting in the evening, and reducing environmental stimuli in the evening.	gold_text	[ { "role": "user", "content": "I am the son of an 84-year-old woman with Alzheimer’s disease, and she is becoming more agitated at night." }, { "role": "assistant", "content": "Can you tell me more about your mother's agitation at night, such as when it started, how often it occurs, and what it l...	Based on the information provided, it seems that the patient's nighttime agitation and confusion are likely related to her Alzheimer's disease, as well as her disrupted sleep-wake cycle, which may be exacerbated by her daytime sleeping. Given that she has a complex medical regimen and no recent laboratory results are a...	true	false	4	2	true	[ "I", "C" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	7	4	2	18	13	5	0	10	0.556	2	1	[ "f07" ]	{ "doctor": { "input_tokens": 7456, "output_tokens": 558 }, "asker": { "input_tokens": 4621, "output_tokens": 271 }, "records": { "input_tokens": 1247, "output_tokens": 69 } }
curated_qa-00003238	curated_qa	colleague	true	Which long‑term treatment would most likely benefit this patient?	Valproate	The patient is experiencing a manic episode and should be started on valproate as a long‑term mood stabilizer because lithium is relatively contraindicated given his renal impairment, while his liver function is normal.	gold_text	[ { "role": "user", "content": "I have a 25-year-old man with abnormal behavior." }, { "role": "assistant", "content": "What is the patient's current medical history, including any previous diagnoses, medications, and hospitalizations, as documented in his medical record?" }, { "role": "us...	Based on the patient's recent onset of abnormal behavior, including impulsive decisions, decreased need for sleep, and excessive alcohol consumption, I believe the patient is likely experiencing a manic episode, which is a characteristic of bipolar disorder. A long-term treatment that would most likely benefit this pat...	true	false	4	3	true	[ "I", "I", "C" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	7	3	3	28	12	16	0	20	0.714	9	7	[ "f20", "f21" ]	{ "doctor": { "input_tokens": 7043, "output_tokens": 410 }, "records": { "input_tokens": 2245, "output_tokens": 179 }, "asker": { "input_tokens": 2823, "output_tokens": 180 } }
curated_qa-00003278	curated_qa	colleague	true	Assuming this patient’s symptoms are due to his employment, what is the most likely occupation?	Diving instructor	The expert concluded that the most likely occupation is a diving instructor because the patient’s presentation fits decompression sickness.	gold_text	[ { "role": "user", "content": "I have a 25-year-old man with sudden onset confusion." }, { "role": "assistant", "content": "What is the patient's vital signs, including temperature, blood pressure, pulse, and oxygen saturation, and are there any notable findings in his medical history or current ...	Based on the patient's symptoms of sudden onset pain in his arms and legs, followed by nausea and confusion, and considering that these symptoms occurred shortly after he came home from work, I would speculate that his occupation may involve exposure to a substance that can cause these symptoms. Given the rapid onset o...	true	false	4	4	false	[ "I", "I", "I", "I" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	10	5	4	18	9	9	0	15	0.833	6	6	[]	{ "doctor": { "input_tokens": 12627, "output_tokens": 611 }, "records": { "input_tokens": 3286, "output_tokens": 300 }, "asker": { "input_tokens": 4918, "output_tokens": 261 } }
curated_qa-00003585	curated_qa	patient	true	This patient should be treated with a combination of octreotide, 5‑fluorouracil, and which other medication?	Streptozotocin	The third drug to combine with octreotide and 5‑fluorouracil is streptozocin.	gold_text	[ { "role": "user", "content": "I am a 51-year-old woman and I have diarrhea." }, { "role": "assistant", "content": "I would like to review her medical record and see what investigations have been done so far, particularly any recent laboratory tests, imaging studies, or endoscopy results, to unde...	Based on the patient's symptoms of frequent, smelly diarrhea, the CT scan findings of a 5-cm enhancing lesion in the head of the pancreas with similar lesions in the liver, and the physical examination findings of dehydration and a low body mass index, I suspect that the patient has a pancreatic neuroendocrine tumor, s...	true	false	4	1	true	[ "C" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	6	2	3	19	13	6	0	8	0.421	3	3	[]	{ "doctor": { "input_tokens": 5938, "output_tokens": 443 }, "records": { "input_tokens": 2175, "output_tokens": 166 }, "asker": { "input_tokens": 1927, "output_tokens": 99 } }
