Pith. sign in
Pith Number

pith:XRIXUMBB

pith:2025:XRIXUMBBO7VS2FW24SR7I2B7CH
not attested not anchored not stored refs pending

A novel language model for predicting serious adverse event results in clinical trials from their prospective registrations

Adam G. Dunn, Florence Bourgeois, Jinman Kim, Qixuan Hu, Xumou Zhang

arxiv:2507.22919 v2 · 2025-07-21 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{XRIXUMBBO7VS2FW24SR7I2B7CH}

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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 2026-07-05T11:51:33.074722Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

bc517a302177eb2d16dae4a3f4683f11f8d776985759b8bd066eb6f87d09f46a

Aliases

arxiv: 2507.22919 · arxiv_version: 2507.22919v2 · doi: 10.48550/arxiv.2507.22919 · pith_short_12: XRIXUMBBO7VS · pith_short_16: XRIXUMBBO7VS2FW2 · pith_short_8: XRIXUMBB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XRIXUMBBO7VS2FW24SR7I2B7CH \
  | 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: bc517a302177eb2d16dae4a3f4683f11f8d776985759b8bd066eb6f87d09f46a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e36dc807d94084235b163a95559fa04d294498d29ecc6d601e9a62059659d75f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-21T07:56:06Z",
    "title_canon_sha256": "dd4fe187b4e8304adb0256a2baecdc1a33cf1249cfe15ac960e4bd8b0c7836be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.22919",
    "kind": "arxiv",
    "version": 2
  }
}