Pith Number

pith:CWRLTCUI

pith:2025:CWRLTCUIYA3NSZQY3CNLOEQIKB

not attested not anchored not stored refs pending

How Well Can General Vision-Language Models Learn Medicine By Watching Public Educational Videos?

Andrew Li, Angela Zhang, Ben Athiwaratkun, Bryan He, Christina Binder, David Ouyang, James Zou, Qingyang Wu, Rahul Thapa, Shuaiwen Leon Song, Yuki Sahashi

arxiv:2504.14391 v2 · 2025-04-19 · 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{CWRLTCUIYA3NSZQY3CNLOEQIKB}

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.

Cited by

2 papers in Pith

MedHorizon: Towards Long-context Medical Video Understanding in the Wild

Evidence-Based Actor-Verifier Reasoning for Echocardiographic Agents

Receipt and verification

First computed	2026-07-05T11:07:23.789912Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

15a2b98a88c036d96618d89ab712085068d138c60be0166dc06947341001ce55

Aliases

arxiv: 2504.14391 · arxiv_version: 2504.14391v2 · doi: 10.48550/arxiv.2504.14391 · pith_short_12: CWRLTCUIYA3N · pith_short_16: CWRLTCUIYA3NSZQY · pith_short_8: CWRLTCUI

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/CWRLTCUIYA3NSZQY3CNLOEQIKB \
  | 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: 15a2b98a88c036d96618d89ab712085068d138c60be0166dc06947341001ce55

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bb3f1203f0941a208e835d66e11479e1d0284f67c175c3b42e70b75c7ebc67aa",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-19T19:32:15Z",
    "title_canon_sha256": "b71eb0cf8417a4fceef3995c250cd93079c34a598fe90d457e4043656b01b8e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.14391",
    "kind": "arxiv",
    "version": 2
  }
}