RxEval: A Prescription-Level Benchmark for Evaluating LLM Medication Recommendation

RxEval: A Prescription-Level Benchmark for Evaluating LLM Medication Recommendation | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/rxeval-a-prescription-level-benchmark-for-evaluating-llm-medication-recommendation

stale

Proof freshness: fresh
Proof status: unverified
Display score: 4/10
Last proof check: 2026-05-15
Score updated: 2026-05-15
Score fresh until: 2026-06-14
References: 0
Source count: 0
Coverage: 0%

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 rxeval-a-prescription-level-benchmark-for-evaluating-llm-medication-recommendation | Route /signal-canvas/rxeval-a-prescription-level-benchmark-for-evaluating-llm-medication-recommendation

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/rxeval-a-prescription-level-benchmark-for-evaluating-llm-medication-recommendation

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "rxeval-a-prescription-level-benchmark-for-evaluating-llm-medication-recommendation",
    "query_text": "Summarize RxEval: A Prescription-Level Benchmark for Evaluating LLM Medication Recommendation"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "RxEval: A Prescription-Level Benchmark for Evaluating LLM Medication Recommendation",
  "normalized_query": "2605.14543",
  "route": "/signal-canvas/rxeval-a-prescription-level-benchmark-for-evaluating-llm-medication-recommendation",
  "paper_ref": "rxeval-a-prescription-level-benchmark-for-evaluating-llm-medication-recommendation",
  "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: RxEval: A Prescription-Level Benchmark for Evaluating LLM Medication Recommendation

PDF: https://arxiv.org/pdf/2605.14543v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-05-15T20:13:59.750Z

Signal Canvas receipt window

Not build-ready: RxEval: A Prescription-Level Benchmark for Evaluating LLM Medication Recommendation

/buildability/rxeval-a-prescription-level-benchmark-for-evaluating-llm-medication-recommendation

Ignoreblocked

Subject: RxEval: A Prescription-Level Benchmark for Evaluating LLM Medication Recommendation

Verdict

Ignore

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

RxEval: A Prescription-Level Benchmark for Evaluating LLM Medication Recommendation

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