Pith Number

pith:IVVUPF6Y

pith:2026:IVVUPF6YCLB2RXQEGCX7QZE5US

not attested not anchored not stored refs pending

Predicting Immune Biomarkers with MultiModal Mixture-of-Expert Pathology Foundation Models Empowers Precision Oncology

Emily Ling-Lin Pai, Faisal Mahmood, Jonathan Chong Kai Liew, Kaize Ding, Kenneth Tou En Chang, Lorraine Col\'on-Cartagena, Mohamed Kahila, Peter Humphrey, Rex Ying, Tianyu Liu, Tinglin Huang, Tong Ding, Wengong Jin, Zhaokang Liang, Ziqing Wang

arxiv:2606.18123 v1 · 2026-06-16 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IVVUPF6YCLB2RXQEGCX7QZE5US}

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	2026-06-19T16:10:48.972440Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

456b4797d812c3a8de0430aff8649da4852acaef6969f2886f18382046c2a139

Aliases

arxiv: 2606.18123 · arxiv_version: 2606.18123v1 · doi: 10.48550/arxiv.2606.18123 · pith_short_12: IVVUPF6YCLB2 · pith_short_16: IVVUPF6YCLB2RXQE · pith_short_8: IVVUPF6Y

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/IVVUPF6YCLB2RXQEGCX7QZE5US \
  | 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: 456b4797d812c3a8de0430aff8649da4852acaef6969f2886f18382046c2a139

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f2a9fa933851e9042442ee9d82c7187d1f41034fbf53b57a1e573c7daa14f7db",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-06-16T16:22:42Z",
    "title_canon_sha256": "723b653ba9428a42fc004904fa25bf3135e231a4ad9cff7e44e704c3d78e41b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.18123",
    "kind": "arxiv",
    "version": 1
  }
}