domains / families / science / nv-reason-cxr

nv-reason-cxr

separate

Used for command-shape or live NV-Reason-CXR chest X-ray reasoning smoke tests. Not for diagnosis or clinical reporting.

When to use

• Used for command-shape or live NV-Reason-CXR chest X-ray reasoning smoke tests. Not for diagnosis or clinical reporting.
• Use the wrapper exactly as documented; do not replace the upstream entrypoint with a handwritten implementation.
• Manifest I/O: inputs are `chest_xray_image_or_fixture`; outputs are `result_json`.

When not to use

• This is a thin wrapper. Image preprocessing, model inference, and decoding are delegated to Hugging Face Transformers and the NV-Reason-CXR-3B model.
• Output is not a diagnosis, clinical report, treatment recommendation, or triage decision. It is engineering evidence and must be reviewed by a qualified professional before any medical use.
• The model may hallucinate findings, miss subtle abnormalities, misread support devices, or produce overconfident prose.
• The committed fixture uses a generated synthetic PNG and deterministic mock response so CI can verify wrapper behavior without downloading model weights. Mock mode is not a substitute for model inference.
• The `hf-space-api` backend depends on public Hugging Face Space availability and API compatibility.
• Not for clinical deployment, clinical interpretation, autonomous diagnosis, treatment decisions.

Skill page

Source