Pith Number

pith:Q23BKU4A

pith:2024:Q23BKU4AVMB52CR5RO53RMYWMO

not attested not anchored not stored refs pending

Transfer Learning with Clinical Concept Embeddings from Large Language Models

Chenxi Song, Jeffrey P. Ferraro, Runxue Bao, Ye Ye, Yiming Sun, Yuelyu Ji, Yuhe Gao

arxiv:2409.13893 v1 · 2024-09-20 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Q23BKU4AVMB52CR5RO53RMYWMO}

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.

Cited by

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T09:10:08.298141Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86b6155380ab03dd0a3d8bbbb8b31663b7fe7539cf48efd04c372fe0be20ba7f

Aliases

arxiv: 2409.13893 · arxiv_version: 2409.13893v1 · doi: 10.48550/arxiv.2409.13893 · pith_short_12: Q23BKU4AVMB5 · pith_short_16: Q23BKU4AVMB52CR5 · pith_short_8: Q23BKU4A

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/Q23BKU4AVMB52CR5RO53RMYWMO \
  | 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: 86b6155380ab03dd0a3d8bbbb8b31663b7fe7539cf48efd04c372fe0be20ba7f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab45f3c37f4586f7b2c3f385ff89ff2b804110b82aa398b14176b5cd40ae8943",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-20T20:50:55Z",
    "title_canon_sha256": "8f64bc23691cd4eaf41f3fb23b9d67f24b2f230cc250c837e6bd6d8514543ebf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.13893",
    "kind": "arxiv",
    "version": 1
  }
}