Analogical Reasoning as a Doctor: A Foundation Model for Gastrointestinal Endoscopy Diagnosis
Compared to this week’s papers
Verification pending
Use This Via API or MCP
Use Signal Canvas as the narrative proof surface
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Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/analogical-reasoning-as-a-doctor-a-foundation-model-for-gastrointestinal-endoscopy-diagnosis
- Proof freshness
- fresh
- Proof status
- unverified
- Display score
- 7/10
- Last proof check
- 2026-04-08
- Score updated
- 2026-04-08
- Score fresh until
- 2026-05-08
- References
- 0
- Source count
- 0
- Coverage
- 0%
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
Analogical Reasoning as a Doctor: A Foundation Model for Gastrointestinal Endoscopy Diagnosis
Canonical ID analogical-reasoning-as-a-doctor-a-foundation-model-for-gastrointestinal-endoscopy-diagnosis | Route /signal-canvas/analogical-reasoning-as-a-doctor-a-foundation-model-for-gastrointestinal-endoscopy-diagnosis
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/analogical-reasoning-as-a-doctor-a-foundation-model-for-gastrointestinal-endoscopy-diagnosisMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "analogical-reasoning-as-a-doctor-a-foundation-model-for-gastrointestinal-endoscopy-diagnosis",
"query_text": "Summarize Analogical Reasoning as a Doctor: A Foundation Model for Gastrointestinal Endoscopy Diagnosis"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "Analogical Reasoning as a Doctor: A Foundation Model for Gastrointestinal Endoscopy Diagnosis",
"normalized_query": "2604.05649",
"route": "/signal-canvas/analogical-reasoning-as-a-doctor-a-foundation-model-for-gastrointestinal-endoscopy-diagnosis",
"paper_ref": "analogical-reasoning-as-a-doctor-a-foundation-model-for-gastrointestinal-endoscopy-diagnosis",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Evidence Receipt
Route status: buildingClaims: 0
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: Analogical Reasoning as a Doctor: A Foundation Model for Gastrointestinal Endoscopy Diagnosis
PDF: https://arxiv.org/pdf/2604.05649v1
Source count: Pending verification
Coverage: 0%
Last proof check: 2026-04-08T03:21:54.703Z
Signal Canvas receipt window
Watch and verify: Analogical Reasoning as a Doctor: A Foundation Model for Gastrointestinal Endoscopy Diagnosis
/buildability/analogical-reasoning-as-a-doctor-a-foundation-model-for-gastrointestinal-endoscopy-diagnosis
Subject: Analogical Reasoning as a Doctor: A Foundation Model for Gastrointestinal Endoscopy Diagnosis
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
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/analogical-reasoning-as-a-doctor-a-foundation-model-for-gastrointestinal-endoscopy-diagnosis
Paper ref
analogical-reasoning-as-a-doctor-a-foundation-model-for-gastrointestinal-endoscopy-diagnosis
arXiv id
2604.05649
Freshness
Generated at
2026-04-08T03:21:54.703Z
Evidence freshness
fresh
Last verification
2026-04-08T03:21:54.703Z
Sources
0
References
0
Coverage
0%
Hash state
Lineage hash
360ecfe51a36195ce8075e6408934c227b990534b25424c3a49a2dc5fc81116a
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: paper_evidence_receipts.references_count
- Missing: paper_evidence_receipts.coverage
- Unknown: Canonical evidence receipt has not been materialized yet.
Verification pending / evidence receipt incomplete
paper_evidence_receipts.references_count
paper_evidence_receipts.coverage
Paper Conversation
Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.
Analogical Reasoning as a Doctor: A Foundation Model for Gastrointestinal Endoscopy Diagnosis
Canonical Paper Receipt
Last verification: 2026-04-08T03:21:54.703ZFreshness: fresh
Proof: unverified
Repo: missing
References: 0
Sources: 0
Coverage: 0%
- - paper_evidence_receipts.references_count
- - paper_evidence_receipts.coverage
- - Canonical evidence receipt has not been materialized yet.
Preparing verified analysis
Dimensions overall score 7.0
GitHub Code Pulse
No public code linked for this paper yet.
Claim map
No public claim map is available for this paper yet.
Startup potential card
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