Patients/3d2b97d8-2a8e-9af6-9b75-526d4f1c7fe2

Mitch821 Runte676

1957-08-06male24yr history62 total medication requests

3d2b97d8-2a8e-9af6-9b75-526d4f1c7fe2

Active Medications

ground truth

Best F1

1.000

across all runs

Mean F1

0.670

all models & strategies

Parse Failures

of 20 runs

Ground Truth — Active Medications

9 active

Hydrochlorothiazide 25 MG Oral Tabletlisinopril 10 MG Oral TabletamLODIPine 2.5 MG Oral Tablet24 HR Metformin hydrochloride 500 MG Extended Release Oral TabletSimvastatin 10 MG Oral Tabletaspirin 81 MG Oral Tablet24 HR metoprolol succinate 25 MG Extended Release Oral Tabletatorvastatin 40 MG Oral Tabletlisinopril 20 MG Oral Tablet

Results Grid

F1 / Precision / Recall / Inference time per model × strategy

Model	Raw JSON	Table	Narrative	Timeline
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 1.00010.2s

Ground Truth

9 active

Hydrochlorothiazide 25 MG Oral TabletMatched

lisinopril 10 MG Oral TabletMatched

amLODIPine 2.5 MG Oral TabletMatched

24 HR Metformin hydrochloride 500 MG Extended Release Oral TabletMatched

Simvastatin 10 MG Oral TabletMatched

aspirin 81 MG Oral TabletMatched

24 HR metoprolol succinate 25 MG Extended Release Oral TabletMatched

atorvastatin 40 MG Oral TabletMatched

lisinopril 20 MG Oral TabletMatched

Model Output

9 predicted

24 HR Metformin hydrochloride 500 MG Extended Release Oral TabletCorrect

24 HR metoprolol succinate 25 MG Extended Release Oral TabletCorrect

Hydrochlorothiazide 25 MG Oral TabletCorrect

Simvastatin 10 MG Oral TabletCorrect

amLODIPine 2.5 MG Oral TabletCorrect

aspirin 81 MG Oral TabletCorrect

atorvastatin 40 MG Oral TabletCorrect

lisinopril 10 MG Oral TabletCorrect

lisinopril 20 MG Oral TabletCorrect

9 matched0 missed0 hallucinatedexact match

Inspect:

[
  "Hydrochlorothiazide 25 MG Oral Tablet",
  "lisinopril 10 MG Oral Tablet",
  "amLODIPine 2.5 MG Oral Tablet",
  "Simvastatin 10 MG Oral Tablet",
  "24 HR Metformin hydrochloride 500 MG Extended Release Oral Tablet",
  "aspirin 81 MG Oral Tablet",
  "24 HR metoprolol succinate 25 MG Extended Release Oral Tablet",
  "atorvastatin 40 MG Oral Tablet",
  "lisinopril 20 MG Oral Tablet"
]