One Panel Does Not Fit All: Case-Adaptive Multi-Agent Deliberation for Clinical Prediction

One Panel Does Not Fit All: Case-Adaptive Multi-Agent Deliberation for Clinical Prediction | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/one-panel-does-not-fit-all-case-adaptive-multi-agent-deliberation-for-clinical-prediction

stale

Proof freshness: stale
Proof status: unverified
Display score: 5/10
Last proof check: 2026-04-02
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 19
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 one-panel-does-not-fit-all-case-adaptive-multi-agent-deliberation-for-clinical-prediction | Route /signal-canvas/one-panel-does-not-fit-all-case-adaptive-multi-agent-deliberation-for-clinical-prediction

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/one-panel-does-not-fit-all-case-adaptive-multi-agent-deliberation-for-clinical-prediction

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "one-panel-does-not-fit-all-case-adaptive-multi-agent-deliberation-for-clinical-prediction",
    "query_text": "Summarize One Panel Does Not Fit All: Case-Adaptive Multi-Agent Deliberation for Clinical Prediction"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "One Panel Does Not Fit All: Case-Adaptive Multi-Agent Deliberation for Clinical Prediction",
  "normalized_query": "2604.00085",
  "route": "/signal-canvas/one-panel-does-not-fit-all-case-adaptive-multi-agent-deliberation-for-clinical-prediction",
  "paper_ref": "one-panel-does-not-fit-all-case-adaptive-multi-agent-deliberation-for-clinical-prediction",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: 19

Proof: Verification pending

Freshness state: computing

Source paper: One Panel Does Not Fit All: Case-Adaptive Multi-Agent Deliberation for Clinical Prediction

PDF: https://arxiv.org/pdf/2604.00085v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-02T21:01:34.417Z

Signal Canvas receipt window

Watch and verify: One Panel Does Not Fit All: Case-Adaptive Multi-Agent Deliberation for Clinical Prediction

/buildability/one-panel-does-not-fit-all-case-adaptive-multi-agent-deliberation-for-clinical-prediction

Watchwatch

Subject: One Panel Does Not Fit All: Case-Adaptive Multi-Agent Deliberation for Clinical Prediction

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

One Panel Does Not Fit All: Case-Adaptive Multi-Agent Deliberation for Clinical Prediction

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