Pith. sign in
Pith Number

pith:2FPD7ZZX

pith:2025:2FPD7ZZXH7GCO4IGAPCFNL6GII
not attested not anchored not stored refs pending

Benchmarking GPT-5 in Radiation Oncology: Measurable Gains, but Persistent Need for Expert Oversight

Ahmed Gomaa, Andre Karius, Annette Schwarz, Benjamin Frey, Bernd-Niklas Axer, Christoph Bert, Florian Putz, Ishita Sheth, Jibak Sarkar, Johann Brand, Philipp Schubert, Pluvio Stephan, Rainer Fietkau, Sabine Semrau, Sogand Beirami, Stefanie Corradini, Thomas Weissmann, Udo Gaipl, Ugur Dinc

arxiv:2508.21777 v1 · 2025-08-29 · cs.CV · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2FPD7ZZXH7GCO4IGAPCFNL6GII}

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 2026-07-05T12:01:49.601185Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d15e3fe7373fcc27710603c456afc6422a8a1868bf4f4a127625a31be12161b4

Aliases

arxiv: 2508.21777 · arxiv_version: 2508.21777v1 · doi: 10.48550/arxiv.2508.21777 · pith_short_12: 2FPD7ZZXH7GC · pith_short_16: 2FPD7ZZXH7GCO4IG · pith_short_8: 2FPD7ZZX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2FPD7ZZXH7GCO4IGAPCFNL6GII \
  | 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: d15e3fe7373fcc27710603c456afc6422a8a1868bf4f4a127625a31be12161b4
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "69243437ac29478b6e16c80ceff20653475796b1762e8c4062ba2795e0c98c9c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-29T16:55:25Z",
    "title_canon_sha256": "b8e7f2041ed70f6c1a4e644c9c095d96193c4a7fcb3e4fc9281e7d9931206928"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.21777",
    "kind": "arxiv",
    "version": 1
  }
}