Datasets:

sameedkhan
/

medconceptsqa-sample_medarc_15k

question_id int64 1 12	answer stringlengths 17 155	answer_id stringclasses 4 values	option1 stringlengths 17 133	option2 stringlengths 24 140	option3 stringlengths 21 155	option4 stringlengths 19 144	question stringlengths 216 609	vocab stringclasses 1 value	level stringclasses 3 values
1	Other physeal fracture of upper end of radius, right arm, initial encounter for closed fracture	D	Transplanted organ and tissue status, unspecified	Corrosion of first degree of unspecified axilla	Mucinosis of the skin	Other physeal fracture of upper end of radius, right arm, initial encounter for closed fracture	What is the description of the medical code S59.191A in ICD10CM? A. Transplanted organ and tissue status, unspecified B. Corrosion of first degree of unspecified axilla C. Mucinosis of the skin D. Other physeal fracture of upper end of radius, right arm, initial encounter for closed fracture	ICD10CM	easy
4	Solitary pulmonary nodule	A	Solitary pulmonary nodule	Esophagostomy hemorrhage	Poisoning by antiasthmatics, assault, sequela	Corporo-venous occlusive erectile dysfunction	What is the description of the medical code R91.1 in ICD10CM? A. Solitary pulmonary nodule B. Esophagostomy hemorrhage C. Poisoning by antiasthmatics, assault, sequela D. Corporo-venous occlusive erectile dysfunction	ICD10CM	easy
2	Other psychoactive substance abuse with withdrawal, unspecified	A	Other psychoactive substance abuse with withdrawal, unspecified	Strain of flexor muscle, fascia and tendon of right middle finger at forearm level, initial encounter	Staphylococcal arthritis, left hand	Displaced fracture of lower epiphysis (separation) of right femur, subsequent encounter for open fracture type IIIA, IIIB, or IIIC with nonunion	What is the description of the medical code F19.139 in ICD10CM? A. Other psychoactive substance abuse with withdrawal, unspecified B. Strain of flexor muscle, fascia and tendon of right middle finger at forearm level, initial encounter C. Staphylococcal arthritis, left hand D. Displaced fracture of lower epiphysis (separation) of right femur, subsequent encounter for open fracture type IIIA, IIIB, or IIIC with nonunion	ICD10CM	easy
3	Injury of bladder	A	Injury of bladder	Cranial nerve disorder, unspecified	Other specified injury of radial artery at wrist and hand level	Other specified injury of femoral vein at hip and thigh level, unspecified leg, subsequent encounter	What is the description of the medical code S37.2 in ICD10CM? A. Injury of bladder B. Cranial nerve disorder, unspecified C. Other specified injury of radial artery at wrist and hand level D. Other specified injury of femoral vein at hip and thigh level, unspecified leg, subsequent encounter	ICD10CM	easy
5	Displaced fracture of distal phalanx of right little finger, sequela	B	Displaced fracture of proximal phalanx of other finger	Displaced fracture of distal phalanx of right little finger, sequela	Displaced fracture of distal phalanx of right index finger, sequela	Displaced fracture of distal phalanx of unspecified finger, initial encounter for open fracture	What is the description of the medical code S62.636S in ICD10CM? A. Displaced fracture of proximal phalanx of other finger B. Displaced fracture of distal phalanx of right little finger, sequela C. Displaced fracture of distal phalanx of right index finger, sequela D. Displaced fracture of distal phalanx of unspecified finger, initial encounter for open fracture	ICD10CM	medium
7	Leakage of aortic (bifurcation) graft (replacement)	A	Leakage of aortic (bifurcation) graft (replacement)	Mechanical complication of biological heart valve graft	Displacement of heart valve prosthesis	Unspecified complication of cardiac and vascular prosthetic device, implant and graft, initial encounter	What is the description of the medical code T82.330 in ICD10CM? A. Leakage of aortic (bifurcation) graft (replacement) B. Mechanical complication of biological heart valve graft C. Displacement of heart valve prosthesis D. Unspecified complication of cardiac and vascular prosthetic device, implant and graft, initial encounter	ICD10CM	medium
6	Nondisplaced unspecified condyle fracture of lower end of right femur, subsequent encounter for open fracture type IIIA, IIIB, or IIIC with routine healing	C	Fracture of head and neck of femur	Fracture of medial condyle of femur	Nondisplaced unspecified condyle fracture of lower end of right femur, subsequent encounter for open fracture type IIIA, IIIB, or IIIC with routine healing	Nondisplaced supracondylar fracture with intracondylar extension of lower end of unspecified femur	What is the description of the medical code S72.414F in ICD10CM? A. Fracture of head and neck of femur B. Fracture of medial condyle of femur C. Nondisplaced unspecified condyle fracture of lower end of right femur, subsequent encounter for open fracture type IIIA, IIIB, or IIIC with routine healing D. Nondisplaced supracondylar fracture with intracondylar extension of lower end of unspecified femur	ICD10CM	medium
8	Papyraceous fetus, first trimester, fetus 4	B	Papyraceous fetus, third trimester	Papyraceous fetus, first trimester, fetus 4	Papyraceous fetus, third trimester, fetus 1	Placental disorders	What is the description of the medical code O31.01X4 in ICD10CM? A. Papyraceous fetus, third trimester B. Papyraceous fetus, first trimester, fetus 4 C. Papyraceous fetus, third trimester, fetus 1 D. Placental disorders	ICD10CM	medium
11	Infection and inflammatory reaction due to implanted urinary neurostimulation device, initial encounter	A	Infection and inflammatory reaction due to implanted urinary neurostimulation device, initial encounter	Infection and inflammatory reaction due to implanted urinary neurostimulation device, subsequent encounter	Infection and inflammatory reaction due to implanted urinary neurostimulation device, sequela	Infection and inflammatory reaction due to prosthetic device, implant and graft in urinary system	What is the description of the medical code T83.590A in ICD10CM? A. Infection and inflammatory reaction due to implanted urinary neurostimulation device, initial encounter B. Infection and inflammatory reaction due to implanted urinary neurostimulation device, subsequent encounter C. Infection and inflammatory reaction due to implanted urinary neurostimulation device, sequela D. Infection and inflammatory reaction due to prosthetic device, implant and graft in urinary system	ICD10CM	hard
10	Person boarding or alighting a motorcycle injured in collision with pedal cycle	A	Person boarding or alighting a motorcycle injured in collision with pedal cycle	Motorcycle driver injured in collision with pedal cycle in nontraffic accident	Motorcycle driver injured in collision with pedal cycle in traffic accident	Motorcycle passenger injured in collision with pedal cycle in nontraffic accident	What is the description of the medical code V21.3 in ICD10CM? A. Person boarding or alighting a motorcycle injured in collision with pedal cycle B. Motorcycle driver injured in collision with pedal cycle in nontraffic accident C. Motorcycle driver injured in collision with pedal cycle in traffic accident D. Motorcycle passenger injured in collision with pedal cycle in nontraffic accident	ICD10CM	hard
12	Salter-Harris Type I physeal fracture of upper end of radius, right arm, subsequent encounter for fracture with malunion	D	Salter-Harris Type I physeal fracture of upper end of radius, right arm, subsequent encounter for fracture with routine healing	Salter-Harris Type I physeal fracture of upper end of radius	Salter-Harris Type I physeal fracture of upper end of radius, right arm, subsequent encounter for fracture with nonunion	Salter-Harris Type I physeal fracture of upper end of radius, right arm, subsequent encounter for fracture with malunion	What is the description of the medical code S59.111P in ICD10CM? A. Salter-Harris Type I physeal fracture of upper end of radius, right arm, subsequent encounter for fracture with routine healing B. Salter-Harris Type I physeal fracture of upper end of radius C. Salter-Harris Type I physeal fracture of upper end of radius, right arm, subsequent encounter for fracture with nonunion D. Salter-Harris Type I physeal fracture of upper end of radius, right arm, subsequent encounter for fracture with malunion	ICD10CM	hard
9	Nondisplaced fracture of lateral condyle of left femur, subsequent encounter for open fracture type IIIA, IIIB, or IIIC with delayed healing	B	Nondisplaced fracture of lateral condyle of left femur, subsequent encounter for open fracture type IIIA, IIIB, or IIIC with nonunion	Nondisplaced fracture of lateral condyle of left femur, subsequent encounter for open fracture type IIIA, IIIB, or IIIC with delayed healing	Nondisplaced fracture of lateral condyle of left femur, initial encounter for open fracture type IIIA, IIIB, or IIIC	Nondisplaced fracture of lateral condyle of left femur, subsequent encounter for open fracture type IIIA, IIIB, or IIIC with routine healing	What is the description of the medical code S72.425J in ICD10CM? A. Nondisplaced fracture of lateral condyle of left femur, subsequent encounter for open fracture type IIIA, IIIB, or IIIC with nonunion B. Nondisplaced fracture of lateral condyle of left femur, subsequent encounter for open fracture type IIIA, IIIB, or IIIC with delayed healing C. Nondisplaced fracture of lateral condyle of left femur, initial encounter for open fracture type IIIA, IIIB, or IIIC D. Nondisplaced fracture of lateral condyle of left femur, subsequent encounter for open fracture type IIIA, IIIB, or IIIC with routine healing	ICD10CM	hard

