FHIR MedRecon
Patients/d7837d3b-d5ac-e6e6-1b90-a28494a637fb

Xiao631 Schultz619

1976-05-09female29yr history95 total medication requests

d7837d3b-d5ac-e6e6-1b90-a28494a637fb

Active Medications

4

ground truth

Best F1

1.000

across all runs

Mean F1

0.570

all models & strategies

Parse Failures

3

of 20 runs

Ground Truth — Active Medications
4 active
Acetaminophen 300 MG / Hydrocodone Bitartrate 5 MG Oral TabletNaproxen sodium 220 MG Oral TabletHydrochlorothiazide 25 MG Oral TabletamLODIPine 2.5 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 C — Clinical Narrative
F1 1.000P 1.000R 1.0003.6s

Ground Truth

4 active
Acetaminophen 300 MG / Hydrocodone Bitartrate 5 MG Oral TabletMatched
Naproxen sodium 220 MG Oral TabletMatched
Hydrochlorothiazide 25 MG Oral TabletMatched
amLODIPine 2.5 MG Oral TabletMatched

Model Output

4 predicted
Acetaminophen 300 MG / Hydrocodone Bitartrate 5 MG Oral TabletCorrect
Hydrochlorothiazide 25 MG Oral TabletCorrect
Naproxen sodium 220 MG Oral TabletCorrect
amLODIPine 2.5 MG Oral TabletCorrect
4 matched0 missed0 hallucinatedexact match
Inspect:
[
  "Acetaminophen 300 MG / Hydrocodone Bitartrate 5 MG Oral Tablet",
  "Naproxen sodium 220 MG Oral Tablet",
  "Hydrochlorothiazide 25 MG Oral Tablet",
  "amLODIPine 2.5 MG Oral Tablet"
]