Generative Experiences for Digital Mental Health Interventions: Evidence from a Randomized Study explores A system that generates personalized mental health intervention experiences at runtime, reducing stress and improving user experience.. Commercial viability score: 5/10 in Generative AI for Mental Health.
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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/generative-experiences-for-digital-mental-health-interventions-evidence-from-a-randomized-study
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 generative-experiences-for-digital-mental-health-interventions-evidence-from-a-randomized-study | Route /paper/generative-experiences-for-digital-mental-health-interventions-evidence-from-a-randomized-study
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/generative-experiences-for-digital-mental-health-interventions-evidence-from-a-randomized-studyMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.07558"
}
}source_context
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"mode": "paper",
"query": "Generative Experiences for Digital Mental Health Interventions: Evidence from a Randomized Study",
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"topic_slug": null,
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}Paper proof page receipt window
/buildability/generative-experiences-for-digital-mental-health-interventions-evidence-from-a-randomized-study
Subject: Generative Experiences for Digital Mental Health Interventions: Evidence from a Randomized Study
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.
Preparing verified analysis
Dimensions overall score 5.0
No public claim map is available for this paper yet.
Visual citation anchors from the paper document graph.
This equation captures one of the core mathematical components of the system. Perceived reflection of user input* 3.70 ± 0.9 3.43 ± 1.0 .04 Intent to reuse activity* 3.26 ± 1.0 2.90 ± 1.2 .
Page and bbox are available; crop image is pending.
Owned Distribution
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References are not available from the internal index yet.
Receipt path
/buildability/generative-experiences-for-digital-mental-health-interventions-evidence-from-a-randomized-study
Paper ref
generative-experiences-for-digital-mental-health-interventions-evidence-from-a-randomized-study
arXiv id
2604.07558
Generated at
2026-04-10T20:33:30.584Z
Evidence freshness
stale
Last verification
2026-04-10T20:33:30.584Z
Sources
3
References
0
Coverage
50%
Lineage hash
e0d1c09a2257fc38ae281971287b5d42e9760de20ead512154db67333ea10515
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.
Pending verification refs / 3 sources / Verification pending
repo_url
references
This equation captures one of the core mathematical components of the system. Activity length appropriateness 3.43 ± 1.0 3.49 ± 1.1 .65 - Activity enjoyment* 3.44 ± 1.0 3.16 ± 1.0 .04 *
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. Intent to recommend activity 3.22 ± 1.0 3.00 ± 1.2 .09 Activity length appropriateness 3.43 ± 1.0 3.49 ±
Page and bbox are available; crop image is pending.
No public competitor map is available for this paper yet.
Research neighborhood
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