Pith Number

pith:LPVNB3XX

pith:2024:LPVNB3XX73GMXXFZR4MVKJSPWM

not attested not anchored not stored refs pending

JRadiEvo: A Japanese Radiology Report Generation Model Enhanced by Evolutionary Optimization of Model Merging

Junichiro Takahashi, Kaito Baba, Risa Kishikawa, Ryota Yagi, Satoshi Kodera

arxiv:2411.09933 v1 · 2024-11-15 · cs.CV · cs.AI · cs.CL · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LPVNB3XX73GMXXFZR4MVKJSPWM}

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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.

Cited by

1 paper in Pith

Multi-Modal Multi-Agent Reinforcement Learning for Radiology Report Generation

Receipt and verification

First computed	2026-07-05T09:35:55.902968Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5bead0eef7fecccbdcb98f1955264fb33d4f11b86fa86f826f33b6f6d71b34e2

Aliases

arxiv: 2411.09933 · arxiv_version: 2411.09933v1 · doi: 10.48550/arxiv.2411.09933 · pith_short_12: LPVNB3XX73GM · pith_short_16: LPVNB3XX73GMXXFZ · pith_short_8: LPVNB3XX

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/LPVNB3XX73GMXXFZR4MVKJSPWM \
  | 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: 5bead0eef7fecccbdcb98f1955264fb33d4f11b86fa86f826f33b6f6d71b34e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c019d01e7d56146361f45e9e52d8c7554cdd622ca65d68168d0812f590ddcbb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-15T04:16:50Z",
    "title_canon_sha256": "5bfccad93da4eca22585c027d3b06cc878dfd4636cfd7afdb3ecd3814e68d85d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.09933",
    "kind": "arxiv",
    "version": 1
  }
}