Overconfidence and Calibration in Medical VQA: Empirical Findings and Hallucination-Aware Mitigation explores This research develops a hallucination-aware calibration method to improve the reliability and trustworthiness of vision-language models in medical question answering.. Commercial viability score: 7/10 in Medical AI.
Use This Via API or MCP
This route is the stable paper-level surface for citations, viability, references, and downstream handoffs. Use it as the proof layer behind Signal Canvas, workspace creation, and launch-pack generation.
Page Freshness
Canonical route: /paper/overconfidence-and-calibration-in-medical-vqa-empirical-findings-and-hallucination-aware-mitigation
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 overconfidence-and-calibration-in-medical-vqa-empirical-findings-and-hallucination-aware-mitigation | Route /paper/overconfidence-and-calibration-in-medical-vqa-empirical-findings-and-hallucination-aware-mitigation
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/overconfidence-and-calibration-in-medical-vqa-empirical-findings-and-hallucination-aware-mitigationMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.02543"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "Overconfidence and Calibration in Medical VQA: Empirical Findings and Hallucination-Aware Mitigation",
"normalized_query": "2604.02543",
"route": "/paper/overconfidence-and-calibration-in-medical-vqa-empirical-findings-and-hallucination-aware-mitigation",
"paper_ref": "overconfidence-and-calibration-in-medical-vqa-empirical-findings-and-hallucination-aware-mitigation",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/overconfidence-and-calibration-in-medical-vqa-empirical-findings-and-hallucination-aware-mitigation
Subject: Overconfidence and Calibration in Medical VQA: Empirical Findings and Hallucination-Aware Mitigation
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.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Constellation, claims, and market context stay visible on the paper proof page even when commercialization rails are held back for incomplete proof receipts.
Research neighborhood
Interactive graph renders after load.
Preparing verified analysis
Dimensions overall score 7.0
No public claim map is available for this paper yet.
No public competitor map is available for this paper yet.
Owned Distribution
Get the weekly shortlist of commercializable papers, benchmark movers, and proof receipts that matter for product execution.
References are not available from the internal index yet.
Receipt path
/buildability/overconfidence-and-calibration-in-medical-vqa-empirical-findings-and-hallucination-aware-mitigation
Paper ref
overconfidence-and-calibration-in-medical-vqa-empirical-findings-and-hallucination-aware-mitigation
arXiv id
2604.02543
Generated at
2026-04-06T20:16:10.654Z
Evidence freshness
fresh
Last verification
2026-04-06T20:16:10.654Z
Sources
0
References
0
Coverage
0%
Lineage hash
80526d57954d2eee9571774d07ec127c680bf6eff9bfc7e674ebb1ad1ecc801b
Canonical opportunity-kernel lineage hash.
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.
Verification pending / evidence receipt incomplete
paper_evidence_receipts.references_count
paper_evidence_receipts.coverage