Pith Number

pith:2WOGHSQA

pith:2024:2WOGHSQAQUAN6P2GESGHMEKR72

not attested not anchored not stored refs pending

Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs

Cl\'ement Christophe, Marco AF Pimentel, Muhammad Umar Salman, Praveen K Kanithi, Shadab Khan, Svetlana Maslenkova, Tathagata Raha

arxiv:2409.14988 v1 · 2024-09-23 · 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{2WOGHSQAQUAN6P2GESGHMEKR72}

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	2026-07-05T09:10:34.382021Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d59c63ca008500df3f46248c761151fe900081f5b71e4fb6a7886397e8c48595

Aliases

arxiv: 2409.14988 · arxiv_version: 2409.14988v1 · doi: 10.48550/arxiv.2409.14988 · pith_short_12: 2WOGHSQAQUAN · pith_short_16: 2WOGHSQAQUAN6P2G · pith_short_8: 2WOGHSQA

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/2WOGHSQAQUAN6P2GESGHMEKR72 \
  | 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: d59c63ca008500df3f46248c761151fe900081f5b71e4fb6a7886397e8c48595

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e202240665aadd89f12417ba094fe74d896a307abc692248ed86cec511ccccc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-23T13:09:57Z",
    "title_canon_sha256": "0cf1514e212496ba71fc8119306a1792fdc903741b54f671802b335c04ac6bce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.14988",
    "kind": "arxiv",
    "version": 1
  }
}