SHIELD: A Diverse Clinical Note Dataset and Distilled Small Language Models for Enterprise-Scale De-identification

SHIELD: A Diverse Clinical Note Dataset and Distilled Small Language Models for Enterprise-Scale De-identification | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/shield-a-diverse-clinical-note-dataset-and-distilled-small-language-models-for-enterprise-scale-de-identification

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-05-06
Score updated: 2026-05-06
Score fresh until: 2026-06-05
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 shield-a-diverse-clinical-note-dataset-and-distilled-small-language-models-for-enterprise-scale-de-identification | Route /signal-canvas/shield-a-diverse-clinical-note-dataset-and-distilled-small-language-models-for-enterprise-scale-de-identification

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/shield-a-diverse-clinical-note-dataset-and-distilled-small-language-models-for-enterprise-scale-de-identification

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "shield-a-diverse-clinical-note-dataset-and-distilled-small-language-models-for-enterprise-scale-de-identification",
    "query_text": "Summarize SHIELD: A Diverse Clinical Note Dataset and Distilled Small Language Models for Enterprise-Scale De-identification"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "SHIELD: A Diverse Clinical Note Dataset and Distilled Small Language Models for Enterprise-Scale De-identification",
  "normalized_query": "2605.03301",
  "route": "/signal-canvas/shield-a-diverse-clinical-note-dataset-and-distilled-small-language-models-for-enterprise-scale-de-identification",
  "paper_ref": "shield-a-diverse-clinical-note-dataset-and-distilled-small-language-models-for-enterprise-scale-de-identification",
  "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: SHIELD: A Diverse Clinical Note Dataset and Distilled Small Language Models for Enterprise-Scale De-identification

PDF: https://arxiv.org/pdf/2605.03301v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-06T20:25:27.211Z

Signal Canvas receipt window

Watch and verify: SHIELD: A Diverse Clinical Note Dataset and Distilled Small Language Models for Enterprise-Scale De-identification

/buildability/shield-a-diverse-clinical-note-dataset-and-distilled-small-language-models-for-enterprise-scale-de-identification

Watchwatch

Subject: SHIELD: A Diverse Clinical Note Dataset and Distilled Small Language Models for Enterprise-Scale De-identification

Verdict

Watch

SHIELD: A Diverse Clinical Note Dataset and Distilled Small Language Models for Enterprise-Scale De-identification

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