Pith Number

pith:KCUUCUCE

pith:2025:KCUUCUCEIR73CQRBCWBFYNM3ZB

not attested not anchored not stored refs pending

Systematic Evaluation of Large Vision-Language Models for Surgical Artificial Intelligence

Alberto Paderno, Anita Rau, F. Christopher Holsinger, Jaewoo Heo, Jeffrey Jopling, Josiah Aklilu, Khaled Saab, Mark Endo, Serena Yeung-Levy

arxiv:2504.02799 v1 · 2025-04-03 · cs.CV · cs.AI

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\usepackage{pith}
\pithnumber{KCUUCUCEIR73CQRBCWBFYNM3ZB}

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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

1 paper in Pith

SurgXBench: Explainable Vision-Language Model Benchmark for Surgery

Receipt and verification

First computed	2026-07-05T10:44:02.528891Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50a9415044447fb1422115825c359bc85825e6a8e7c60e43c831bceb6790563f

Aliases

arxiv: 2504.02799 · arxiv_version: 2504.02799v1 · doi: 10.48550/arxiv.2504.02799 · pith_short_12: KCUUCUCEIR73 · pith_short_16: KCUUCUCEIR73CQRB · pith_short_8: KCUUCUCE

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/KCUUCUCEIR73CQRBCWBFYNM3ZB \
  | 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: 50a9415044447fb1422115825c359bc85825e6a8e7c60e43c831bceb6790563f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aef679d53e148567b8aaf4bf1bae8454b6d5f06a2ad743266a6f19bf9a0f264f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-03T17:42:56Z",
    "title_canon_sha256": "3d351331171265c9ea0be1ad98b78ee419b4b8149b3d6017e86128f2837c29ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.02799",
    "kind": "arxiv",
    "version": 1
  }
}