FHIR MedRecon
Patients/033d03b0-d04d-cb4b-ed9d-d6b154a47bbb

Juana825 Velásquez56

1969-04-07female30yr history30 total medication requests

033d03b0-d04d-cb4b-ed9d-d6b154a47bbb

Active Medications

3

ground truth

Best F1

1.000

across all runs

Mean F1

0.700

all models & strategies

Parse Failures

4

of 20 runs

Ground Truth — Active Medications
3 active
Vitamin B12 5 MG/ML Injectable SolutionNaproxen sodium 220 MG Oral TabletSimvastatin 10 MG Oral Tablet
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 1.0002.8s

Ground Truth

3 active
Vitamin B12 5 MG/ML Injectable SolutionMatched
Naproxen sodium 220 MG Oral TabletMatched
Simvastatin 10 MG Oral TabletMatched

Model Output

3 predicted
Naproxen sodium 220 MG Oral TabletCorrect
Simvastatin 10 MG Oral TabletCorrect
Vitamin B12 5 MG/ML Injectable SolutionCorrect
3 matched0 missed0 hallucinatedexact match
Inspect:
[
  "Vitamin B12 5 MG/ML Injectable Solution",
  "Naproxen sodium 220 MG Oral Tablet",
  "Simvastatin 10 MG Oral Tablet"
]