Pith Number

pith:CXCY7WHF

pith:2024:CXCY7WHFPIS7QQEVT7ZI3L2X2P

not attested not anchored not stored refs pending

Large Language Models in the Clinic: A Comprehensive Benchmark

Anshul Thakur, Bing Yin, Chen Luo, David A. Clifton, Fenglin Liu, Haoming Jiang, Hongjian Zhou, Jingfeng Yang, Lei Clifton, Ming Zeng, Omid Rohanian, Priyanka Nigam, Qingyu Yin, Sreyashi Nag, Xianfeng Tang, Xuan Zhou, Yifan Gao, Yining Hua, Zheng Li

arxiv:2405.00716 v4 · 2024-04-25 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CXCY7WHFPIS7QQEVT7ZI3L2X2P}

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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

Possible or Definite? A Benchmark for Evaluating Diagnostic Uncertainty Preservation in Clinical Text

When Medical Safety Alignment Fails: A Benchmark for Evaluating LLMs on High-Risk Medical Queries

EHRBench: An Automated and Reliable EHR-based Benchmark for Clinical Decision Making with LLMs

Towards the Next Frontier of LLMs, Training on Private Data: A Cross-Domain Benchmark for Federated Fine-Tuning

Receipt and verification

First computed	2026-07-05T09:21:04.097705Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

15c58fd8e57a25f840959ff28daf57d3d428d903b680495d195e9d973cf23a4e

Aliases

arxiv: 2405.00716 · arxiv_version: 2405.00716v4 · doi: 10.48550/arxiv.2405.00716 · pith_short_12: CXCY7WHFPIS7 · pith_short_16: CXCY7WHFPIS7QQEV · pith_short_8: CXCY7WHF

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/CXCY7WHFPIS7QQEVT7ZI3L2X2P \
  | 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: 15c58fd8e57a25f840959ff28daf57d3d428d903b680495d195e9d973cf23a4e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "755c7a5f51f93e01167ee4882eabd56ed92555d4920bd305959fbc8984bf3f07",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-25T15:51:06Z",
    "title_canon_sha256": "7fcaa275ebbb8fd47406a41393308de969763ac109c97f44882b257f308abbee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.00716",
    "kind": "arxiv",
    "version": 4
  }
}