Patients/ade0959f-54e2-e945-71f0-4816725373a4

Marge692 Paucek755

1985-03-22female29yr history32 total medication requests

ade0959f-54e2-e945-71f0-4816725373a4

Active Medications

ground truth

Best F1

1.000

across all runs

Mean F1

0.662

all models & strategies

Parse Failures

of 20 runs

Ground Truth — Active Medications

3 active

Hydrochlorothiazide 25 MG Oral TabletamLODIPine 2.5 MG Oral Tablet{24 (drospirenone 3 MG / ethinyl estradiol 0.02 MG Oral Tablet) / 4 (inert ingredients 1 MG Oral Tablet) } Pack [Yaz 28 Day]

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

3 active

Hydrochlorothiazide 25 MG Oral TabletMatched

amLODIPine 2.5 MG Oral TabletMatched

{24 (drospirenone 3 MG / ethinyl estradiol 0.02 MG Oral Tablet) / 4 (inert ingredients 1 MG Oral Tablet) } Pack [Yaz 28 Day]Matched

Model Output

3 predicted

Hydrochlorothiazide 25 MG Oral TabletCorrect

amLODIPine 2.5 MG Oral TabletCorrect

{24 (drospirenone 3 MG / ethinyl estradiol 0.02 MG Oral Tablet) / 4 (inert ingredients 1 MG Oral Tablet) } Pack [Yaz 28 Day]Correct

3 matched0 missed0 hallucinatedexact match

Inspect:

["Hydrochlorothiazide 25 MG Oral Tablet", "amLODIPine 2.5 MG Oral Tablet", "{24 (drospirenone 3 MG / ethinyl estradiol 0.02 MG Oral Tablet) / 4 (inert ingredients 1 MG Oral Tablet) } Pack [Yaz 28 Day]"]