Patients/4346ccbc-2fdc-056f-d96c-713113f0851f

Sage164 Lubowitz58

1960-01-01female30yr history113 total medication requests

4346ccbc-2fdc-056f-d96c-713113f0851f

Active Medications

ground truth

Best F1

1.000

across all runs

Mean F1

0.674

all models & strategies

Parse Failures

of 20 runs

Ground Truth — Active Medications

6 active

Levothyroxine Sodium 0.075 MG Oral TabletVitamin B12 5 MG/ML Injectable SolutionHydrochlorothiazide 25 MG Oral Tabletlisinopril 10 MG Oral TabletamLODIPine 2.5 MG Oral TabletSimvastatin 10 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 1.00017.6s

Ground Truth

6 active

Levothyroxine Sodium 0.075 MG Oral TabletMatched

Vitamin B12 5 MG/ML Injectable SolutionMatched

Hydrochlorothiazide 25 MG Oral TabletMatched

lisinopril 10 MG Oral TabletMatched

amLODIPine 2.5 MG Oral TabletMatched

Simvastatin 10 MG Oral TabletMatched

Model Output

6 predicted

Hydrochlorothiazide 25 MG Oral TabletCorrect

Levothyroxine Sodium 0.075 MG Oral TabletCorrect

Simvastatin 10 MG Oral TabletCorrect

Vitamin B12 5 MG/ML Injectable SolutionCorrect

amLODIPine 2.5 MG Oral TabletCorrect

lisinopril 10 MG Oral TabletCorrect

6 matched0 missed0 hallucinatedexact match

Inspect:

```json
["Levothyroxine Sodium 0.075 MG Oral Tablet", "Vitamin B12 5 MG/ML Injectable Solution", "Hydrochlorothiazide 25 MG Oral Tablet", "lisinopril 10 MG Oral Tablet", "amLODIPine 2.5 MG Oral Tablet", "Simvastatin 10 MG Oral Tablet"]
```