FHIR MedRecon
Patients/8f51273e-9cdb-92d2-630d-b7eee6039723

Rocio28 Valdés907

1969-04-07female29yr history59 total medication requests

8f51273e-9cdb-92d2-630d-b7eee6039723

Active Medications

4

ground truth

Best F1

1.000

across all runs

Mean F1

0.477

all models & strategies

Parse Failures

6

of 20 runs

Ground Truth — Active Medications
4 active
{21 (ethinyl estradiol 0.03 MG / levonorgestrel 0.15 MG Oral Tablet) / 7 (inert ingredients 1 MG Oral Tablet) } Pack [Levora 0.15/30 28 Day]insulin isophane, human 70 UNT/ML / insulin, regular, human 30 UNT/ML Injectable Suspension [Humulin]albuterol 5 MG/ML Inhalation Solution60 ACTUAT Fluticasone propionate 0.25 MG/ACTUAT / salmeterol 0.05 MG/ACTUAT Dry Powder Inhaler
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 1.0007.7s

Ground Truth

4 active
{21 (ethinyl estradiol 0.03 MG / levonorgestrel 0.15 MG Oral Tablet) / 7 (inert ingredients 1 MG Oral Tablet) } Pack [Levora 0.15/30 28 Day]Matched
insulin isophane, human 70 UNT/ML / insulin, regular, human 30 UNT/ML Injectable Suspension [Humulin]Matched
albuterol 5 MG/ML Inhalation SolutionMatched
60 ACTUAT Fluticasone propionate 0.25 MG/ACTUAT / salmeterol 0.05 MG/ACTUAT Dry Powder InhalerMatched

Model Output

4 predicted
60 ACTUAT Fluticasone propionate 0.25 MG/ACTUAT / salmeterol 0.05 MG/ACTUAT Dry Powder InhalerCorrect
albuterol 5 MG/ML Inhalation SolutionCorrect
insulin isophane, human 70 UNT/ML / insulin, regular, human 30 UNT/ML Injectable Suspension [Humulin]Correct
{21 (ethinyl estradiol 0.03 MG / levonorgestrel 0.15 MG Oral Tablet) / 7 (inert ingredients 1 MG Oral Tablet) } Pack [Levora 0.15/30 28 Day]Correct
4 matched0 missed0 hallucinatedexact match
Inspect:
[
  "{21 (ethinyl estradiol 0.03 MG / levonorgestrel 0.15 MG Oral Tablet) / 7 (inert ingredients 1 MG Oral Tablet) } Pack [Levora 0.15/30 28 Day]",
  "insulin isophane, human 70 UNT/ML / insulin, regular, human 30 UNT/ML Injectable Suspension [Humulin]",
  "albuterol 5 MG/ML Inhalation Solution",
  "60 ACTUAT Fluticasone propionate 0.25 MG/ACTUAT / salmeterol 0.05 MG/ACTUAT Dry Powder Inhaler"
]