Pith Number

pith:BVQPX52H

pith:2025:BVQPX52HOAE5HUY7P5OPFENPEL

not attested not anchored not stored refs pending

Critical Appraisal of Fairness Metrics in Clinical Predictive AI

Ben Van Calster, Chris Russell, Gary S. Collins, Jo\~ao Matos, Judy Wawira Gichoya, Leo Anthony Celi, Paula Dhiman, Richard D. Riley, Sara Khalid

arxiv:2506.17035 v1 · 2025-06-20 · 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{BVQPX52HOAE5HUY7P5OPFENPEL}

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	2026-07-05T11:24:55.126872Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d60fbf7477009d3d31f7f5cf291af22f6cb73e1741a31c80847f02a226fbcb6

Aliases

arxiv: 2506.17035 · arxiv_version: 2506.17035v1 · doi: 10.48550/arxiv.2506.17035 · pith_short_12: BVQPX52HOAE5 · pith_short_16: BVQPX52HOAE5HUY7 · pith_short_8: BVQPX52H

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/BVQPX52HOAE5HUY7P5OPFENPEL \
  | 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: 0d60fbf7477009d3d31f7f5cf291af22f6cb73e1741a31c80847f02a226fbcb6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54909ce4a8b8e25d687932b49f987b185508e5d2c90d1784f7d429f6792fe90e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-20T14:43:36Z",
    "title_canon_sha256": "f6392ed7e41224b96fbae5374013b6b5b1bdd560ff95550c7700880779238121"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.17035",
    "kind": "arxiv",
    "version": 1
  }
}