Patients/463c9aa2-0532-f131-d3c0-29e0b7564e80

Tasia358 Yundt842

1957-01-25female29yr history106 total medication requests

463c9aa2-0532-f131-d3c0-29e0b7564e80

Active Medications

ground truth

Best F1

1.000

across all runs

Mean F1

0.623

all models & strategies

Parse Failures

of 20 runs

Ground Truth — Active Medications

5 active

Simvastatin 10 MG Oral Tabletinsulin isophane, human 70 UNT/ML / insulin, regular, human 30 UNT/ML Injectable Suspension [Humulin]Acetaminophen 325 MG / Oxycodone Hydrochloride 10 MG Oral Tablet [Percocet]Hydrochlorothiazide 25 MG Oral TabletamLODIPine 2.5 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 1.00019.1s

Ground Truth

5 active

Simvastatin 10 MG Oral TabletMatched

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

Hydrochlorothiazide 25 MG Oral TabletMatched

amLODIPine 2.5 MG Oral TabletMatched

Model Output

5 predicted

Acetaminophen 325 MG / Oxycodone Hydrochloride 10 MG Oral Tablet [Percocet]Correct

Hydrochlorothiazide 25 MG Oral TabletCorrect

Simvastatin 10 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

5 matched0 missed0 hallucinatedexact match

Inspect:

["Simvastatin 10 MG Oral Tablet", "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]", "Hydrochlorothiazide 25 MG Oral Tablet", "amLODIPine 2.5 MG Oral Tablet"]