curated_qa-00003657	curated_qa	colleague	true	Which of the following do you suspect in this patient?	Berger’s disease	The expert concluded that the patient has Berger’s disease (IgA nephropathy).	gold_text	[ { "role": "user", "content": "I am a primary care physician in my office seeing a 21-year-old male with hematuria." }, { "role": "assistant", "content": "I would like to review the patient's medical chart and see what investigations have been done so far, specifically any urinalysis results, to ...	Based on the presence of granular IgA deposits in the glomerular mesangium on immunofluorescence, the recent history of a respiratory infection with fever and productive cough preceding the onset of hematuria, I suspect that this patient has IgA nephropathy, also known as Berger's disease, which is an immune-mediated c...	true	false	4	1	true	[ "C" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	5	2	2	4	2	2	0	4	1	3	3	[]	{ "doctor": { "input_tokens": 4347, "output_tokens": 323 }, "records": { "input_tokens": 1212, "output_tokens": 47 }, "asker": { "input_tokens": 1557, "output_tokens": 76 } }
curated_qa-00003825	curated_qa	patient	true	Further evaluation is most likely to show which of the following findings?	Decreased fibrinogen concentration	A retained dead fetus releases thromboplastin, causing disseminated intravascular coagulation that consumes fibrinogen, so the characteristic laboratory finding is a decreased fibrinogen concentration.	gold_text	[ { "role": "user", "content": "I am a 27-year-old pregnant woman and I have vaginal bleeding." }, { "role": "assistant", "content": "I would like to review her prenatal records and obstetric history, specifically looking for any previous episodes of vaginal bleeding, gestational age, and any rele...	Further evaluation is most likely to show findings consistent with a placental abruption, given the presence of vaginal bleeding, a small retroplacental hematoma on ultrasound, and absent fetal cardiac activity, which suggests that the fetus has likely succumbed to the complications of the abruption. The patient's low ...	true	false	4	4	false	[ "I", "I", "I", "I" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	6	2	3	9	4	5	0	7	0.778	1	1	[]	{ "doctor": { "input_tokens": 5665, "output_tokens": 362 }, "records": { "input_tokens": 2149, "output_tokens": 176 }, "asker": { "input_tokens": 1570, "output_tokens": 80 } }
curated_qa-00004652	curated_qa	colleague	true	Which of the following is the most appropriate diagnosis for this male?	Brief psychotic disorder	The most appropriate diagnosis is brief psychotic disorder.	gold_text	[ { "role": "user", "content": "I have a 55-year-old male with public nudity." }, { "role": "assistant", "content": "Can you tell me more about what happened with the public nudity, such as the circumstances and whether this is a one-time incident or has it happened before?" }, { "role": "...	Based on the patient's sudden onset of disorganized speech, agitation, and unusual behavior, including public nudity and harassing library patrons, combined with the recent significant stressors of losing his house and getting divorced, I believe the most appropriate diagnosis for this male is a psychotic episode, like...	true	false	4	1	true	[ "C" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	8	5	2	17	10	7	0	12	0.706	6	5	[ "f14" ]	{ "doctor": { "input_tokens": 8026, "output_tokens": 498 }, "asker": { "input_tokens": 4816, "output_tokens": 220 }, "records": { "input_tokens": 1269, "output_tokens": 62 } }
curated_qa-00004723	curated_qa	proxy	true	Which of the following is the most likely diagnosis in this patient?	Schizoid personality disorder	The expert concluded that the patient’s presentation is most consistent with schizoid personality disorder.	gold_text	[ { "role": "user", "content": "My 31-year-old brother is showing social isolation." }, { "role": "assistant", "content": "Can you tell me more about what you mean by social isolation, such as when you first noticed it and if there have been any changes in his behavior or daily routine?" }, { ...	Based on the information provided, it appears that the patient has a long-standing pattern of social isolation and limited communication, which has been exacerbated by the recent loss of his mother. His interest in working with electrical appliances may be a coping mechanism or a special interest, but his lack of verba...	true	false	4	4	false	[ "I", "I", "I", "I" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	11	7	3	15	15	0	0	6	0.4	10	5	[ "f04", "f07", "f09", "f10", "f12" ]	{ "doctor": { "input_tokens": 13055, "output_tokens": 667 }, "asker": { "input_tokens": 8617, "output_tokens": 395 }, "records": { "input_tokens": 1885, "output_tokens": 54 } }
