Pith Number

pith:PP3UNRPI

pith:2025:PP3UNRPICRELUZR5H2T7BQLQDV

not attested not anchored not stored refs pending

Generative Large Language Models Trained for Detecting Errors in Radiology Reports

Adam E Flanders, Brian Critelli, Cong Sun, David Nauheim, George Shih, Graham Keir, Judy Zhong, Kurt Teichman, Xindi Wang, Yifan Peng, Yiliang Zhou

arxiv:2504.04336 v1 · 2025-04-06 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PP3UNRPICRELUZR5H2T7BQLQDV}

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	2026-07-05T10:45:22.465096Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7bf746c5e81448ba663d3ea7f0c1701d746ad4fd6e9753bdbf4f8f9501af652f

Aliases

arxiv: 2504.04336 · arxiv_version: 2504.04336v1 · doi: 10.48550/arxiv.2504.04336 · pith_short_12: PP3UNRPICREL · pith_short_16: PP3UNRPICRELUZR5 · pith_short_8: PP3UNRPI

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/PP3UNRPICRELUZR5H2T7BQLQDV \
  | 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: 7bf746c5e81448ba663d3ea7f0c1701d746ad4fd6e9753bdbf4f8f9501af652f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a9fd569f4e96662ca4fcda04814ce913e07392253321919add34222385bcdfb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-06T03:02:36Z",
    "title_canon_sha256": "23a66aabd5c6616efaf5ab96425c7a94149b966280685b7724e0bfc0e7b1b2c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.04336",
    "kind": "arxiv",
    "version": 1
  }
}