AOP-Smart: A RAG-Enhanced Large Language Model Framework for Adverse Outcome Pathway Analysis
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Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/aop-smart-a-rag-enhanced-large-language-model-framework-for-adverse-outcome-pathway-analysis
- Proof freshness
- stale
- Proof status
- unverified
- Display score
- 3/10
- Last proof check
- 2026-04-14
- Score updated
- 2026-04-14
- Score fresh until
- 2026-05-14
- 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
AOP-Smart: A RAG-Enhanced Large Language Model Framework for Adverse Outcome Pathway Analysis
Canonical ID aop-smart-a-rag-enhanced-large-language-model-framework-for-adverse-outcome-pathway-analysis | Route /signal-canvas/aop-smart-a-rag-enhanced-large-language-model-framework-for-adverse-outcome-pathway-analysis
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/aop-smart-a-rag-enhanced-large-language-model-framework-for-adverse-outcome-pathway-analysisMCP example
{
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"query_text": "Summarize AOP-Smart: A RAG-Enhanced Large Language Model Framework for Adverse Outcome Pathway Analysis"
}
}source_context
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"topic_slug": null,
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}Evidence Receipt
Route status: buildingClaims: 0
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: AOP-Smart: A RAG-Enhanced Large Language Model Framework for Adverse Outcome Pathway Analysis
PDF: https://arxiv.org/pdf/2604.10874v1
Source count: 3
Coverage: 50%
Last proof check: 2026-04-14T16:50:46.296Z
Signal Canvas receipt window
Not build-ready: AOP-Smart: A RAG-Enhanced Large Language Model Framework for Adverse Outcome Pathway Analysis
/buildability/aop-smart-a-rag-enhanced-large-language-model-framework-for-adverse-outcome-pathway-analysis
Subject: AOP-Smart: A RAG-Enhanced Large Language Model Framework for Adverse Outcome Pathway Analysis
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
Time to first demo
Insufficient data
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Compute envelope
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Evidence ids
Receipt path
/buildability/aop-smart-a-rag-enhanced-large-language-model-framework-for-adverse-outcome-pathway-analysis
Paper ref
aop-smart-a-rag-enhanced-large-language-model-framework-for-adverse-outcome-pathway-analysis
arXiv id
2604.10874
Freshness
Generated at
2026-04-14T16:50:46.296Z
Evidence freshness
stale
Last verification
2026-04-14T16:50:46.296Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
5815bac4b125b7d8f4003b97a451c3f6868a72862605078b1d2661ea8771c48d
Canonical opportunity-kernel lineage hash.
Signature state
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Blockers
- Missing: repo_url
- Missing: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Pending verification refs / 3 sources / Verification pending
repo_url
references
Paper Conversation
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AOP-Smart: A RAG-Enhanced Large Language Model Framework for Adverse Outcome Pathway Analysis
Canonical Paper Receipt
Last verification: 2026-04-14T16:50:46.296ZFreshness: stale
Proof: unverified
Repo: missing
References: 0
Sources: 3
Coverage: 50%
- - repo_url
- - references
- - proof_status
- - proof verification has not been recorded yet
Preparing verified analysis
Dimensions overall score 3.0
GitHub Code Pulse
No public code linked for this paper yet.
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