Reliability Auditing for Downstream LLM tasks in Psychiatry: LLM-Generated Hospitalization Risk Scores
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Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/reliability-auditing-for-downstream-llm-tasks-in-psychiatry-llm-generated-hospitalization-risk-scores
- Proof freshness
- fresh
- Proof status
- unverified
- Display score
- 4/10
- Last proof check
- 2026-04-27
- Score updated
- 2026-04-27
- Score fresh until
- 2026-05-27
- References
- 0
- Source count
- 3
- Coverage
- 50%
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Reliability Auditing for Downstream LLM tasks in Psychiatry: LLM-Generated Hospitalization Risk Scores
Canonical ID reliability-auditing-for-downstream-llm-tasks-in-psychiatry-llm-generated-hospitalization-risk-scores | Route /signal-canvas/reliability-auditing-for-downstream-llm-tasks-in-psychiatry-llm-generated-hospitalization-risk-scores
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/reliability-auditing-for-downstream-llm-tasks-in-psychiatry-llm-generated-hospitalization-risk-scoresMCP example
{
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}Evidence Receipt
Route status: buildingClaims: 0
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: Reliability Auditing for Downstream LLM tasks in Psychiatry: LLM-Generated Hospitalization Risk Scores
PDF: https://arxiv.org/pdf/2604.22063v1
Source count: 3
Coverage: 50%
Last proof check: 2026-04-27T20:17:39.867Z
Signal Canvas receipt window
Not build-ready: Reliability Auditing for Downstream LLM tasks in Psychiatry: LLM-Generated Hospitalization Risk Scores
/buildability/reliability-auditing-for-downstream-llm-tasks-in-psychiatry-llm-generated-hospitalization-risk-scores
Subject: Reliability Auditing for Downstream LLM tasks in Psychiatry: LLM-Generated Hospitalization Risk Scores
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
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/reliability-auditing-for-downstream-llm-tasks-in-psychiatry-llm-generated-hospitalization-risk-scores
Paper ref
reliability-auditing-for-downstream-llm-tasks-in-psychiatry-llm-generated-hospitalization-risk-scores
arXiv id
2604.22063
Freshness
Generated at
2026-04-27T20:17:39.867Z
Evidence freshness
fresh
Last verification
2026-04-27T20:17:39.867Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
e09b0b2d3a4688025b7ee4d3d31f510b3d560497e1b235e7ac11a4b3d5f7e157
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: repo_url
- Missing: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Pending verification refs / 3 sources / Verification pending
repo_url
references
Paper Conversation
Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.
Reliability Auditing for Downstream LLM tasks in Psychiatry: LLM-Generated Hospitalization Risk Scores
Canonical Paper Receipt
Last verification: 2026-04-27T20:17:39.867ZFreshness: fresh
Proof: unverified
Repo: missing
References: 0
Sources: 3
Coverage: 50%
- - repo_url
- - references
- - proof_status
- - proof verification has not been recorded yet
Preparing verified analysis
Dimensions overall score 4.0
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
Related Resources
Related resources will appear here when this paper maps cleanly to topic, benchmark, or dataset surfaces.
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