Pith Number

pith:ES4Y7S5L

pith:2023:ES4Y7S5LPJ3W4AJSNBI2XYTBNA

not attested not anchored not stored refs pending

M$^3$Fair: Mitigating Bias in Healthcare Data through Multi-Level and Multi-Sensitive-Attribute Reweighting Method

Bo Hou, Chengwei Pan, Enshen Zhou, Hao Li, Haoran Feng, Jingkun An, Junyi Gao, Liantao Ma, Lu An, Wen Tang, Yinghao Zhu

arxiv:2306.04118 v1 · 2023-06-07 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ES4Y7S5LPJ3W4AJSNBI2XYTBNA}

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	2026-07-05T06:18:26.142641Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24b98fcbab7a776e01326851abe261681f6d043faaca3d09e3b56dbc63f22b35

Aliases

arxiv: 2306.04118 · arxiv_version: 2306.04118v1 · doi: 10.48550/arxiv.2306.04118 · pith_short_12: ES4Y7S5LPJ3W · pith_short_16: ES4Y7S5LPJ3W4AJS · pith_short_8: ES4Y7S5L

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/ES4Y7S5LPJ3W4AJSNBI2XYTBNA \
  | 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: 24b98fcbab7a776e01326851abe261681f6d043faaca3d09e3b56dbc63f22b35

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b7d89d2ebac43b87bad1c7b91338dc1c0e8bd3c084440c0f734bcac87f5939ab",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-07T03:20:44Z",
    "title_canon_sha256": "be634ba699807ead2ff06f21f23d6bf41e160018cff55e5cc62ad99518f4cbdd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.04118",
    "kind": "arxiv",
    "version": 1
  }
}