Pith Number

pith:2XKI3I2E

pith:2025:2XKI3I2E6JHZ3SYZ4VUHWSIFKI

not attested not anchored not stored refs pending

Medical artificial intelligence toolbox (MAIT): an explainable machine learning framework for binary classification, survival modelling, and regression analyses

Anne Svane Frahm, Daniel Dawson Murray, Jens Lundgren, Maja Milojevic, Ramtin Zargari Marandi

arxiv:2501.04547 v1 · 2025-01-08 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2XKI3I2E6JHZ3SYZ4VUHWSIFKI}

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.

Cited by

1 paper in Pith

Datasheets for AI and medical datasets (DAIMS): a data validation and documentation framework before machine learning analysis in medical research

Receipt and verification

First computed	2026-07-05T09:58:37.141841Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d5d48da344f24f9dcb19e5687b4905522dc815d4be2df505b28ee3f0f32830b4

Aliases

arxiv: 2501.04547 · arxiv_version: 2501.04547v1 · doi: 10.48550/arxiv.2501.04547 · pith_short_12: 2XKI3I2E6JHZ · pith_short_16: 2XKI3I2E6JHZ3SYZ · pith_short_8: 2XKI3I2E

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/2XKI3I2E6JHZ3SYZ4VUHWSIFKI \
  | 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: d5d48da344f24f9dcb19e5687b4905522dc815d4be2df505b28ee3f0f32830b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8842683e6d3b1cb94f1acb8bf2f621a296a269521c8438d198d93da54ee4e839",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-08T14:51:36Z",
    "title_canon_sha256": "b763d77aaa48e899862349e1b0ae3971fc4b22dd9114181483d184c45d14a90d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.04547",
    "kind": "arxiv",
    "version": 1
  }
}