Pith Number

pith:HZDRBU4D

pith:2025:HZDRBU4DW7IB4AAJD3I6NHPGRU

not attested not anchored not stored refs pending

Position: Open and Closed Large Language Models in Healthcare

Jiawei Xu, Yi Bu, Ying Ding

arxiv:2501.09906 v1 · 2025-01-17 · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HZDRBU4DW7IB4AAJD3I6NHPGRU}

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

Fine-Tuning Models for Automated Code Review Feedback

Receipt and verification

First computed	2026-07-05T10:02:13.201651Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e4710d383b7d01e00091ed1e69de68d2382eec12c261b8ea8fab347ec70d8c9

Aliases

arxiv: 2501.09906 · arxiv_version: 2501.09906v1 · doi: 10.48550/arxiv.2501.09906 · pith_short_12: HZDRBU4DW7IB · pith_short_16: HZDRBU4DW7IB4AAJ · pith_short_8: HZDRBU4D

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/HZDRBU4DW7IB4AAJD3I6NHPGRU \
  | 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: 3e4710d383b7d01e00091ed1e69de68d2382eec12c261b8ea8fab347ec70d8c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "75180858fa21d01f18bb61dd748b8ada6cd6495a944d2925e5473c09d952f1be",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-01-17T01:36:52Z",
    "title_canon_sha256": "ea377be986ccff898761b5657674ee8a9f41e3a16891e9fc4e1f79fc42c4b3c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.09906",
    "kind": "arxiv",
    "version": 1
  }
}