Pith Number

pith:DKSUU5BA

pith:2025:DKSUU5BAMFR2ES7LTG7VR7KGZJ

not attested not anchored not stored refs pending

Zero-shot Medical Event Prediction Using a Generative Pre-trained Transformer on Electronic Health Records

Aaron Chin, Brian L. Hill, Corey W. Arnold, Ekaterina Redekop, Hamid Reza Hassanzadeh, Mara Pleasure, Melika Emami, Rushikesh Kulkarni, William Speier, Zichen Wang

arxiv:2503.05893 v2 · 2025-03-07 · 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{DKSUU5BAMFR2ES7LTG7VR7KGZJ}

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	2026-07-05T11:33:21.249160Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1aa54a74206163a24beb99bf58fd46ca7a949f9c918c235f6daacc31b65eef6f

Aliases

arxiv: 2503.05893 · arxiv_version: 2503.05893v2 · doi: 10.48550/arxiv.2503.05893 · pith_short_12: DKSUU5BAMFR2 · pith_short_16: DKSUU5BAMFR2ES7L · pith_short_8: DKSUU5BA

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/DKSUU5BAMFR2ES7LTG7VR7KGZJ \
  | 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: 1aa54a74206163a24beb99bf58fd46ca7a949f9c918c235f6daacc31b65eef6f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1eb9ed716a1441318c04ebe8470a1f06e3f896b3bda23d2e506062b8dc42886c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-07T19:26:47Z",
    "title_canon_sha256": "dbef822d2cb64e473720fbecddfd29eb45fa748e1bd0f5e4d2786e0e7b0c8910"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.05893",
    "kind": "arxiv",
    "version": 2
  }
}