curated_qa-00004778	curated_qa	patient	true	What is the most severe complication of this condition?	Cerebral edema	The most severe complication of Plasmodium falciparum malaria is cerebral edema (cerebral malaria).	gold_text	[ { "role": "user", "content": "I am a 30-year-old woman and I have shaking, chills, fevers, and headaches." }, { "role": "assistant", "content": "I would like to review the patient's medical record and see what investigations have been done so far, such as any laboratory tests, imaging studies, o...	Based on the patient's symptoms of fevers, chills, headaches, and shaking, her recent travel history to India, the low hematocrit, elevated indirect bilirubin, and the presence of Plasmodium species on the peripheral smear image, I believe the patient has malaria. The most severe complication of malaria is cerebral mal...	true	false	4	4	false	[ "I", "I", "I", "I" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	9	1	7	13	3	10	0	7	0.538	9	7	[ "f07", "f09" ]	{ "doctor": { "input_tokens": 9660, "output_tokens": 648 }, "records": { "input_tokens": 6552, "output_tokens": 153 }, "asker": { "input_tokens": 750, "output_tokens": 20 } }
curated_qa-00004995	curated_qa	patient	true	Which of the following is the most appropriate initial pharmacotherapy in this patient?	Intravenous vancomycin	The expert concluded that the patient has septic arthritis and that the appropriate initial pharmacotherapy is intravenous vancomycin to provide rapid MRSA coverage.	gold_text	[ { "role": "user", "content": "I am a 60‑year‑old woman and my left knee has painful swelling." }, { "role": "assistant", "content": "I would like to review the patient's medical record to see if there are any previous notes, test results, or imaging studies that may be relevant to her current pr...	Based on the patient's presentation with a painful and swollen left knee, elevated temperature, purulent synovial fluid with a high white blood cell count and predominance of neutrophils, and underlying diabetes, the most likely diagnosis is septic arthritis. Given this diagnosis, the most appropriate initial pharmacot...	true	false	4	2	true	[ "I", "C" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	7	1	5	19	5	13	1	10	0.556	7	5	[ "f02", "f05" ]	{ "doctor": { "input_tokens": 7008, "output_tokens": 452 }, "records": { "input_tokens": 4680, "output_tokens": 193 }, "asker": { "input_tokens": 780, "output_tokens": 18 } }
curated_qa-00005463	curated_qa	patient	true	Which of the following is the most appropriate next step in management?	Offer external cephalic version	The most appropriate next step is to offer external cephalic version to attempt to turn the breech fetus to a cephalic presentation.	gold_text	[ { "role": "user", "content": "I am a 24-year-old pregnant woman at 38 weeks and I have a breech presentation." }, { "role": "assistant", "content": "What investigations have been done so far, specifically any ultrasound reports or fetal monitoring results, to assess the fetus's position, size, a...	Given the patient's gestational age of 38 weeks, breech presentation, and closed cervical os, the most appropriate next step in management would be to discuss and offer an external cephalic version (ECV) to attempt to manually turn the fetus to a cephalic presentation, and if unsuccessful, plan for a cesarean delivery,...	true	false	4	1	true	[ "C" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	6	1	4	14	3	11	0	6	0.429	8	5	[ "f02", "f08", "f14" ]	{ "doctor": { "input_tokens": 5468, "output_tokens": 352 }, "records": { "input_tokens": 3107, "output_tokens": 119 }, "asker": { "input_tokens": 730, "output_tokens": 34 } }
curated_qa-00005834	curated_qa	patient	true	What is the best next step in management of the patient?	Ultrasound	The presentation is most consistent with Budd‑Chiari syndrome, and the first diagnostic test should be a Doppler ultrasound of the liver.	gold_text	[ { "role": "user", "content": "I am a 58-year-old man and I have abdominal pain." }, { "role": "assistant", "content": "I would like to review the patient's medical record to see if any investigations or tests have been done so far, such as lab results, imaging studies, or vital signs, to get a b...	Based on the patient's symptoms of abdominal pain, fever, anorexia, and the physical examination findings of tenderness in the right upper quadrant and shifting dullness, along with the laboratory results showing elevated white blood cell count, polycythemia, and ascites with a high white blood cell count in the parace...	true	false	4	4	false	[ "I", "I", "I", "I" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	8	2	5	38	22	16	0	19	0.5	6	4	[ "f03", "f18" ]	{ "doctor": { "input_tokens": 8224, "output_tokens": 524 }, "records": { "input_tokens": 4414, "output_tokens": 197 }, "asker": { "input_tokens": 1889, "output_tokens": 101 } }
