Toward Personalized Digital Twins for Cognitive Decline Assessment: A Multimodal, Uncertainty-Aware Framework

Toward Personalized Digital Twins for Cognitive Decline Assessment: A Multimodal, Uncertainty-Aware Framework | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/toward-personalized-digital-twins-for-cognitive-decline-assessment-a-multimodal-uncertainty-aware-framework

stale

Proof freshness: stale
Proof status: unverified
Display score: 4/10
Last proof check: 2026-05-01
Score updated: 2026-05-01
Score fresh until: 2026-05-31
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 toward-personalized-digital-twins-for-cognitive-decline-assessment-a-multimodal-uncertainty-aware-framework | Route /signal-canvas/toward-personalized-digital-twins-for-cognitive-decline-assessment-a-multimodal-uncertainty-aware-framework

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/toward-personalized-digital-twins-for-cognitive-decline-assessment-a-multimodal-uncertainty-aware-framework

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "toward-personalized-digital-twins-for-cognitive-decline-assessment-a-multimodal-uncertainty-aware-framework",
    "query_text": "Summarize Toward Personalized Digital Twins for Cognitive Decline Assessment: A Multimodal, Uncertainty-Aware Framework"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Toward Personalized Digital Twins for Cognitive Decline Assessment: A Multimodal, Uncertainty-Aware Framework",
  "normalized_query": "2604.27217",
  "route": "/signal-canvas/toward-personalized-digital-twins-for-cognitive-decline-assessment-a-multimodal-uncertainty-aware-framework",
  "paper_ref": "toward-personalized-digital-twins-for-cognitive-decline-assessment-a-multimodal-uncertainty-aware-framework",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Toward Personalized Digital Twins for Cognitive Decline Assessment: A Multimodal, Uncertainty-Aware Framework

PDF: https://arxiv.org/pdf/2604.27217v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-01T20:33:23.182Z

Signal Canvas receipt window

Not build-ready: Toward Personalized Digital Twins for Cognitive Decline Assessment: A Multimodal, Uncertainty-Aware Framework

/buildability/toward-personalized-digital-twins-for-cognitive-decline-assessment-a-multimodal-uncertainty-aware-framework

Ignoreblocked

Subject: Toward Personalized Digital Twins for Cognitive Decline Assessment: A Multimodal, Uncertainty-Aware Framework

Verdict

Ignore

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

Toward Personalized Digital Twins for Cognitive Decline Assessment: A Multimodal, Uncertainty-Aware Framework

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface