Pith Number

pith:QAWCTDOU

pith:2023:QAWCTDOUZHUGZV3GXFLZLZKLBF

not attested not anchored not stored refs pending

RACR-MIL: Rank-aware contextual reasoning for weakly supervised grading of squamous cell carcinoma using whole slide images

Aaron Mangold, Angelina Hwang, Anirudh Choudhary, Blake Bordeaux, David DiCaudo, Dennis Murphree, Emma Johnson, Jacob Kechter, Jason Sluzevich, Krishnakant Saboo, Leah Swanson, Mosbah Aouad, Nneka Comfere, Olayemi Sokumbi, Puneet Bhullar, Ravishankar Iyer, Steven Nelson

arxiv:2308.15618 v2 · 2023-08-29 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QAWCTDOUZHUGZV3GXFLZLZKLBF}

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	2026-07-05T11:39:37.668059Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

802c298dd4c9e86cd766b95795e54b0971cfa0a7b52d7e320554cd8197f916e0

Aliases

arxiv: 2308.15618 · arxiv_version: 2308.15618v2 · doi: 10.48550/arxiv.2308.15618 · pith_short_12: QAWCTDOUZHUG · pith_short_16: QAWCTDOUZHUGZV3G · pith_short_8: QAWCTDOU

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/QAWCTDOUZHUGZV3GXFLZLZKLBF \
  | 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: 802c298dd4c9e86cd766b95795e54b0971cfa0a7b52d7e320554cd8197f916e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cbec7b418520eeb45cf833fa51b916abaf05a02f01e866d929b176e371f118cd",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-08-29T20:25:49Z",
    "title_canon_sha256": "b4083b7b53fc222eaad7231c23ce0abd485602be60659a7643352f9e8025d454"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.15618",
    "kind": "arxiv",
    "version": 2
  }
}