MedDialBench: Benchmarking LLM Diagnostic Robustness under Parametric Adversarial Patient Behaviors

MedDialBench: Benchmarking LLM Diagnostic Robustness under Parametric Adversarial Patient Behaviors | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/meddialbench-benchmarking-llm-diagnostic-robustness-under-parametric-adversarial-patient-behaviors

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-10
Score updated: 2026-04-09
Score fresh until: 2026-05-09
References: 5
Source count: 3
Coverage: 67%

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 meddialbench-benchmarking-llm-diagnostic-robustness-under-parametric-adversarial-patient-behaviors | Route /signal-canvas/meddialbench-benchmarking-llm-diagnostic-robustness-under-parametric-adversarial-patient-behaviors

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/meddialbench-benchmarking-llm-diagnostic-robustness-under-parametric-adversarial-patient-behaviors

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "meddialbench-benchmarking-llm-diagnostic-robustness-under-parametric-adversarial-patient-behaviors",
    "query_text": "Summarize MedDialBench: Benchmarking LLM Diagnostic Robustness under Parametric Adversarial Patient Behaviors"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "MedDialBench: Benchmarking LLM Diagnostic Robustness under Parametric Adversarial Patient Behaviors",
  "normalized_query": "2604.06846",
  "route": "/signal-canvas/meddialbench-benchmarking-llm-diagnostic-robustness-under-parametric-adversarial-patient-behaviors",
  "paper_ref": "meddialbench-benchmarking-llm-diagnostic-robustness-under-parametric-adversarial-patient-behaviors",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: 5

Proof: Verification pending

Freshness state: computing

Source paper: MedDialBench: Benchmarking LLM Diagnostic Robustness under Parametric Adversarial Patient Behaviors

PDF: https://arxiv.org/pdf/2604.06846v1

Source count: 3

Coverage: 67%

Last proof check: 2026-04-10T00:14:41.005Z

Signal Canvas receipt window

Watch and verify: MedDialBench: Benchmarking LLM Diagnostic Robustness under Parametric Adversarial Patient Behaviors

/buildability/meddialbench-benchmarking-llm-diagnostic-robustness-under-parametric-adversarial-patient-behaviors

Watchwatch

Subject: MedDialBench: Benchmarking LLM Diagnostic Robustness under Parametric Adversarial Patient Behaviors

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

MedDialBench: Benchmarking LLM Diagnostic Robustness under Parametric Adversarial Patient Behaviors

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