FHIR MedRecon
Patients/28e1f56a-b26d-80ba-e34e-9cfb0c1df93e

Ouida808 Harber290

1978-02-16female29yr history19 total medication requests

28e1f56a-b26d-80ba-e34e-9cfb0c1df93e

Active Medications

2

ground truth

Best F1

1.000

across all runs

Mean F1

0.615

all models & strategies

Parse Failures

4

of 20 runs

Ground Truth — Active Medications
2 active
Vitamin B12 5 MG/ML Injectable Solution{28 (norethindrone 0.35 MG Oral Tablet) } Pack [Jolivette 28 Day]
Results Grid

F1 / Precision / Recall / Inference time per model × strategy

ModelRaw JSONTableNarrativeTimeline
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 1.0002.5s

Ground Truth

2 active
Vitamin B12 5 MG/ML Injectable SolutionMatched
{28 (norethindrone 0.35 MG Oral Tablet) } Pack [Jolivette 28 Day]Matched

Model Output

2 predicted
Vitamin B12 5 MG/ML Injectable SolutionCorrect
{28 (norethindrone 0.35 MG Oral Tablet) } Pack [Jolivette 28 Day]Correct
2 matched0 missed0 hallucinatedexact match
Inspect:
["Vitamin B12 5 MG/ML Injectable Solution", "{28 (norethindrone 0.35 MG Oral Tablet) } Pack [Jolivette 28 Day]"]