FHIR MedRecon
Patients/0f2ac081-3c22-20e0-0f90-c183421d3ba1

Damon455 Schiller186

1972-04-02male30yr history138 total medication requests

0f2ac081-3c22-20e0-0f90-c183421d3ba1

Active Medications

12

ground truth

Best F1

1.000

across all runs

Mean F1

0.645

all models & strategies

Parse Failures

4

of 20 runs

Ground Truth — Active Medications
12 active
aspirin 81 MG Oral Tabletatenolol 50 MG Oral Tabletatorvastatin 20 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 Sprayalbuterol 5 MG/ML Inhalation SolutionHydrochlorothiazide 25 MG Oral Tabletlisinopril 10 MG Oral TabletamLODIPine 2.5 MG Oral Tablet60 ACTUAT Fluticasone propionate 0.25 MG/ACTUAT / salmeterol 0.05 MG/ACTUAT Dry Powder Inhaler
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 1.00015.7s

Ground Truth

12 active
aspirin 81 MG Oral TabletMatched
atenolol 50 MG Oral TabletMatched
atorvastatin 20 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
albuterol 5 MG/ML Inhalation SolutionMatched
Hydrochlorothiazide 25 MG Oral TabletMatched
lisinopril 10 MG Oral TabletMatched
amLODIPine 2.5 MG Oral TabletMatched
60 ACTUAT Fluticasone propionate 0.25 MG/ACTUAT / salmeterol 0.05 MG/ACTUAT Dry Powder InhalerMatched

Model Output

12 predicted
24 HR metoprolol succinate 100 MG Extended Release Oral TabletCorrect
60 ACTUAT Fluticasone propionate 0.25 MG/ACTUAT / salmeterol 0.05 MG/ACTUAT Dry Powder InhalerCorrect
Clopidogrel 75 MG Oral TabletCorrect
Hydrochlorothiazide 25 MG Oral TabletCorrect
Nitroglycerin 0.4 MG/ACTUAT Mucosal SprayCorrect
Simvastatin 20 MG Oral TabletCorrect
albuterol 5 MG/ML Inhalation SolutionCorrect
amLODIPine 2.5 MG Oral TabletCorrect
aspirin 81 MG Oral TabletCorrect
atenolol 50 MG Oral TabletCorrect
atorvastatin 20 MG Oral TabletCorrect
lisinopril 10 MG Oral TabletCorrect
12 matched0 missed0 hallucinatedexact match
Inspect:
```json
[
  "aspirin 81 MG Oral Tablet",
  "atenolol 50 MG Oral Tablet",
  "atorvastatin 20 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",
  "albuterol 5 MG/ML Inhalation Solution",
  "Hydrochlorothiazide 25 MG Oral Tablet",
  "lisinopril 10 MG Oral Tablet",
  "amLODIPine 2.5 MG Oral Tablet",
  "60 ACTUAT Fluticasone propionate 0.25 MG/ACTUAT / salmeterol 0.05 MG/ACTUAT Dry Powder Inhaler"
]
```