Pith. sign in
Pith Number

pith:PTO3L2DE

pith:2026:PTO3L2DE7FLWFJWHVBIRL2QDCJ
not attested not anchored not stored refs pending

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization

Abiodun Adereni, Ademide Animasaun, Andem Aniekan, Angel Ezendu, Angelica Obayi, Christian Maurice, Ephraim Usani, Mary Donald Essien, Oluwasegun Oguntuase, Oluwaseun Odunsi, Philip Chibundu, Samuel Okoko, Thanni Adewuyi

arxiv:2607.18988 v1 · 2026-07-21 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{PTO3L2DE7FLWFJWHVBIRL2QDCJ}

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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 2026-07-22T01:24:03.178978Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7cddb5e864f95762a6c7a85115ea031264748a0368fb3f9e2960e5c690b83367

Aliases

arxiv: 2607.18988 · arxiv_version: 2607.18988v1 · doi: 10.48550/arxiv.2607.18988 · pith_short_12: PTO3L2DE7FLW · pith_short_16: PTO3L2DE7FLWFJWH · pith_short_8: PTO3L2DE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PTO3L2DE7FLWFJWHVBIRL2QDCJ \
  | 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: 7cddb5e864f95762a6c7a85115ea031264748a0368fb3f9e2960e5c690b83367
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "36b301f7318cd8724eb701f2d2d41299b3da569120ab88f891aca540a715fa93",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-21T11:20:09Z",
    "title_canon_sha256": "6ad3d8a6a88cb270b649c955df80c6768325d85af133a4de0a1be5112ccf4e19"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.18988",
    "kind": "arxiv",
    "version": 1
  }
}