FHIR MedRecon
Patients/6c6acf0d-3295-986e-fbc9-57e7189fbc2e

Jarrod316 Wiza601

1965-02-15male25yr history630 total medication requests

6c6acf0d-3295-986e-fbc9-57e7189fbc2e

Active Medications

12

ground truth

Best F1

1.000

across all runs

Mean F1

0.337

all models & strategies

Parse Failures

10

of 20 runs

Ground Truth — Active Medications
12 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]Acetaminophen 325 MG / Oxycodone Hydrochloride 10 MG Oral Tablet [Percocet]72 HR Fentanyl 0.025 MG/HR Transdermal Systemtramadol hydrochloride 50 MG Oral Tablet24 HR Metformin hydrochloride 500 MG Extended Release Oral Tabletlisinopril 10 MG Oral TabletamLODIPine 2.5 MG Oral TabletAcetaminophen 300 MG / Hydrocodone Bitartrate 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 1.00020.7s

Ground Truth

12 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
Acetaminophen 325 MG / Oxycodone Hydrochloride 10 MG Oral Tablet [Percocet]Matched
72 HR Fentanyl 0.025 MG/HR Transdermal SystemMatched
tramadol hydrochloride 50 MG Oral TabletMatched
24 HR Metformin hydrochloride 500 MG Extended Release Oral TabletMatched
lisinopril 10 MG Oral TabletMatched
amLODIPine 2.5 MG Oral TabletMatched
Acetaminophen 300 MG / Hydrocodone Bitartrate 5 MG Oral TabletMatched

Model Output

12 predicted
24 HR Metformin hydrochloride 500 MG Extended Release Oral TabletCorrect
24 HR metoprolol succinate 100 MG Extended Release Oral TabletCorrect
72 HR Fentanyl 0.025 MG/HR Transdermal SystemCorrect
Acetaminophen 300 MG / Hydrocodone Bitartrate 5 MG Oral TabletCorrect
Acetaminophen 325 MG / Oxycodone Hydrochloride 10 MG Oral Tablet [Percocet]Correct
Clopidogrel 75 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
lisinopril 10 MG Oral TabletCorrect
tramadol hydrochloride 50 MG Oral TabletCorrect
12 matched0 missed0 hallucinatedexact match
Inspect:
```json
[
  "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]",
  "Acetaminophen 325 MG / Oxycodone Hydrochloride 10 MG Oral Tablet [Percocet]",
  "72 HR Fentanyl 0.025 MG/HR Transdermal System",
  "tramadol hydrochloride 50 MG Oral Tablet",
  "24 HR Metformin hydrochloride 500 MG Extended Release Oral Tablet",
  "lisinopril 10 MG Oral Tablet",
  "amLODIPine 2.5 MG Oral Tablet",
  "Acetaminophen 300 MG / Hydrocodone Bitartrate 5 MG Oral Tablet"
]
```