Pith Number

pith:AMHKRN5U

pith:2025:AMHKRN5UDRXFCLB62PRWWKQO3J

not attested not anchored not stored refs pending

A Novel Evaluation Benchmark for Medical LLMs: Illuminating Safety and Effectiveness in Clinical Domains

Chunbo Wang, Dongqiang Ye, Haitao Shen, Hongyang Ma, Hua Gao, Huaxia Yang, Huimin Zhang, Jianxiong Wu, Kehang Mao, Lijuan Niu, Lina Zhou, Lingmin Meng, Lingyun Ma, Long Chen, Mengran Lang, Mingyu Chen, Naixin Liang, Peng Yu, Qianling Ye, Qiguang Zhao, Qiuhong Gong, Rui Lin, Shirui Wang, Si-Xuan Liu, Tiantian Gu, Wenjie Shen, Wubin Sun, Yajie Ji, Yinan Jiang, Yongxin Wang, Youtao Yu, Yue Liu, Yunhui Tan, Yunlu Gao, Zeliang Lian, Zhicheng Huang, Zhihao Wang, Zhihui Tang

arxiv:2507.23486 v3 · 2025-07-31 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AMHKRN5UDRXFCLB62PRWWKQO3J}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

4 papers in Pith

Deployment-Centered Evaluation: Predicting Query-Level Rejection Risk in a Clinical LLM System

MedVIGIL: Evaluating Trustworthy Medical VLMs Under Broken Visual Evidence

IatroBench: Pre-Registered Evidence of Iatrogenic Harm from AI Safety Measures

Receipt and verification

First computed	2026-07-05T11:53:06.420536Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

030ea8b7b41c6e512c3ed3e36b2a0eda7db2c21c32187f5568715deb834e5bea

Aliases

arxiv: 2507.23486 · arxiv_version: 2507.23486v3 · doi: 10.48550/arxiv.2507.23486 · pith_short_12: AMHKRN5UDRXF · pith_short_16: AMHKRN5UDRXFCLB6 · pith_short_8: AMHKRN5U

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/AMHKRN5UDRXFCLB62PRWWKQO3J \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 030ea8b7b41c6e512c3ed3e36b2a0eda7db2c21c32187f5568715deb834e5bea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7bf7a4b1340e122314cee77a68ce5dd56c16ba395f543f089a5a68b9ad1762ec",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-31T12:10:00Z",
    "title_canon_sha256": "2c66fc8a0b74fff73a8c298bfd088891afe728c354701b9d4296a711086e35ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.23486",
    "kind": "arxiv",
    "version": 3
  }
}