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Clinical Decision Support Agent - Validation Suite
==========================================================
Datasets: MedQA
Cases/dataset: 1
Drug check: Yes
Guidelines: Yes
Resume: No
Fetch only: No
============================================================
DATASET 1: MedQA (USMLE-style diagnostic accuracy)
============================================================
Loading MedQA from cache: F:\kaggle\medgemma_impact_challenge\src\backend\validation\data\medqa_test.jsonl
Loaded 1 MedQA cases
.\venv\Scripts\python.exe :
At line:1 char:174
+ ... lyContinue; .\venv\Scripts\python.exe -m validation.run_validation -- ...
+ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+ CategoryInfo : NotSpecified: (:String) [], RemoteException
+ FullyQualifiedErrorId : NativeCommandError
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[1mBertModel LOAD REPORT[0m from: sentence-transformers/all-MiniLM-L6-v2
Key | Status | |
------------------------+------------+--+-
embeddings.position_ids | UNEXPECTED | |
[3mNotes:
- UNEXPECTED[3m :can be ignored when loading from different
task/architecture; not ok if you expect identical arch.[0m
[1/1] medqa_0000: Γ£ô top1=N top3=N diff=Y [differential] (281547ms)
============================================================
Validation Results: MEDQA
============================================================
Total cases: 1
Successful: 1
Failed: 0
Duration: 281.5s
Metrics:
avg_pipeline_time_ms 281547ms
differential_accuracy 100.0%
mentioned_accuracy 100.0%
parse_success 100.0%
top1_accuracy 0.0%
top3_accuracy 0.0%
============================================================
======================================================================
COMBINED VALIDATION REPORT
======================================================================
Dataset Cases Success Key Metric Value
--------------- ------ -------- ------------------------- --------
medqa 1 1 top3_accuracy 0.0%
ΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇ
MEDQA metrics:
avg_pipeline_time_ms 281547ms
differential_accuracy 100.0%
mentioned_accuracy 100.0%
parse_success 100.0%
top1_accuracy 0.0%
top3_accuracy 0.0%
Total cases: 1
Total success: 1
Total duration: 281.6s (4.7min)
Timestamp: 2026-02-15T06:15:42.932073+00:00
======================================================================
Combined report saved to: F:\kaggle\medgemma_impact_challenge\src\backend\validation\results\combined_20260215_061542.json
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