Patients/2d6e2e64-ee29-4f9c-2816-443bad505e84

Janetta325 Weissnat378

1959-05-26female30yr history80 total medication requests

2d6e2e64-ee29-4f9c-2816-443bad505e84

Active Medications

ground truth

Best F1

1.000

across all runs

Mean F1

0.633

all models & strategies

Parse Failures

of 20 runs

Ground Truth — Active Medications

3 active

albuterol 5 MG/ML Inhalation SolutionIbuprofen 400 MG Oral Tablet [Ibu]60 ACTUAT Fluticasone propionate 0.25 MG/ACTUAT / salmeterol 0.05 MG/ACTUAT Dry Powder Inhaler

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 1.0008.2s

Ground Truth

3 active

albuterol 5 MG/ML Inhalation SolutionMatched

Ibuprofen 400 MG Oral Tablet [Ibu]Matched

60 ACTUAT Fluticasone propionate 0.25 MG/ACTUAT / salmeterol 0.05 MG/ACTUAT Dry Powder InhalerMatched

Model Output

3 predicted

60 ACTUAT Fluticasone propionate 0.25 MG/ACTUAT / salmeterol 0.05 MG/ACTUAT Dry Powder InhalerCorrect

Ibuprofen 400 MG Oral Tablet [Ibu]Correct

albuterol 5 MG/ML Inhalation SolutionCorrect

3 matched0 missed0 hallucinatedexact match

Inspect:

[
  "albuterol 5 MG/ML Inhalation Solution",
  "Ibuprofen 400 MG Oral Tablet [Ibu]",
  "60 ACTUAT Fluticasone propionate 0.25 MG/ACTUAT / salmeterol 0.05 MG/ACTUAT Dry Powder Inhaler"
]