From Answers to Arguments: Toward Trustworthy Clinical Diagnostic Reasoning with Toulmin-Guided Curriculum Goal-Conditioned Learning

From Answers to Arguments: Toward Trustworthy Clinical Diagnostic Reasoning with Toulmin-Guided Curriculum Goal-Conditioned Learning | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/from-answers-to-arguments-toward-trustworthy-clinical-diagnostic-reasoning-with-toulmin-guided-curriculum-goal-condition

stale

Proof freshness: stale
Proof status: unverified
Display score: 3/10
Last proof check: 2026-04-14
Score updated: 2026-04-14
Score fresh until: 2026-05-14
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 from-answers-to-arguments-toward-trustworthy-clinical-diagnostic-reasoning-with-toulmin-guided-curriculum-goal-condition | Route /signal-canvas/from-answers-to-arguments-toward-trustworthy-clinical-diagnostic-reasoning-with-toulmin-guided-curriculum-goal-condition

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/from-answers-to-arguments-toward-trustworthy-clinical-diagnostic-reasoning-with-toulmin-guided-curriculum-goal-condition

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "from-answers-to-arguments-toward-trustworthy-clinical-diagnostic-reasoning-with-toulmin-guided-curriculum-goal-condition",
    "query_text": "Summarize From Answers to Arguments: Toward Trustworthy Clinical Diagnostic Reasoning with Toulmin-Guided Curriculum Goal-Conditioned Learning"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "From Answers to Arguments: Toward Trustworthy Clinical Diagnostic Reasoning with Toulmin-Guided Curriculum Goal-Conditioned Learning",
  "normalized_query": "2604.11137",
  "route": "/signal-canvas/from-answers-to-arguments-toward-trustworthy-clinical-diagnostic-reasoning-with-toulmin-guided-curriculum-goal-condition",
  "paper_ref": "from-answers-to-arguments-toward-trustworthy-clinical-diagnostic-reasoning-with-toulmin-guided-curriculum-goal-condition",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: From Answers to Arguments: Toward Trustworthy Clinical Diagnostic Reasoning with Toulmin-Guided Curriculum Goal-Conditioned Learning

PDF: https://arxiv.org/pdf/2604.11137v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-14T16:51:37.570Z

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Not build-ready: From Answers to Arguments: Toward Trustworthy Clinical Diagnostic Reasoning with Toulmin-Guided Curriculum Goal-Conditioned Learning

/buildability/from-answers-to-arguments-toward-trustworthy-clinical-diagnostic-reasoning-with-toulmin-guided-curriculum-goal-condition

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Subject: From Answers to Arguments: Toward Trustworthy Clinical Diagnostic Reasoning with Toulmin-Guided Curriculum Goal-Conditioned Learning

Verdict

From Answers to Arguments: Toward Trustworthy Clinical Diagnostic Reasoning with Toulmin-Guided Curriculum Goal-Conditioned Learning

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