Pith Number

pith:S6UDFEVT

pith:2025:S6UDFEVT35PEG7KKHU252WRJ2S

not attested not anchored not stored refs pending

Intersectional Fairness in Vision-Language Models for Medical Image Disease Classification

Adam G. Dunn, Jinman Kim, Usman Naseem, Yupeng Zhang

arxiv:2512.15249 v2 · 2025-12-17 · cs.CV · cs.AI

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\usepackage{pith}
\pithnumber{S6UDFEVT35PEG7KKHU252WRJ2S}

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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

Intersectional Disentangling of Temporal and Acquisition Bias in Fetal Ultrasound

Receipt and verification

First computed	2026-08-04T01:58:16.766704Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

97a83292b3df5e437d4a3d35dd5a29d49b1ef8cf8bafe440d41a43f8d28a9608

Aliases

arxiv: 2512.15249 · arxiv_version: 2512.15249v2 · doi: 10.48550/arxiv.2512.15249 · pith_short_12: S6UDFEVT35PE · pith_short_16: S6UDFEVT35PEG7KK · pith_short_8: S6UDFEVT

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/S6UDFEVT35PEG7KKHU252WRJ2S \
  | 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: 97a83292b3df5e437d4a3d35dd5a29d49b1ef8cf8bafe440d41a43f8d28a9608

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf26acd06dd16322ee09d7143f40ab2993e24880e3e2557a950fd33518a19946",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-12-17T09:47:29Z",
    "title_canon_sha256": "86a2f75607abe87c8196e8c35d0913673e417cd648df357de70ac77e20412884"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.15249",
    "kind": "arxiv",
    "version": 2
  }
}