pith. sign in
Pith Number

pith:ZDWTQRPH

pith:2026:ZDWTQRPHIPR25LZ7YIYARKZE6T
not attested not anchored not stored refs pending

Skill-Augmented AI Agents for Medical Research Analysis: An Exploratory Multi-Model Human Evaluation in an NSCLC Transcriptomic Biomarker Task

Bocheng Huang, Bo Li, Fei Sun, Huhai Hong, Huimei Wang, Jiarui Jiang, Liping Su, Qianyu Yao, Ruoqiong Wu, Shu Quan, Wei Chen, Wenjie Xu, Yifei Chen

arxiv:2606.11830 v1 · 2026-06-10 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZDWTQRPHIPR25LZ7YIYARKZE6T}

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.
Receipt and verification
First computed 2026-06-11T01:10:10.587052Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c8ed3845e743e3aeaf3fc23008ab24f4df8cf02f11f04b4c3433f3de01147f27

Aliases

arxiv: 2606.11830 · arxiv_version: 2606.11830v1 · doi: 10.48550/arxiv.2606.11830 · pith_short_12: ZDWTQRPHIPR2 · pith_short_16: ZDWTQRPHIPR25LZ7 · pith_short_8: ZDWTQRPH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZDWTQRPHIPR25LZ7YIYARKZE6T \
  | 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: c8ed3845e743e3aeaf3fc23008ab24f4df8cf02f11f04b4c3433f3de01147f27
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b712e144ac9dced5b94c511bc2a1aceea0743ce64fe3f4550af36c1a7611ad3e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-10T09:13:10Z",
    "title_canon_sha256": "e25b08ea41958267299b9696f53dd8454a5c5e34065003ccf415b7d5d9aeb207"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.11830",
    "kind": "arxiv",
    "version": 1
  }
}