Pith Number

pith:RCJI5PC6

pith:2024:RCJI5PC6L6N5D4LBHELS54255W

not attested not anchored not stored refs pending

Predicting Generalization of AI Colonoscopy Models to Unseen Data

Atsushi Hamabe, Carson McNeil, Daisuke Tsurumaru, Ehud Rivlin, Eiji Oki, Haruei Ogino, Hiroki Kayama, Hiro-o Yamano, Hiroshi Nakase, Ichiro Takemasa, Joel Shor, Joseph R Ledsam, Kaho Kobayashi, Koji Ando, Masaaki Miyo, Mitsuhiko Ota, Roman Goldenberg, Yotam Intrator

arxiv:2403.09920 v3 · 2024-03-14 · eess.IV · cs.AI · cs.CV · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RCJI5PC6L6N5D4LBHELS54255W}

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	2026-07-05T07:59:22.653013Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

88928ebc5e5f9bd1f16139172ef35ded9e699b05cecbdf0fe25ac6020ba61701

Aliases

arxiv: 2403.09920 · arxiv_version: 2403.09920v3 · doi: 10.48550/arxiv.2403.09920 · pith_short_12: RCJI5PC6L6N5 · pith_short_16: RCJI5PC6L6N5D4LB · pith_short_8: RCJI5PC6

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/RCJI5PC6L6N5D4LBHELS54255W \
  | 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: 88928ebc5e5f9bd1f16139172ef35ded9e699b05cecbdf0fe25ac6020ba61701

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e08942fdec20100426805cca790a26e8661059572e6751db309ad0437c8babd9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2024-03-14T23:41:00Z",
    "title_canon_sha256": "cdc435b95b30446e67e32ead8d891c2b9fd0b2ba90165472c99282a6eedd506a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.09920",
    "kind": "arxiv",
    "version": 3
  }
}