Pith. sign in
Pith Number

pith:RKGWSEMU

pith:2022:RKGWSEMUOEQTOSUIXW62LJRT73
not attested not anchored not stored refs pending

Improving Chest X-Ray Report Generation by Leveraging Warm Starting

Aaron Nicolson, Bevan Koopman, Jason Dowling

arxiv:2201.09405 v2 · 2022-01-24 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{RKGWSEMUOEQTOSUIXW62LJRT73}

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 2026-07-05T06:43:17.657565Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

8a8d6911947121374a88bdbda5a633fec08328abd82bc54bf01dc632642b7edc

Aliases

arxiv: 2201.09405 · arxiv_version: 2201.09405v2 · doi: 10.48550/arxiv.2201.09405 · pith_short_12: RKGWSEMUOEQT · pith_short_16: RKGWSEMUOEQTOSUI · pith_short_8: RKGWSEMU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/RKGWSEMUOEQTOSUIXW62LJRT73 \
  | 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: 8a8d6911947121374a88bdbda5a633fec08328abd82bc54bf01dc632642b7edc
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f89f5dbba0e777a31bbd107413ac08e098ac4e6ece4e578f002b5f2950eec67e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-01-24T00:46:37Z",
    "title_canon_sha256": "4df6daba062b1c4d9600ef97f72f3265b91ae76b37c797330621c0f0f5844b98"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.09405",
    "kind": "arxiv",
    "version": 2
  }
}