Pith Number

pith:MSOJ5VOI

pith:2025:MSOJ5VOI3PLW5AKBQVXJKZLE2M

not attested not anchored not stored refs pending

AutoML-Med: A Framework for Automated Machine Learning in Medical Tabular Data

Giorgio Leonardi, Manuel Striani, Marzio Pennisi, Maurizio Leone, Riccardo Francia, Sandra D'Alfonso, Stefania Montani

arxiv:2508.02625 v1 · 2025-08-04 · 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{MSOJ5VOI3PLW5AKBQVXJKZLE2M}

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	2026-07-05T11:48:17.508503Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

649c9ed5c8dbd76e8141856e956564d3250ffea4798c474aa33f4e43e4e52e95

Aliases

arxiv: 2508.02625 · arxiv_version: 2508.02625v1 · doi: 10.48550/arxiv.2508.02625 · pith_short_12: MSOJ5VOI3PLW · pith_short_16: MSOJ5VOI3PLW5AKB · pith_short_8: MSOJ5VOI

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/MSOJ5VOI3PLW5AKBQVXJKZLE2M \
  | 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: 649c9ed5c8dbd76e8141856e956564d3250ffea4798c474aa33f4e43e4e52e95

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab72bbff93629e5ce1b158ac8fa68d8f01de4eefbbaa5ccb705cf57ad6411418",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-04T17:13:45Z",
    "title_canon_sha256": "527a3a5fb573ff5fc436ca8f4664c27f3729c60449ba584d4d11c878f7230d1b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.02625",
    "kind": "arxiv",
    "version": 1
  }
}