Pith Number

pith:DCSRE2UP

pith:2024:DCSRE2UPJR6UDC25KSIKCX57L6

not attested not anchored not stored refs pending

A large language model-based approach to quantifying the effects of social determinants in liver transplant decisions

Asal Bastani, Elliott Ash, Emily Robitschek, Irene Y. Chen, Jennifer C. Lai, Jin Ge, Kathryn Horwath, Mark J. Pletcher, Savyon Sordean, Sergio Galletta

arxiv:2412.07924 v2 · 2024-12-10 · 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{DCSRE2UPJR6UDC25KSIKCX57L6}

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	2026-07-05T09:59:21.142495Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

18a5126a8f4c7d418b5d5490a15fbf5fa7a68048724da18f3e40e2f7eea9cec2

Aliases

arxiv: 2412.07924 · arxiv_version: 2412.07924v2 · doi: 10.48550/arxiv.2412.07924 · pith_short_12: DCSRE2UPJR6U · pith_short_16: DCSRE2UPJR6UDC25 · pith_short_8: DCSRE2UP

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/DCSRE2UPJR6UDC25KSIKCX57L6 \
  | 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: 18a5126a8f4c7d418b5d5490a15fbf5fa7a68048724da18f3e40e2f7eea9cec2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27eb3f3e85e6bb2d275dceb46ee8fc92bbbe5f100ac8ea9deffc5247f0e7e57b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2024-12-10T21:12:33Z",
    "title_canon_sha256": "f94ccae0403a82f66678bd22c1fa5fe77146e68f47c3d975d7c7e3074cb0106a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07924",
    "kind": "arxiv",
    "version": 2
  }
}