Patients/e15ab14b-22c7-3c59-1d8e-fba4bed48af1

Kena893 Jacobson885

1955-11-04female29yr history922 total medication requests

e15ab14b-22c7-3c59-1d8e-fba4bed48af1

Active Medications

ground truth

Best F1

1.000

across all runs

Mean F1

0.317

all models & strategies

Parse Failures

of 20 runs

Ground Truth — Active Medications

4 active

insulin isophane, human 70 UNT/ML / insulin, regular, human 30 UNT/ML Injectable Suspension [Humulin]Hydrochlorothiazide 25 MG Oral Tablet24 HR tacrolimus 1 MG Extended Release Oral Tablet [Envarsus]amLODIPine 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 1.00010.0s

Ground Truth

4 active

insulin isophane, human 70 UNT/ML / insulin, regular, human 30 UNT/ML Injectable Suspension [Humulin]Matched

Hydrochlorothiazide 25 MG Oral TabletMatched

24 HR tacrolimus 1 MG Extended Release Oral Tablet [Envarsus]Matched

amLODIPine 2.5 MG Oral TabletMatched

Model Output

4 predicted

24 HR tacrolimus 1 MG Extended Release Oral Tablet [Envarsus]Correct

Hydrochlorothiazide 25 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

4 matched0 missed0 hallucinatedexact match

Inspect:

[
  "insulin isophane, human 70 UNT/ML / insulin, regular, human 30 UNT/ML Injectable Suspension [Humulin]",
  "Hydrochlorothiazide 25 MG Oral Tablet",
  "24 HR tacrolimus 1 MG Extended Release Oral Tablet [Envarsus]",
  "amLODIPine 2.5 MG Oral Tablet"
]