Pith Number

pith:SJMNL7DW

pith:2025:SJMNL7DWOF3I3JQ2FGQ33KXGEP

not attested not anchored not stored refs pending

Bias and Generalizability of Foundation Models across Datasets in Breast Mammography

Charbel Mourad, Elodie Germani, Fatima Zeineddine, Ilayda Selin T\"urk, Shadi Albarqouni

arxiv:2505.10579 v2 · 2025-05-14 · 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{SJMNL7DWOF3I3JQ2FGQ33KXGEP}

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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.

Receipt and verification

First computed	2026-07-05T11:04:52.101243Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9258d5fc7671768da61a29a1bdaae623db11bd1d4a4f86a27fc53f6512791220

Aliases

arxiv: 2505.10579 · arxiv_version: 2505.10579v2 · doi: 10.48550/arxiv.2505.10579 · pith_short_12: SJMNL7DWOF3I · pith_short_16: SJMNL7DWOF3I3JQ2 · pith_short_8: SJMNL7DW

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/SJMNL7DWOF3I3JQ2FGQ33KXGEP \
  | 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: 9258d5fc7671768da61a29a1bdaae623db11bd1d4a4f86a27fc53f6512791220

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82538b9c63d2aac80b8bab381d93549a89edeb7e88c039514756e7bcc980aa7d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-14T06:56:17Z",
    "title_canon_sha256": "96db78aad480db67f587a5a23ef85781935de36c86a8f87a0f78365de5aa8698"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.10579",
    "kind": "arxiv",
    "version": 2
  }
}