ClinDet-Bench: Beyond Abstention, Evaluating Judgment Determinability of LLMs in Clinical Decision-Making

ClinDet-Bench: Beyond Abstention, Evaluating Judgment Determinability of LLMs in Clinical Decision-Making | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/clindet-bench-beyond-abstention-evaluating-judgment-determinability-of-llms-in-clinical-decision-making

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: 0
Source count: 0
Coverage: 17%

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 clindet-bench-beyond-abstention-evaluating-judgment-determinability-of-llms-in-clinical-decision-making | Route /signal-canvas/clindet-bench-beyond-abstention-evaluating-judgment-determinability-of-llms-in-clinical-decision-making

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/clindet-bench-beyond-abstention-evaluating-judgment-determinability-of-llms-in-clinical-decision-making

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "clindet-bench-beyond-abstention-evaluating-judgment-determinability-of-llms-in-clinical-decision-making",
    "query_text": "Summarize ClinDet-Bench: Beyond Abstention, Evaluating Judgment Determinability of LLMs in Clinical Decision-Making"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "ClinDet-Bench: Beyond Abstention, Evaluating Judgment Determinability of LLMs in Clinical Decision-Making",
  "normalized_query": "2602.22771",
  "route": "/signal-canvas/clindet-bench-beyond-abstention-evaluating-judgment-determinability-of-llms-in-clinical-decision-making",
  "paper_ref": "clindet-bench-beyond-abstention-evaluating-judgment-determinability-of-llms-in-clinical-decision-making",
  "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: ClinDet-Bench: Beyond Abstention, Evaluating Judgment Determinability of LLMs in Clinical Decision-Making

PDF: https://arxiv.org/pdf/2602.22771v1

Source count: Pending verification

Coverage: 17%

Last proof check: 2026-04-02T02:30:40.136Z

Signal Canvas receipt window

Watch and verify: ClinDet-Bench: Beyond Abstention, Evaluating Judgment Determinability of LLMs in Clinical Decision-Making

/buildability/clindet-bench-beyond-abstention-evaluating-judgment-determinability-of-llms-in-clinical-decision-making

Watchwatch

Subject: ClinDet-Bench: Beyond Abstention, Evaluating Judgment Determinability of LLMs in Clinical Decision-Making

Verdict

Watch

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

ClinDet-Bench: Beyond Abstention, Evaluating Judgment Determinability of LLMs in Clinical Decision-Making

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