CalibratedDecisions.

Repo · Benchmarks & research

Open Medical Jev

Jev-class medical judgments from frozen open models—no fine-tuning—with routing gates and published exam comparisons.

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From the repository

High-performance, high-precision, locally-fast-deployed Jev-class medical decision service on national medical exams — four readings, one routed decision, zero training.

calibrationconformal-predictionggufjevllama-cppllmmedicalqwenrouting

How builders describe it

Research recipe that fuses two frozen open readers into Jev-style yes/no judgments with a fit-free router, confidence gate, and candidate sets.

The decision Jev makes

Benchmark questions with known answers, to check accuracy and confidence.

Where it fits

Head-to-head tests, calibration studies and independent research into how well Jev decides, how fast, and at what cost. All 682 benchmarks & research projects →

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