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medtech-model-evidence-export

separate

Exports sanitized metadata, parameters, reproducibility details, quality metrics, and optional review artifacts from Medical AI inference runs or evidence packs to MLflow. Use after inference, including NV-Generate runs; not for live training tracking, model registration, or clinical use.

When to use

• Mirror an existing medical-inference result or evidence pack into MLflow after the run and emit the `export_result` JSON contract. Keep the original evidence pack as the source of truth. Training skills should add MLflow inside their train…

When not to use

• This is post-hoc inference export, not live training-curve tracking.
• Global intensity SNR and downsampled volume statistics are engineering
• Preview and raw artifacts may contain sensitive medical information. The
• The exporter does not evaluate model quality, register models, or alter the

Skill page

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