curated_qa-00006130	curated_qa	patient	true	What microscopic finding is most likely in the aortic arch?	Granulomatous inflammation of the media	null	gold_text	[ { "role": "user", "content": "I am a 32-year-old woman and I've been having night sweats." }, { "role": "assistant", "content": "I would like to review her medical history and see what investigations have been done so far, specifically looking for any previous diagnoses, medications, or test res...	Given the patient's symptoms of night sweats, physical examination findings of weak peripheral pulses, tender subcutaneous nodules, and carotid bruits, the CT scan showing thickening and narrowing of the aortic arch, and the significantly elevated erythrocyte sedimentation rate (ESR) of 96 mm/h, I believe the most like...	true	false	4	1	true	[ "C" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	5	0	4	8	3	5	0	5	0.625	3	3	[]	{ "doctor": { "input_tokens": 4486, "output_tokens": 385 }, "records": { "input_tokens": 3092, "output_tokens": 159 } }
curated_qa-00006282	curated_qa	patient	true	Which of the following medications can be given to treat the most likely cause of this patient's symptoms?	Amiloride	The patient has Liddle syndrome, an autosomal‑dominant gain‑of‑function mutation of the epithelial sodium channel, and should be treated with the potassium‑sparing diuretic amiloride, which blocks ENaC.	gold_text	[ { "role": "user", "content": "I am a 21-year-old male and I have generalized weakness and fatigue." }, { "role": "assistant", "content": "I would like to review the patient's medical history and current medications, as well as any laboratory tests or investigations that have been done so far, to...	Based on the patient's symptoms of generalized weakness and fatigue, the laboratory results showing hypokalemia (low potassium) and metabolic alkalosis, and the genetic screen confirming an autosomal dominant gain-of-function mutation, I suspect that the patient has a condition such as Liddle's syndrome or another form...	true	false	4	1	true	[ "C" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	8	1	6	12	1	11	0	10	0.833	6	6	[]	{ "doctor": { "input_tokens": 8410, "output_tokens": 546 }, "records": { "input_tokens": 5407, "output_tokens": 204 }, "asker": { "input_tokens": 720, "output_tokens": 28 } }
curated_qa-00006441	curated_qa	patient	true	Which of the following is the most likely underlying cause of this patient's symptoms?	Rupture of a small penetrating artery	The CT scan shows an acute intracerebral hemorrhage, and in a middle‑aged patient with uncontrolled hypertension and focal neurologic deficits, the most likely cause is rupture of a small penetrating (lenticulostriate) artery with a Charcot‑Bouchard microaneurysm.	gold_text	[ { "role": "user", "content": "I am a 50-year-old man and I have a severe headache." }, { "role": "assistant", "content": "I would like to review the patient's medical record to see if there are any previous diagnoses, medications, or test results that could be relevant to the current severe head...	Based on the patient's severe headache, nausea, vomiting, and the findings on the non-contrast head CT showing a solitary hyperdense lesion with surrounding hypodense edema in the left cerebral hemisphere, along with the physical examination findings of decreased muscle strength and increased reflexes in the right extr...	true	false	4	1	true	[ "C" ]	v2	dfcb055-dirty	{ "doctor": "v1", "asker": "v1", "records": "v1", "closing": "v1" }	5	1	3	14	7	7	0	6	0.429	5	4	[ "f03" ]	{ "doctor": { "input_tokens": 4613, "output_tokens": 378 }, "records": { "input_tokens": 2282, "output_tokens": 150 }, "asker": { "input_tokens": 769, "output_tokens": 55 } }

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Multi-turn medical dialogues — V2 (pass@k)

39,996 dialogues, same 100k preformatted cases and doctor/patient/records setup as V1, but generated with pass@k=4: a case is regenerated from scratch, graded with Inspect's model_graded_fact, until the conclusion is graded correct or 4 attempts are spent. 30,234 dialogues (76%) end on a graded-correct conclusion, roughly 2 attempts per case on average thanks to stopping as soon as one succeeds.

Grading is self-graded (the same model judges its own answer), which is known to run generous — this number has not yet been checked against an independent judge, so treat it as an upper estimate.

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