Dataset Card for MedConceptsQA 15K Sample for MedARC

This is a hierarchically stratified sample of the ICD10-CM coding system from MedConceptsQA. This dataset was sampled such that maximum coverage across all levels of the ICD-10 hierarchy to be as representative as possible while constraining the dataset to a reasonable size for evaluation and potential reinforcement learning.

Users can generate their own sampling of MedConceptsQA via this generator script.

Hierarchy Coverage

Full details can be found in medarc_15k_report.txt. The below reports the percentage of chapters, categories, subcategories and 'full_codes' (the most granular level of the classification) that are covered by this sampling.

Total samples: 15,000

ICD10CM:

  Available nodes in dataset:
    Chapters     : 26
    Categories   : 1914
    Subcategories: 46380
    Full codes   : 95513

  AGGREGATE COVERAGE (across all difficulties):
    Chapters     : 26 / 26 (100.0%)
    Categories   : 1914 / 1914 (100.0%)
    Subcategories: 11672 / 46380 (25.2%)
    Full codes   : 13704 / 95513 (14.3%)

  Coverage by difficulty:

  EASY:
    Chapters     : 26 / 26 (100.0%)
    Categories   : 1913 / 1914 (99.9%)
    Subcategories: 4553 / 46380 (9.8%)
    Full codes   : 5000 / 95513 (5.2%)

  MEDIUM:
    Chapters     : 25 / 26 (96.2%)
    Categories   : 1899 / 1914 (99.2%)
    Subcategories: 4510 / 46380 (9.7%)
    Full codes   : 5000 / 95513 (5.2%)

  HARD:
    Chapters     : 25 / 26 (96.2%)
    Categories   : 1708 / 1914 (89.2%)
    Subcategories: 4528 / 46380 (9.8%)
    Full codes   : 5000 / 95513 (5.2%)

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Size of downloaded dataset files:

7.75 MB

Size of the auto-converted Parquet files:

7.75 MB

Number of rows:

30,024