FHIR MedRecon
Patients/73207256-0454-06f8-50a8-101f89f05656

Concepción765 Navarrete760

1961-11-27female30yr history143 total medication requests

73207256-0454-06f8-50a8-101f89f05656

Active Medications

9

ground truth

Best F1

1.000

across all runs

Mean F1

0.569

all models & strategies

Parse Failures

5

of 20 runs

Ground Truth — Active Medications
9 active
ferrous sulfate 325 MG Oral TabletClopidogrel 75 MG Oral TabletSimvastatin 20 MG Oral Tablet24 HR metoprolol succinate 100 MG Extended Release Oral TabletNitroglycerin 0.4 MG/ACTUAT Mucosal SprayHydrochlorothiazide 25 MG Oral Tablet24 HR Metformin hydrochloride 500 MG Extended Release Oral Tabletlisinopril 10 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 A — Raw FHIR JSON
F1 1.000P 1.000R 1.00016.5s

Ground Truth

9 active
ferrous sulfate 325 MG Oral TabletMatched
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
Hydrochlorothiazide 25 MG Oral TabletMatched
24 HR Metformin hydrochloride 500 MG Extended Release Oral TabletMatched
lisinopril 10 MG Oral TabletMatched
amLODIPine 2.5 MG Oral TabletMatched

Model Output

9 predicted
24 HR Metformin hydrochloride 500 MG Extended Release Oral TabletCorrect
24 HR metoprolol succinate 100 MG Extended Release Oral TabletCorrect
Clopidogrel 75 MG Oral TabletCorrect
Hydrochlorothiazide 25 MG Oral TabletCorrect
Nitroglycerin 0.4 MG/ACTUAT Mucosal SprayCorrect
Simvastatin 20 MG Oral TabletCorrect
amLODIPine 2.5 MG Oral TabletCorrect
ferrous sulfate 325 MG Oral TabletCorrect
lisinopril 10 MG Oral TabletCorrect
9 matched0 missed0 hallucinatedexact match
Inspect:
[
  "ferrous sulfate 325 MG Oral Tablet",
  "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",
  "Hydrochlorothiazide 25 MG Oral Tablet",
  "24 HR Metformin hydrochloride 500 MG Extended Release Oral Tablet",
  "lisinopril 10 MG Oral Tablet",
  "amLODIPine 2.5 MG Oral Tablet"
]