FHIR MedRecon
Patients/1818b2ef-a6e9-7507-e83e-59003d4479ea

Luvenia178 Goldner995

1965-08-16female21yr history23 total medication requests

1818b2ef-a6e9-7507-e83e-59003d4479ea

Active Medications

2

ground truth

Best F1

1.000

across all runs

Mean F1

0.725

all models & strategies

Parse Failures

4

of 20 runs

Ground Truth — Active Medications
2 active
albuterol 5 MG/ML Inhalation Solution60 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

ModelRaw JSONTableNarrativeTimeline
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 1.0003.2s

Ground Truth

2 active
albuterol 5 MG/ML Inhalation SolutionMatched
60 ACTUAT Fluticasone propionate 0.25 MG/ACTUAT / salmeterol 0.05 MG/ACTUAT Dry Powder InhalerMatched

Model Output

2 predicted
60 ACTUAT Fluticasone propionate 0.25 MG/ACTUAT / salmeterol 0.05 MG/ACTUAT Dry Powder InhalerCorrect
albuterol 5 MG/ML Inhalation SolutionCorrect
2 matched0 missed0 hallucinatedexact match
Inspect:
[
  "albuterol 5 MG/ML Inhalation Solution",
  "60 ACTUAT Fluticasone propionate 0.25 MG/ACTUAT / salmeterol 0.05 MG/ACTUAT Dry Powder Inhaler"
]