FHIR MedRecon
Patients/15c1af4c-8c8a-0aa4-4d05-1bba6a97b3f1

Douglas31 Upton904

1970-02-12male23yr history25 total medication requests

15c1af4c-8c8a-0aa4-4d05-1bba6a97b3f1

Active Medications

5

ground truth

Best F1

1.000

across all runs

Mean F1

0.760

all models & strategies

Parse Failures

4

of 20 runs

Ground Truth — Active Medications
5 active
Clopidogrel 75 MG Oral TabletSimvastatin 20 MG Oral Tablet24 HR metoprolol succinate 100 MG Extended Release Oral TabletNitroglycerin 0.4 MG/ACTUAT Mucosal SprayAcetaminophen 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 1.0004.8s

Ground Truth

5 active
Clopidogrel 75 MG Oral TabletMatched
Simvastatin 20 MG Oral TabletMatched
24 HR metoprolol succinate 100 MG Extended Release Oral TabletMatched
Nitroglycerin 0.4 MG/ACTUAT Mucosal SprayMatched
Acetaminophen 325 MG Oral Tablet [Tylenol]Matched

Model Output

5 predicted
24 HR metoprolol succinate 100 MG Extended Release Oral TabletCorrect
Acetaminophen 325 MG Oral Tablet [Tylenol]Correct
Clopidogrel 75 MG Oral TabletCorrect
Nitroglycerin 0.4 MG/ACTUAT Mucosal SprayCorrect
Simvastatin 20 MG Oral TabletCorrect
5 matched0 missed0 hallucinatedexact match
Inspect:
[
  "Clopidogrel 75 MG Oral Tablet",
  "Simvastatin 20 MG Oral Tablet",
  "24 HR metoprolol succinate 100 MG Extended Release Oral Tablet",
  "Nitroglycerin 0.4 MG/ACTUAT Mucosal Spray",
  "Acetaminophen 325 MG Oral Tablet [Tylenol]"
]