Patients/2e2b7e2f-8830-ae8b-2df2-bbc873c76797

Courtney281 Nolan344

1969-02-19male27yr history153 total medication requests

2e2b7e2f-8830-ae8b-2df2-bbc873c76797

Active Medications

ground truth

Best F1

1.000

across all runs

Mean F1

0.584

all models & strategies

Parse Failures

of 20 runs

Ground Truth — Active Medications

6 active

Simvastatin 10 MG Oral Tabletinsulin isophane, human 70 UNT/ML / insulin, regular, human 30 UNT/ML Injectable Suspension [Humulin]Hydrochlorothiazide 25 MG Oral TabletAcetaminophen 325 MG / Oxycodone Hydrochloride 10 MG Oral Tablet [Percocet]Ibuprofen 400 MG Oral Tablet [Ibu]aspirin 81 MG Oral Capsule [Vazalore]

Results Grid

F1 / Precision / Recall / Inference time per model × strategy

Model	Raw JSON	Table	Narrative	Timeline
Phi-3.5-mini (3.8B)
Mistral 7B v0.3
BioMistral 7B
Llama 3.1 8B
Llama 3.3 70B

Click a cell to compare that result against ground truth below.

Medication Diff

Model: Llama 3.1 8B

Strategy: Strategy A — Raw FHIR JSON

F1 1.000P 1.000R 1.00018.7s

Ground Truth

6 active

Simvastatin 10 MG Oral TabletMatched

insulin isophane, human 70 UNT/ML / insulin, regular, human 30 UNT/ML Injectable Suspension [Humulin]Matched

Hydrochlorothiazide 25 MG Oral TabletMatched

Acetaminophen 325 MG / Oxycodone Hydrochloride 10 MG Oral Tablet [Percocet]Matched

Ibuprofen 400 MG Oral Tablet [Ibu]Matched

aspirin 81 MG Oral Capsule [Vazalore]Matched

Model Output

6 predicted

Acetaminophen 325 MG / Oxycodone Hydrochloride 10 MG Oral Tablet [Percocet]Correct

Hydrochlorothiazide 25 MG Oral TabletCorrect

Ibuprofen 400 MG Oral Tablet [Ibu]Correct

Simvastatin 10 MG Oral TabletCorrect

aspirin 81 MG Oral Capsule [Vazalore]Correct

insulin isophane, human 70 UNT/ML / insulin, regular, human 30 UNT/ML Injectable Suspension [Humulin]Correct

6 matched0 missed0 hallucinatedexact match

Inspect:

[
  "Simvastatin 10 MG Oral Tablet",
  "insulin isophane, human 70 UNT/ML / insulin, regular, human 30 UNT/ML Injectable Suspension [Humulin]",
  "Hydrochlorothiazide 25 MG Oral Tablet",
  "Acetaminophen 325 MG / Oxycodone Hydrochloride 10 MG Oral Tablet [Percocet]",
  "Ibuprofen 400 MG Oral Tablet [Ibu]",
  "aspirin 81 MG Oral Capsule [Vazalore]"
]