NV-Segment-CT Finetune Purpose - Used for smoke or dataset finetuning of NV-Segment-CT VISTA3D on CT NIfTI labels, including the upstream fixed-channel softmax workflow and optional MLflow tracking. Not for clinical validation. - Wraps the upstream MONAI bundle entrypoint; do not replace it with handwritten training or inference code. - Manifest inputs are , , , , , , , , , , , and . - Manifest outputs are and schema-checked . Instructions - Run only the caller-requested preset, dataset, output directory, and compute budget. Dependency setup and remote tracking require the caller's approval.…