FHIR MedRecon
Patients/22aee573-94a0-ea77-401b-3a3da9f1e1f6

Pedro316 Matías497

1962-01-03male30yr history71 total medication requests

22aee573-94a0-ea77-401b-3a3da9f1e1f6

Active Medications

6

ground truth

Best F1

1.000

across all runs

Mean F1

0.590

all models & strategies

Parse Failures

4

of 20 runs

Ground Truth — Active Medications
6 active
Acetaminophen 300 MG / Hydrocodone Bitartrate 5 MG Oral TabletAcetaminophen 325 MG / Oxycodone Hydrochloride 10 MG Oral Tablet [Percocet]Abuse-Deterrent 12 HR Oxycodone Hydrochloride 10 MG Extended Release Oral Tablet [Oxycontin]72 HR Fentanyl 0.025 MG/HR Transdermal System12 HR Hydrocodone Bitartrate 10 MG Extended Release Oral CapsuleSimvastatin 10 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 B — Markdown Table
F1 1.000P 1.000R 1.0003.8s

Ground Truth

6 active
Acetaminophen 300 MG / Hydrocodone Bitartrate 5 MG Oral TabletMatched
Acetaminophen 325 MG / Oxycodone Hydrochloride 10 MG Oral Tablet [Percocet]Matched
Abuse-Deterrent 12 HR Oxycodone Hydrochloride 10 MG Extended Release Oral Tablet [Oxycontin]Matched
72 HR Fentanyl 0.025 MG/HR Transdermal SystemMatched
12 HR Hydrocodone Bitartrate 10 MG Extended Release Oral CapsuleMatched
Simvastatin 10 MG Oral TabletMatched

Model Output

6 predicted
12 HR Hydrocodone Bitartrate 10 MG Extended Release Oral CapsuleCorrect
72 HR Fentanyl 0.025 MG/HR Transdermal SystemCorrect
Abuse-Deterrent 12 HR Oxycodone Hydrochloride 10 MG Extended Release Oral Tablet [Oxycontin]Correct
Acetaminophen 300 MG / Hydrocodone Bitartrate 5 MG Oral TabletCorrect
Acetaminophen 325 MG / Oxycodone Hydrochloride 10 MG Oral Tablet [Percocet]Correct
Simvastatin 10 MG Oral TabletCorrect
6 matched0 missed0 hallucinatedexact match
Inspect:
[
    "Acetaminophen 300 MG / Hydrocodone Bitartrate 5 MG Oral Tablet",
    "Acetaminophen 325 MG / Oxycodone Hydrochloride 10 MG Oral Tablet [Percocet]",
    "Abuse-Deterrent 12 HR Oxycodone Hydrochloride 10 MG Extended Release Oral Tablet [Oxycontin]",
    "72 HR Fentanyl 0.025 MG/HR Transdermal System",
    "12 HR Hydrocodone Bitartrate 10 MG Extended Release Oral Capsule",
    "Simvastatin 10 MG Oral Tablet"
]