Pith Number

pith:TVNNVDAY

pith:2021:TVNNVDAYONU3TMRS576CX4F3DB

not attested not anchored not stored refs pending

Assessing Fairness in Classification Parity of Machine Learning Models in Healthcare

Ankur Teredesai, Ming Yuan, Muhammad Aurangzeb Ahmad, Vikas Kumar

arxiv:2102.03717 v1 · 2021-02-07 · cs.LG · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TVNNVDAYONU3TMRS576CX4F3DB}

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	2026-07-05T02:13:26.469919Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d5ada8c187369b9b232effc2bf0bb185983911215d37f0f408bedf93a233c09

Aliases

arxiv: 2102.03717 · arxiv_version: 2102.03717v1 · doi: 10.48550/arxiv.2102.03717 · pith_short_12: TVNNVDAYONU3 · pith_short_16: TVNNVDAYONU3TMRS · pith_short_8: TVNNVDAY

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/TVNNVDAYONU3TMRS576CX4F3DB \
  | 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: 9d5ada8c187369b9b232effc2bf0bb185983911215d37f0f408bedf93a233c09

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a24ad20fb7bdc268ecab8a96c4b9cf4fea0a98bf16468acd6d5bc0499a3f803b",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-02-07T04:46:27Z",
    "title_canon_sha256": "72142bd439c8c9cd8ab6033a39318e72499a7c746a0814bb967ac571c311e666"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.03717",
    "kind": "arxiv",
    "version": 1
  }
}