Pith Number

pith:BD37IPQ5

pith:2025:BD37IPQ52HA5IERHM2JAA3SYDF

not attested not anchored not stored refs pending

Addressing Bias in VLMs for Glaucoma Detection Without Protected Attribute Supervision

Ahsan Habib Akash, Annahita Amireskandari, Binod Bhattarai, Carol Laxson, Greg Murray, Joel Palko, Prashnna Gyawali

arxiv:2508.09087 v1 · 2025-08-12 · 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{BD37IPQ52HA5IERHM2JAA3SYDF}

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	2026-07-05T11:52:39.589506Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

08f7f43e1dd1c1d412276692006e58197516fe559cb310c506fbfabbaa4991c1

Aliases

arxiv: 2508.09087 · arxiv_version: 2508.09087v1 · doi: 10.48550/arxiv.2508.09087 · pith_short_12: BD37IPQ52HA5 · pith_short_16: BD37IPQ52HA5IERH · pith_short_8: BD37IPQ5

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/BD37IPQ52HA5IERHM2JAA3SYDF \
  | 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: 08f7f43e1dd1c1d412276692006e58197516fe559cb310c506fbfabbaa4991c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d4a273b0556c9bd1b38d75a8006fdea9c46c4dd7514c515873e33f0e68381f3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-12T17:07:58Z",
    "title_canon_sha256": "e3100ca1ad89d92f034fb4e56fb511f63b511b0c8a8d0e18796a02b0d3e097e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.09087",
    "kind": "arxiv",
    "version": 1
  }
}