Lightweight Retrieval-Augmented Generation and Large Language Model-Based Modeling for Scalable Patient-Trial Matching

Lightweight Retrieval-Augmented Generation and Large Language Model-Based Modeling for Scalable Patient-Trial Matching | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/lightweight-retrieval-augmented-generation-and-large-language-model-based-modeling-for-scalable-patient-trial-matching

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-27
Score updated: 2026-04-27
Score fresh until: 2026-05-27
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 lightweight-retrieval-augmented-generation-and-large-language-model-based-modeling-for-scalable-patient-trial-matching | Route /signal-canvas/lightweight-retrieval-augmented-generation-and-large-language-model-based-modeling-for-scalable-patient-trial-matching

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/lightweight-retrieval-augmented-generation-and-large-language-model-based-modeling-for-scalable-patient-trial-matching

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "lightweight-retrieval-augmented-generation-and-large-language-model-based-modeling-for-scalable-patient-trial-matching",
    "query_text": "Summarize Lightweight Retrieval-Augmented Generation and Large Language Model-Based Modeling for Scalable Patient-Trial Matching"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Lightweight Retrieval-Augmented Generation and Large Language Model-Based Modeling for Scalable Patient-Trial Matching",
  "normalized_query": "2604.22061",
  "route": "/signal-canvas/lightweight-retrieval-augmented-generation-and-large-language-model-based-modeling-for-scalable-patient-trial-matching",
  "paper_ref": "lightweight-retrieval-augmented-generation-and-large-language-model-based-modeling-for-scalable-patient-trial-matching",
  "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: Lightweight Retrieval-Augmented Generation and Large Language Model-Based Modeling for Scalable Patient-Trial Matching

PDF: https://arxiv.org/pdf/2604.22061v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-27T20:16:19.045Z

Signal Canvas receipt window

Watch and verify: Lightweight Retrieval-Augmented Generation and Large Language Model-Based Modeling for Scalable Patient-Trial Matching

/buildability/lightweight-retrieval-augmented-generation-and-large-language-model-based-modeling-for-scalable-patient-trial-matching

Watchwatch

Subject: Lightweight Retrieval-Augmented Generation and Large Language Model-Based Modeling for Scalable Patient-Trial Matching

Verdict

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Lightweight Retrieval-Augmented Generation and Large Language Model-Based Modeling for Scalable Patient-Trial Matching

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