Parsing progression

Three real questions.
Parsing, exposed.

3 × 3Three fixed Medical School source questions across three releases: nine focused parsing views.
01

A measurement that still falls through

Comparison focus: Recurrent exertional chest pain with chronic kidney disease and an unchanged troponin value.

Raw question + parsing overlayMedical School boards source lane
v8.8 accepted parsing overlay14 accepted records · 10 highlighted spans
Clinical stateProcedureMedicationMeasurement
Stem

A 72-year-old man with a history of presents to his primary care physician complaining of recurrent with activity. The patient used to have when he mowed his lawn. Now he gets whenever he walks short distances such as to get his mail. The pain resolves on its own when the patient sits and rests. His temperature is 98.2°F (36.8°C), blood pressure is 157/98 mm Hg, pulse is 80/min, respirations are 15/min, and oxygen saturation is 98% on room air. Physical exam is notable for an obese man who is in no distress. An initial is unchanged from a previous . The patient's first troponin is 0.06 ng/mL which is unchanged from previous troponins. Which of the following is the most likely diagnosis?

Answer choices
  1. A

  2. B

  3. C

  4. D

Raw wording is preserved; spacing and laboratory-table punctuation are normalized for the web. Current v8.8 accepted labels are overlaid on matching source phrases. The answer key and internal question identifier are intentionally not shown.

v8.6Audited extraction
Literal fragments
  • chest pain · finding
  • troponin · laboratory phrase
  • chronic kidney disease · condition

The baseline policy can preserve nearby clinical phrases without establishing one stable measurement identity.

v8.7Stable normalization
Normalized context
  • Chest pain · clinical finding
  • chronic kidney disease · condition
  • troponin · measurement candidate

Normalization improves labels, while retention still depends on the accepted occurrence layer.

v8.8 BetaTerminal consolidation
Current omission
  • Chest pain · clinical state
  • chronic kidney disease · clinical state
  • troponin · not retained

The accepted per-question set retains chest pain and chronic kidney disease, but not this troponin mention.

02

Specific anatomy remains a gap

Comparison focus: Doppler ultrasound identifies a thrombus in the left popliteal vein after calf swelling and pain.

Raw question + parsing overlayMedical School boards source lane
v8.8 accepted parsing overlay26 accepted records · 20 highlighted spans
Clinical stateProcedureMedicationMeasurement
Stem

A 56-year-old man comes to the emergency department because of a 1-day history of progressive swelling and pain in his left calf. He does not have or . He has and . Current medications include , , , and vitamin D. His temperature is 38°C (100.4°F), pulse is 84/min, and blood pressure is 135/92 mm Hg. Physical examination shows and swelling of the left lower extremity. A venous Doppler shows a thrombus in the left popliteal vein. Treatment with is begun. Two days later, physical examination shows improvement of symptoms. Laboratory studies at admission and 2 days after admission show: Admission / two days after admission — / 11.1 g/dL; /mm³ / 6100/mm³; /mm³ / 170,000/mm³; seconds / 13 seconds; seconds / 55 seconds; Estimated /1.73 m² / 28 mL/min/1.73 m². Which of the following is the most appropriate next step in management?

Answer choices
  1. A

    Switch to

  2. B

    Continue

  3. C

    Switch to

  4. D

    Discontinue anticoagulation

  5. E

    Switch to

Raw wording is preserved; spacing and laboratory-table punctuation are normalized for the web. Current v8.8 accepted labels are overlaid on matching source phrases. The answer key and internal question identifier are intentionally not shown.

v8.6Audited extraction
Co-occurring literals
  • thrombus · condition phrase
  • popliteal vein · anatomy phrase
  • calf swelling · finding

The baseline policy can recognize the finding, procedure, and location as nearby phrases.

v8.7Stable normalization
Normalized candidates
  • venous thrombosis · condition candidate
  • Ultrasound · procedure
  • popliteal vein · anatomy candidate

Clinical and procedure labels improve, while anatomical attachment remains implicit.

v8.8 BetaTerminal consolidation
Current partial parse
  • Ultrasound Imaging · diagnostic procedure
  • Tenderness · clinical state
  • thrombus / popliteal vein · not retained

The accepted set retains ultrasound and tenderness, but omits the named thrombus and popliteal vein.

03

An anatomy item with no accepted stem mentions

Comparison focus: A stab wound lies at the upper border of the left eighth rib; the answer choices are nearby structures.

Raw question + parsing overlayMedical School boards source lane
v8.8 accepted parsing overlay0 accepted records · 0 highlighted spans
Clinical stateProcedureMedicationMeasurement
0 accepted stem or answer-choice mentions.The raw item stays visible, but nothing is silently inferred into the overlay.
Stem

A 33-year-old woman is brought to the emergency department 15 minutes after being stabbed in the chest with a screwdriver. Her pulse is 110/min, respirations are 22/min, and blood pressure is 90/65 mm Hg. Examination shows a 5-cm deep stab wound at the upper border of the 8th rib in the left midaxillary line. Which of the following structures is most likely to be injured in this patient?

Answer choices
  1. A

    Intercostal nerve

  2. B

    Left liver lobe

  3. C

    Spleen

  4. D

    Lower lung lobe

  5. E

    Left ventricle

  6. F

    Left kidney

Raw wording is preserved; spacing and laboratory-table punctuation are normalized for the web. Current v8.8 accepted labels are overlaid on matching source phrases. The answer key and internal question identifier are intentionally not shown.

v8.6Audited extraction
Surface candidates
  • 8th rib · anatomy phrase
  • left midaxillary line · location phrase
  • stab wound · finding phrase

The baseline policy can identify anatomical and injury phrases without a validated attachment.

v8.7Stable normalization
Attachment unresolved
  • 8th rib · anatomy candidate
  • upper border · unresolved context
  • injured structure · unanswered relation

Normalization alone cannot safely turn the geometry of the wound into a clinical relation.

v8.8 BetaTerminal consolidation
Current stem omission
  • 0 · accepted stem mentions
  • upper border / 8th rib · not retained
  • answer-choice structures · not retained

The accepted current record contains zero question-stem mentions for this item; the gap remains visible rather than inferred away.