Pith Number

pith:H2XPWD3T

pith:2023:H2XPWD3T7KGGEMRXU7PQY3LSGY

not attested not anchored not stored refs pending

MAIRA-1: A specialised large multimodal model for radiology report generation

Anja Thieme, Anton Schwaighofer, Daniel C. Castro, Fernando P\'erez-Garc\'ia, Javier Alvarez-Valle, Kenza Bouzid, Maria Teodora Wetscherek, Matthew P. Lungren, Mercy Ranjit, Noel Codella, Ozan Oktay, Shaury Srivastav, Shruthi Bannur, Stephanie L. Hyland, Valentina Salvatelli

arxiv:2311.13668 v3 · 2023-11-22 · cs.CL · cs.AI · cs.CV

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\usepackage{pith}
\pithnumber{H2XPWD3T7KGGEMRXU7PQY3LSGY}

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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

13 papers in Pith

Harrison.Rad 1.5 Technical Report: A radiology foundation model that can draft reports from images, priors and clinical context

CheXpercept: A Benchmark for Evaluating Expert-Level Lesion Perception in Chest X-rays

Beyond Scalar Scores: Exploring LLM-based Metrics for Clinical Significance Evaluation in Radiology Reports

Discrete Diffusion Language Models for Interactive Radiology Report Drafting

Astra: a generalizable report generation foundation model for 3D computed tomography

Receipt and verification

First computed	2026-07-05T08:12:28.868585Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3eaefb0f73fa8c623237a7df0c6d7236393685375b759e6d66fcf718d224010b

Aliases

arxiv: 2311.13668 · arxiv_version: 2311.13668v3 · doi: 10.48550/arxiv.2311.13668 · pith_short_12: H2XPWD3T7KGG · pith_short_16: H2XPWD3T7KGGEMRX · pith_short_8: H2XPWD3T

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/H2XPWD3T7KGGEMRXU7PQY3LSGY \
  | 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: 3eaefb0f73fa8c623237a7df0c6d7236393685375b759e6d66fcf718d224010b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a36cdde4d5170d2b32befe0ccf20cd9fe69863a39a43c232061da8f9182b3c14",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-22T19:45:40Z",
    "title_canon_sha256": "30750f3d608ba98d5357e39c8b1d8de9a64d2aa4226db367931e7f59f1c2f363"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.13668",
    "kind": "arxiv",
    "version": 3
  }
}