Pith Number

pith:J6IS2CX5

pith:2025:J6IS2CX533ZBTIYV5XQURGEHGF

not attested not anchored not stored refs pending

Transforming Multimodal Models into Action Models for Radiotherapy

Alessandra Carosi, Matteo Ferrante, Nicola Toschi, Rolando Maria D Angelillo

arxiv:2502.04408 v1 · 2025-02-06 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{J6IS2CX533ZBTIYV5XQURGEHGF}

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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

Beyond Prediction: Reinforcement Learning as the Defining Leap in Healthcare AI

Receipt and verification

First computed	2026-07-05T10:10:51.257824Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f912d0afddef219a315ede148988731631c99e21593144a939cf26472859c26

Aliases

arxiv: 2502.04408 · arxiv_version: 2502.04408v1 · doi: 10.48550/arxiv.2502.04408 · pith_short_12: J6IS2CX533ZB · pith_short_16: J6IS2CX533ZBTIYV · pith_short_8: J6IS2CX5

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/J6IS2CX533ZBTIYV5XQURGEHGF \
  | 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: 4f912d0afddef219a315ede148988731631c99e21593144a939cf26472859c26

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae0795559afc503b27a8145f96f8e8ad2f7ab0cfb77cfd33bc192e7be1744fc9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-06T09:51:28Z",
    "title_canon_sha256": "a42ac510ef2a2e3373ccc661b3b9e129cd650bdc48b85c469968d9274d0d3b54"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.04408",
    "kind": "arxiv",
    "version": 1
  }
}