Pith Number

pith:IDK7UZPI

pith:2024:IDK7UZPI3XEEKXM5P4NHCPNGL5

not attested not anchored not stored refs pending

Towards Automatic Evaluation for LLMs' Clinical Capabilities: Metric, Data, and Algorithm

Chenfei Chi, Fangzhou Li, Jinjie Gu, Lei Liu, Liya Ma, Shiwei Lyu Ming Zhang, Wei Xue, Xiangguo Lyu, Xiaowei Ma, Xiaoyan Yang, Yiran Huang, Yue Shen, Zhiqiang Zhang

arxiv:2403.16446 v1 · 2024-03-25 · 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{IDK7UZPI3XEEKXM5P4NHCPNGL5}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T08:00:16.118725Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40d5fa65e8ddc8455d9d7f1a713da65f5ce0b97a50b96d0a435b16f6f6b0c1b9

Aliases

arxiv: 2403.16446 · arxiv_version: 2403.16446v1 · doi: 10.48550/arxiv.2403.16446 · pith_short_12: IDK7UZPI3XEE · pith_short_16: IDK7UZPI3XEEKXM5 · pith_short_8: IDK7UZPI

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/IDK7UZPI3XEEKXM5P4NHCPNGL5 \
  | 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: 40d5fa65e8ddc8455d9d7f1a713da65f5ce0b97a50b96d0a435b16f6f6b0c1b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e273c9f0a3068af7d60fbc48d00e8bb473038bfadee061c74af1fa7aea6529f1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-25T06:17:54Z",
    "title_canon_sha256": "e9a9f4c23133cf8e75ffb9e2b387ef2556330526cc743901a6e437e4f2d80180"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.16446",
    "kind": "arxiv",
    "version": 1
  }
}