Pith Number

pith:DINV643X

pith:2023:DINV643XIL4UOIBF33S3EKVJEG

not attested not anchored not stored refs pending

Transformer Models for Acute Brain Dysfunction Prediction

Azra Bihorac, Brandon Silva, Guan Ziyuan, Kia Khezeli, Miguel Contreras, Parisa Rashidi, Tezcan Ozrazgat Baslanti, Yuanfang Ren

arxiv:2303.07305 v1 · 2023-03-13 · 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{DINV643XIL4UOIBF33S3EKVJEG}

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	2026-07-05T05:50:34.807250Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a1b5f737742f9472025dee5b22aa921804bf83a51a41141a8fb651b16b199f0

Aliases

arxiv: 2303.07305 · arxiv_version: 2303.07305v1 · doi: 10.48550/arxiv.2303.07305 · pith_short_12: DINV643XIL4U · pith_short_16: DINV643XIL4UOIBF · pith_short_8: DINV643X

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/DINV643XIL4UOIBF33S3EKVJEG \
  | 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: 1a1b5f737742f9472025dee5b22aa921804bf83a51a41141a8fb651b16b199f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1fca16af33732af5958efe7f79ca314f514e1d8546abf51cfcb816cf41f6296f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-13T17:30:04Z",
    "title_canon_sha256": "8a08d587912d2055dad370614a252545a442182212b449ca2134b85a768f1abe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.07305",
    "kind": "arxiv",
    "version": 1
  }
}