A Decade-Scale Benchmark Evaluating LLMs' Clinical Practice Guidelines Detection and Adherence in Multi-turn Conversations

A Decade-Scale Benchmark Evaluating LLMs' Clinical Practice Guidelines Detection and Adherence in Multi-turn Conversations | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/a-decade-scale-benchmark-evaluating-llms-clinical-practice-guidelines-detection-and-adherence-in-multi-turn-conversation

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
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 a-decade-scale-benchmark-evaluating-llms-clinical-practice-guidelines-detection-and-adherence-in-multi-turn-conversation | Route /signal-canvas/a-decade-scale-benchmark-evaluating-llms-clinical-practice-guidelines-detection-and-adherence-in-multi-turn-conversation

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/a-decade-scale-benchmark-evaluating-llms-clinical-practice-guidelines-detection-and-adherence-in-multi-turn-conversation

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "a-decade-scale-benchmark-evaluating-llms-clinical-practice-guidelines-detection-and-adherence-in-multi-turn-conversation",
    "query_text": "Summarize A Decade-Scale Benchmark Evaluating LLMs' Clinical Practice Guidelines Detection and Adherence in Multi-turn Conversations"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "A Decade-Scale Benchmark Evaluating LLMs' Clinical Practice Guidelines Detection and Adherence in Multi-turn Conversations",
  "normalized_query": "2603.25196",
  "route": "/signal-canvas/a-decade-scale-benchmark-evaluating-llms-clinical-practice-guidelines-detection-and-adherence-in-multi-turn-conversation",
  "paper_ref": "a-decade-scale-benchmark-evaluating-llms-clinical-practice-guidelines-detection-and-adherence-in-multi-turn-conversation",
  "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: A Decade-Scale Benchmark Evaluating LLMs' Clinical Practice Guidelines Detection and Adherence in Multi-turn Conversations

PDF: https://arxiv.org/pdf/2603.25196v1

Source count: Pending verification

Coverage: 17%

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

Signal Canvas receipt window

Watch and verify: A Decade-Scale Benchmark Evaluating LLMs' Clinical Practice Guidelines Detection and Adherence in Multi-turn Conversations

/buildability/a-decade-scale-benchmark-evaluating-llms-clinical-practice-guidelines-detection-and-adherence-in-multi-turn-conversation

Watchwatch

Subject: A Decade-Scale Benchmark Evaluating LLMs' Clinical Practice Guidelines Detection and Adherence in Multi-turn Conversations

Verdict

A Decade-Scale Benchmark Evaluating LLMs' Clinical Practice Guidelines Detection and Adherence in Multi-turn Conversations

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface