Same Patient, Different Words, Different Diagnosis? Evaluating Semantic Stability in Clinical LLMs

Same Patient, Different Words, Different Diagnosis? Evaluating Semantic Stability in Clinical LLMs | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/same-patient-different-words-different-diagnosis-evaluating-semantic-stability-in-clinical-llms

stale

Proof freshness: stale
Proof status: unverified
Display score: 4/10
Last proof check: 2026-06-01
Score updated: 2026-06-01
Score fresh until: 2026-07-01
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 same-patient-different-words-different-diagnosis-evaluating-semantic-stability-in-clinical-llms | Route /signal-canvas/same-patient-different-words-different-diagnosis-evaluating-semantic-stability-in-clinical-llms

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/same-patient-different-words-different-diagnosis-evaluating-semantic-stability-in-clinical-llms

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "same-patient-different-words-different-diagnosis-evaluating-semantic-stability-in-clinical-llms",
    "query_text": "Summarize Same Patient, Different Words, Different Diagnosis? Evaluating Semantic Stability in Clinical LLMs"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Same Patient, Different Words, Different Diagnosis? Evaluating Semantic Stability in Clinical LLMs",
  "normalized_query": "2605.30646",
  "route": "/signal-canvas/same-patient-different-words-different-diagnosis-evaluating-semantic-stability-in-clinical-llms",
  "paper_ref": "same-patient-different-words-different-diagnosis-evaluating-semantic-stability-in-clinical-llms",
  "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: Same Patient, Different Words, Different Diagnosis? Evaluating Semantic Stability in Clinical LLMs

PDF: https://arxiv.org/pdf/2605.30646v1

Source count: 3

Coverage: 50%

Last proof check: 2026-06-01T20:29:35.801Z

Signal Canvas receipt window

Not build-ready: Same Patient, Different Words, Different Diagnosis? Evaluating Semantic Stability in Clinical LLMs

/buildability/same-patient-different-words-different-diagnosis-evaluating-semantic-stability-in-clinical-llms

Ignoreblocked

Subject: Same Patient, Different Words, Different Diagnosis? Evaluating Semantic Stability in Clinical LLMs

Verdict

Ignore

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

Same Patient, Different Words, Different Diagnosis? Evaluating Semantic Stability in Clinical LLMs

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