FHIR MedRecon
Patients/6ccbf84f-091a-43b0-cdd1-aff80483e734

Wayne846 Considine820

1956-10-05male27yr history539 total medication requests

6ccbf84f-091a-43b0-cdd1-aff80483e734

Active Medications

8

ground truth

Best F1

1.000

across all runs

Mean F1

0.506

all models & strategies

Parse Failures

5

of 20 runs

Ground Truth — Active Medications
8 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]Hydrochlorothiazide 25 MG Oral Tablet24 HR tacrolimus 1 MG Extended Release Oral Tablet [Envarsus]amLODIPine 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 1.00012.1s

Ground Truth

8 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
Hydrochlorothiazide 25 MG Oral TabletMatched
24 HR tacrolimus 1 MG Extended Release Oral Tablet [Envarsus]Matched
amLODIPine 2.5 MG Oral TabletMatched

Model Output

8 predicted
24 HR metoprolol succinate 100 MG Extended Release Oral TabletCorrect
24 HR tacrolimus 1 MG Extended Release Oral Tablet [Envarsus]Correct
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
insulin isophane, human 70 UNT/ML / insulin, regular, human 30 UNT/ML Injectable Suspension [Humulin]Correct
8 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]",
  "Hydrochlorothiazide 25 MG Oral Tablet",
  "24 HR tacrolimus 1 MG Extended Release Oral Tablet [Envarsus]",
  "amLODIPine 2.5 MG Oral Tablet"
]