FHIR MedRecon
Patients/522f53ae-2875-15c4-e926-28fc2c0d184b

Hollie21 Padberg411

1976-05-09female19yr history67 total medication requests

522f53ae-2875-15c4-e926-28fc2c0d184b

Active Medications

2

ground truth

Best F1

1.000

across all runs

Mean F1

0.533

all models & strategies

Parse Failures

5

of 20 runs

Ground Truth — Active Medications
2 active
clonazePAM 0.25 MG Oral Tablet{5 (ethinyl estradiol 0.02 MG / norethindrone acetate 1 MG Oral Tablet) / 7 (ethinyl estradiol 0.03 MG / norethindrone acetate 1 MG Oral Tablet) / 9 (ethinyl estradiol 0.035 MG / norethindrone acetate 1 MG Oral Tablet) / 7 (ferrous fumarate 75 MG Oral Tablet) } Pack [Estrostep Fe 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 1.0007.5s

Ground Truth

2 active
clonazePAM 0.25 MG Oral TabletMatched
{5 (ethinyl estradiol 0.02 MG / norethindrone acetate 1 MG Oral Tablet) / 7 (ethinyl estradiol 0.03 MG / norethindrone acetate 1 MG Oral Tablet) / 9 (ethinyl estradiol 0.035 MG / norethindrone acetate 1 MG Oral Tablet) / 7 (ferrous fumarate 75 MG Oral Tablet) } Pack [Estrostep Fe 28 Day]Matched

Model Output

2 predicted
clonazePAM 0.25 MG Oral TabletCorrect
{5 (ethinyl estradiol 0.02 MG / norethindrone acetate 1 MG Oral Tablet) / 7 (ethinyl estradiol 0.03 MG / norethindrone acetate 1 MG Oral Tablet) / 9 (ethinyl estradiol 0.035 MG / norethindrone acetate 1 MG Oral Tablet) / 7 (ferrous fumarate 75 MG Oral Tablet) } Pack [Estrostep Fe 28 Day]Correct
2 matched0 missed0 hallucinatedexact match
Inspect:
["clonazePAM 0.25 MG Oral Tablet", "{5 (ethinyl estradiol 0.02 MG / norethindrone acetate 1 MG Oral Tablet) / 7 (ethinyl estradiol 0.03 MG / norethindrone acetate 1 MG Oral Tablet) / 9 (ethinyl estradiol 0.035 MG / norethindrone acetate 1 MG Oral Tablet) / 7 (ferrous fumarate 75 MG Oral Tablet) } Pack [Estrostep Fe 28 Day]"]