Patients/608002f4-f765-c9b0-2dfb-4c5c2edec460

Tisha655 Hilll811

1976-07-22female30yr history36 total medication requests

608002f4-f765-c9b0-2dfb-4c5c2edec460

Active Medications

ground truth

Best F1

1.000

across all runs

Mean F1

0.621

all models & strategies

Parse Failures

of 20 runs

Ground Truth — Active Medications

5 active

{28 (norethindrone 0.35 MG Oral Tablet) } Pack [Jolivette 28 Day]carvedilol 25 MG Oral TabletFurosemide 40 MG Oral Tabletlosartan potassium 50 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 1.0003.8s

Ground Truth

5 active

{28 (norethindrone 0.35 MG Oral Tablet) } Pack [Jolivette 28 Day]Matched

carvedilol 25 MG Oral TabletMatched

Furosemide 40 MG Oral TabletMatched

losartan potassium 50 MG Oral TabletMatched

lisinopril 20 MG Oral TabletMatched

Model Output

5 predicted

Furosemide 40 MG Oral TabletCorrect

carvedilol 25 MG Oral TabletCorrect

lisinopril 20 MG Oral TabletCorrect

losartan potassium 50 MG Oral TabletCorrect

{28 (norethindrone 0.35 MG Oral Tablet) } Pack [Jolivette 28 Day]Correct

5 matched0 missed0 hallucinatedexact match

Inspect:

["{28 (norethindrone 0.35 MG Oral Tablet) } Pack [Jolivette 28 Day]", "carvedilol 25 MG Oral Tablet", "Furosemide 40 MG Oral Tablet", "losartan potassium 50 MG Oral Tablet", "lisinopril 20 MG Oral Tablet"]