The Validity Gap in Health AI Evaluation: A Cross-Sectional Analysis of Benchmark Composition

The Validity Gap in Health AI Evaluation: A Cross-Sectional Analysis of Benchmark Composition | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/the-validity-gap-in-health-ai-evaluation-a-cross-sectional-analysis-of-benchmark-composition

stale

Proof freshness: stale
Proof status: unverified
Display score: 4/10
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 the-validity-gap-in-health-ai-evaluation-a-cross-sectional-analysis-of-benchmark-composition | Route /signal-canvas/the-validity-gap-in-health-ai-evaluation-a-cross-sectional-analysis-of-benchmark-composition

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MCP example

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source_context

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Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: The Validity Gap in Health AI Evaluation: A Cross-Sectional Analysis of Benchmark Composition

PDF: https://arxiv.org/pdf/2603.18294v1

Source count: Pending verification

Coverage: 17%

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

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Not build-ready: The Validity Gap in Health AI Evaluation: A Cross-Sectional Analysis of Benchmark Composition

/buildability/the-validity-gap-in-health-ai-evaluation-a-cross-sectional-analysis-of-benchmark-composition

Ignoreblocked

Subject: The Validity Gap in Health AI Evaluation: A Cross-Sectional Analysis of Benchmark Composition

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

The Validity Gap in Health AI Evaluation: A Cross-Sectional Analysis of Benchmark Composition

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