FHIR MedRecon
Patients/e2fcc788-13f8-1d46-e4b1-3b13f2513061

Haydee844 Treutel973

1960-03-24female21yr history18 total medication requests

e2fcc788-13f8-1d46-e4b1-3b13f2513061

Active Medications

2

ground truth

Best F1

1.000

across all runs

Mean F1

0.592

all models & strategies

Parse Failures

4

of 20 runs

Ground Truth — Active Medications
2 active
Acetaminophen 300 MG / Hydrocodone Bitartrate 5 MG Oral TabletAcetaminophen 325 MG Oral Tablet [Tylenol]
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 1.0003.4s

Ground Truth

2 active
Acetaminophen 300 MG / Hydrocodone Bitartrate 5 MG Oral TabletMatched
Acetaminophen 325 MG Oral Tablet [Tylenol]Matched

Model Output

2 predicted
Acetaminophen 300 MG / Hydrocodone Bitartrate 5 MG Oral TabletCorrect
Acetaminophen 325 MG Oral Tablet [Tylenol]Correct
2 matched0 missed0 hallucinatedexact match
Inspect:
[
  "Acetaminophen 300 MG / Hydrocodone Bitartrate 5 MG Oral Tablet",
  "Acetaminophen 325 MG Oral Tablet [Tylenol]",
  "Acetaminophen 325 MG Oral Tablet [Tylenol]"
]