Budget-Aware Uncertainty for Radiotherapy Segmentation QA Using nnU-Net

Budget-Aware Uncertainty for Radiotherapy Segmentation QA Using nnU-Net | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/budget-aware-uncertainty-for-radiotherapy-segmentation-qa-using-nnu-net

stale

Proof freshness: stale
Proof status: unverified
Display score: 2/10
Last proof check: 2026-04-14
Score updated: 2026-04-14
Score fresh until: 2026-05-14
References: 0
Source count: 3
Coverage: 50%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID budget-aware-uncertainty-for-radiotherapy-segmentation-qa-using-nnu-net | Route /signal-canvas/budget-aware-uncertainty-for-radiotherapy-segmentation-qa-using-nnu-net

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/budget-aware-uncertainty-for-radiotherapy-segmentation-qa-using-nnu-net

MCP example

{
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  "arguments": {
    "mode": "paper",
    "paper_ref": "budget-aware-uncertainty-for-radiotherapy-segmentation-qa-using-nnu-net",
    "query_text": "Summarize Budget-Aware Uncertainty for Radiotherapy Segmentation QA Using nnU-Net"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Budget-Aware Uncertainty for Radiotherapy Segmentation QA Using nnU-Net",
  "normalized_query": "2604.11798",
  "route": "/signal-canvas/budget-aware-uncertainty-for-radiotherapy-segmentation-qa-using-nnu-net",
  "paper_ref": "budget-aware-uncertainty-for-radiotherapy-segmentation-qa-using-nnu-net",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Budget-Aware Uncertainty for Radiotherapy Segmentation QA Using nnU-Net

PDF: https://arxiv.org/pdf/2604.11798v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-14T16:51:18.692Z

Signal Canvas receipt window

Not build-ready: Budget-Aware Uncertainty for Radiotherapy Segmentation QA Using nnU-Net

/buildability/budget-aware-uncertainty-for-radiotherapy-segmentation-qa-using-nnu-net

Ignoreblocked

Subject: Budget-Aware Uncertainty for Radiotherapy Segmentation QA Using nnU-Net

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

Budget-Aware Uncertainty for Radiotherapy Segmentation QA Using nnU-Net

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