Pith Number

pith:TB74JPNV

pith:2024:TB74JPNVOR5RXUYOI2G2LQK2E4

not attested not anchored not stored refs pending

Zero-Shot ATC Coding with Large Language Models for Clinical Assessments

Jimmy Lin, John-Michael Gamble, John P. Hirdes, Micaela Jantzi, Zijian Chen

arxiv:2412.07743 v1 · 2024-12-10 · 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{TB74JPNVOR5RXUYOI2G2LQK2E4}

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	2026-07-05T09:47:14.701194Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

987fc4bdb5747b1bd30e468da5c15a270c7b967d03e3e978d242db09d0cb7b9b

Aliases

arxiv: 2412.07743 · arxiv_version: 2412.07743v1 · doi: 10.48550/arxiv.2412.07743 · pith_short_12: TB74JPNVOR5R · pith_short_16: TB74JPNVOR5RXUYO · pith_short_8: TB74JPNV

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/TB74JPNVOR5RXUYOI2G2LQK2E4 \
  | 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: 987fc4bdb5747b1bd30e468da5c15a270c7b967d03e3e978d242db09d0cb7b9b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e83e06b266d44fccabcf965382540858dd31eb62457e1fc2b54e509a3b31f539",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-10T18:43:02Z",
    "title_canon_sha256": "1eadbf8770c5d5f2b1701cf8bab8283edcaba9cf4034970677eeb63951f6b851"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07743",
    "kind": "arxiv",
    "version": 1
  }
}