Patients/24f29144-9e56-3217-a207-61011295e4f8

Neil122 Howell947

1979-03-09male19yr history64 total medication requests

24f29144-9e56-3217-a207-61011295e4f8

Active Medications

ground truth

Best F1

1.000

across all runs

Mean F1

0.620

all models & strategies

Parse Failures

of 20 runs

Ground Truth — Active Medications

5 active

Acetaminophen 300 MG / Codeine Phosphate 15 MG Oral TabletAbuse-Deterrent 12 HR Oxycodone Hydrochloride 10 MG Extended Release Oral Tablet [Oxycontin]72 HR Fentanyl 0.025 MG/HR Transdermal Systemtramadol hydrochloride 50 MG Oral Tablet12 HR Hydrocodone Bitartrate 10 MG Extended Release Oral Capsule

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 1.00012.9s

Ground Truth

5 active

Acetaminophen 300 MG / Codeine Phosphate 15 MG Oral TabletMatched

Abuse-Deterrent 12 HR Oxycodone Hydrochloride 10 MG Extended Release Oral Tablet [Oxycontin]Matched

72 HR Fentanyl 0.025 MG/HR Transdermal SystemMatched

tramadol hydrochloride 50 MG Oral TabletMatched

12 HR Hydrocodone Bitartrate 10 MG Extended Release Oral CapsuleMatched

Model Output

5 predicted

12 HR Hydrocodone Bitartrate 10 MG Extended Release Oral CapsuleCorrect

72 HR Fentanyl 0.025 MG/HR Transdermal SystemCorrect

Abuse-Deterrent 12 HR Oxycodone Hydrochloride 10 MG Extended Release Oral Tablet [Oxycontin]Correct

Acetaminophen 300 MG / Codeine Phosphate 15 MG Oral TabletCorrect

tramadol hydrochloride 50 MG Oral TabletCorrect

5 matched0 missed0 hallucinatedexact match

Inspect:

[
  "Acetaminophen 300 MG / Codeine Phosphate 15 MG Oral Tablet",
  "Abuse-Deterrent 12 HR Oxycodone Hydrochloride 10 MG Extended Release Oral Tablet [Oxycontin]",
  "72 HR Fentanyl 0.025 MG/HR Transdermal System",
  "tramadol hydrochloride 50 MG Oral Tablet",
  "12 HR Hydrocodone Bitartrate 10 MG Extended Release Oral Capsule"
]