FHIR MedRecon
Patients/e304f79d-6e0e-b853-3f79-138efaab7f59

Milford485 Gaylord332

1972-04-02male28yr history42 total medication requests

e304f79d-6e0e-b853-3f79-138efaab7f59

Active Medications

7

ground truth

Best F1

1.000

across all runs

Mean F1

0.632

all models & strategies

Parse Failures

4

of 20 runs

Ground Truth — Active Medications
7 active
24 HR nicotine 0.292 MG/HR Transdermal SystemClopidogrel 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 / Oxycodone Hydrochloride 10 MG Oral Tablet [Percocet]Acetaminophen 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 B — Markdown Table
F1 1.000P 1.000R 1.0003.0s

Ground Truth

7 active
24 HR nicotine 0.292 MG/HR Transdermal SystemMatched
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 / Oxycodone Hydrochloride 10 MG Oral Tablet [Percocet]Matched
Acetaminophen 325 MG Oral Tablet [Tylenol]Matched

Model Output

7 predicted
24 HR metoprolol succinate 100 MG Extended Release Oral TabletCorrect
24 HR nicotine 0.292 MG/HR Transdermal SystemCorrect
Acetaminophen 325 MG / Oxycodone Hydrochloride 10 MG Oral Tablet [Percocet]Correct
Acetaminophen 325 MG Oral Tablet [Tylenol]Correct
Clopidogrel 75 MG Oral TabletCorrect
Nitroglycerin 0.4 MG/ACTUAT Mucosal SprayCorrect
Simvastatin 20 MG Oral TabletCorrect
7 matched0 missed0 hallucinatedexact match
Inspect:
[
  "24 HR nicotine 0.292 MG/HR Transdermal System",
  "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 / Oxycodone Hydrochloride 10 MG Oral Tablet [Percocet]",
  "Acetaminophen 325 MG Oral Tablet [Tylenol]"
]