Pith Number

pith:TTIFKN3T

pith:2024:TTIFKN3TLRC47BTBLWXX25XQRD

not attested not anchored not stored refs pending

On Biases in a UK Biobank-based Retinal Image Classification Model

Anissa Alloula, Bart{\l}omiej W. Papie\.z, Daniel R McGowan, Rima Mustafa

arxiv:2408.02676 v2 · 2024-07-30 · cs.LG · cs.AI · cs.CV · cs.CY · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TTIFKN3TLRC47BTBLWXX25XQRD}

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.

Cited by

1 paper in Pith

Exploring the Effectiveness of Deep Features from Domain-Specific Foundation Models in Retinal Image Synthesis

Receipt and verification

First computed	2026-07-05T09:25:46.213332Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9cd05537735c45cf86615daf7d76f088dc6f4bb36282e79658114be1dda25e9f

Aliases

arxiv: 2408.02676 · arxiv_version: 2408.02676v2 · doi: 10.48550/arxiv.2408.02676 · pith_short_12: TTIFKN3TLRC4 · pith_short_16: TTIFKN3TLRC47BTB · pith_short_8: TTIFKN3T

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/TTIFKN3TLRC47BTBLWXX25XQRD \
  | 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: 9cd05537735c45cf86615daf7d76f088dc6f4bb36282e79658114be1dda25e9f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "79fad1a1dbe36c77920b496e0e9ae64507c7207edcc40fad2cf144efae223cc1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.CY",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-30T10:50:07Z",
    "title_canon_sha256": "3c8ed534b124bd20f2c859e273e8cdcc766d67a5ad42255ea989ee393b7d53b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.02676",
    "kind": "arxiv",
    "version": 2
  }
}