FHIR MedRecon
Patients/9aac1ba6-df57-496f-4170-e90dd6fa1570

Lou594 Conroy74

1971-04-14male27yr history56 total medication requests

9aac1ba6-df57-496f-4170-e90dd6fa1570

Active Medications

8

ground truth

Best F1

1.000

across all runs

Mean F1

0.613

all models & strategies

Parse Failures

4

of 20 runs

Ground Truth — Active Medications
8 active
Abuse-Deterrent 12 HR Oxycodone Hydrochloride 10 MG Extended Release Oral Tablet [Oxycontin]tramadol hydrochloride 50 MG Oral Tabletlisinopril 10 MG Oral TabletAcetaminophen 300 MG / Hydrocodone Bitartrate 5 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 Spray
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 1.0003.4s

Ground Truth

8 active
Abuse-Deterrent 12 HR Oxycodone Hydrochloride 10 MG Extended Release Oral Tablet [Oxycontin]Matched
tramadol hydrochloride 50 MG Oral TabletMatched
lisinopril 10 MG Oral TabletMatched
Acetaminophen 300 MG / Hydrocodone Bitartrate 5 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

Model Output

8 predicted
24 HR metoprolol succinate 100 MG Extended Release Oral TabletCorrect
Abuse-Deterrent 12 HR Oxycodone Hydrochloride 10 MG Extended Release Oral Tablet [Oxycontin]Correct
Acetaminophen 300 MG / Hydrocodone Bitartrate 5 MG Oral TabletCorrect
Clopidogrel 75 MG Oral TabletCorrect
Nitroglycerin 0.4 MG/ACTUAT Mucosal SprayCorrect
Simvastatin 20 MG Oral TabletCorrect
lisinopril 10 MG Oral TabletCorrect
tramadol hydrochloride 50 MG Oral TabletCorrect
8 matched0 missed0 hallucinatedexact match
Inspect:
[
  "Abuse-Deterrent 12 HR Oxycodone Hydrochloride 10 MG Extended Release Oral Tablet [Oxycontin]",
  "tramadol hydrochloride 50 MG Oral Tablet",
  "lisinopril 10 MG Oral Tablet",
  "Acetaminophen 300 MG / Hydrocodone Bitartrate 5 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"
]