Pith Number

pith:YPSI7QSM

pith:2024:YPSI7QSMDI4NDPPNJAT6QRAMZA

not attested not anchored not stored refs pending

Confidence intervals uncovered: Are we ready for real-world medical imaging AI?

Amber Simpson, Annette Kopp-Schneider, Annika Reinke, Carole H. Sudre, Evangelia Christodoulou, Ga\"el Varoquaux, Lena Maier-Hein, Leon D. Mayer, Ma\"elys Solal, Michela Antonelli, Minu D. Tizabi, M. Jorge Cardoso, Nicola Rieke, Ninon Burgos, Olivier Colliot, Paul F. J\"ager, Piotr Kalinowski, Rola Houhou, Selen Erkan, Sofi\`ene Boutaj, Sophie Loizillon, Veronika Cheplygina

arxiv:2409.17763 v2 · 2024-09-26 · cs.CV · cs.AI · 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{YPSI7QSMDI4NDPPNJAT6QRAMZA}

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	2026-07-05T09:12:31.514700Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c3e48fc24c1a38d1bded4827e8440cc81ffaa87906ccf7248c9d7b8bb39e11bb

Aliases

arxiv: 2409.17763 · arxiv_version: 2409.17763v2 · doi: 10.48550/arxiv.2409.17763 · pith_short_12: YPSI7QSMDI4N · pith_short_16: YPSI7QSMDI4NDPPN · pith_short_8: YPSI7QSM

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/YPSI7QSMDI4NDPPNJAT6QRAMZA \
  | 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: c3e48fc24c1a38d1bded4827e8440cc81ffaa87906ccf7248c9d7b8bb39e11bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8eed5c35ab83f0106e497e41d50ffacf65fb012610d94a66be195aebc446799f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-09-26T11:58:41Z",
    "title_canon_sha256": "4542578be0138b73e7c8169cf1cc033d360469ca580721728f7be98b58366481"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.17763",
    "kind": "arxiv",
    "version": 2
  }
}