Pith. sign in
Pith Number

pith:XJWCX4X5

pith:2026:XJWCX4X5GM4LEZLJU64YJS4SYK
not attested not anchored not stored refs pending

Precision Recall Controllable Radiology Report Generation via Hybrid Natural Language and Clinical Reward Learning

Dufan Wu, Hanliang Chen, Jun Luo, Ling Chen, Luciano Prevedello, Quirin Strotzer, Rongkai Yan, Ruinan Jin, Yuan Xue

arxiv:2606.21447 v1 · 2026-06-19 · cs.CL · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{XJWCX4X5GM4LEZLJU64YJS4SYK}

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 2026-06-23T01:13:10.695163Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ba6c2bf2fd3338b26569a7b984cb92c2ad3141bb2ac13fb620bb334befd4c12f

Aliases

arxiv: 2606.21447 · arxiv_version: 2606.21447v1 · doi: 10.48550/arxiv.2606.21447 · pith_short_12: XJWCX4X5GM4L · pith_short_16: XJWCX4X5GM4LEZLJ · pith_short_8: XJWCX4X5
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XJWCX4X5GM4LEZLJU64YJS4SYK \
  | 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: ba6c2bf2fd3338b26569a7b984cb92c2ad3141bb2ac13fb620bb334befd4c12f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "150b77425ba305226f9f9251922d6122ef054c8566a3a93907befb69b37999aa",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-19T14:07:12Z",
    "title_canon_sha256": "5d2fa3120efdaa167d8d829a03196120ffd805c3039eaee4357bebf41f09255a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.21447",
    "kind": "arxiv",
    "version": 1
  }
}