FHIR MedRecon
Patients/adf124e5-89e0-1916-c8b6-2743bf298ddb

Austin578 Hackett68

1972-07-24male23yr history87 total medication requests

adf124e5-89e0-1916-c8b6-2743bf298ddb

Active Medications

9

ground truth

Best F1

1.000

across all runs

Mean F1

0.663

all models & strategies

Parse Failures

4

of 20 runs

Ground Truth — Active Medications
9 active
Clopidogrel 75 MG Oral TabletSimvastatin 20 MG Oral Tablet24 HR metoprolol succinate 100 MG Extended Release Oral TabletNitroglycerin 0.4 MG/ACTUAT Mucosal Sprayinsulin isophane, human 70 UNT/ML / insulin, regular, human 30 UNT/ML Injectable Suspension [Humulin]albuterol 5 MG/ML Inhalation Solutionlisinopril 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 C — Clinical Narrative
F1 1.000P 1.000R 1.0007.3s

Ground Truth

9 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
insulin isophane, human 70 UNT/ML / insulin, regular, human 30 UNT/ML Injectable Suspension [Humulin]Matched
albuterol 5 MG/ML Inhalation SolutionMatched
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

9 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
Nitroglycerin 0.4 MG/ACTUAT Mucosal SprayCorrect
Simvastatin 20 MG Oral TabletCorrect
albuterol 5 MG/ML Inhalation SolutionCorrect
amLODIPine 2.5 MG Oral TabletCorrect
insulin isophane, human 70 UNT/ML / insulin, regular, human 30 UNT/ML Injectable Suspension [Humulin]Correct
lisinopril 10 MG Oral TabletCorrect
9 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",
  "insulin isophane, human 70 UNT/ML / insulin, regular, human 30 UNT/ML Injectable Suspension [Humulin]",
  "albuterol 5 MG/ML Inhalation Solution",
  "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"
]