Pith Number

pith:DPN2RJ6E

pith:2025:DPN2RJ6EXCGYSBFLZHU56EKU6Q

not attested not anchored not stored refs pending

Ensuring Medical AI Safety: Interpretability-Driven Detection and Mitigation of Spurious Model Behavior and Associated Data

Frederik Pahde, Sebastian Lapuschkin, Thomas Wiegand, Wojciech Samek

arxiv:2501.13818 v2 · 2025-01-23 · cs.AI · cs.CV · 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{DPN2RJ6EXCGYSBFLZHU56EKU6Q}

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	2026-07-05T11:44:44.474084Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1bdba8a7c4b88d8904abc9e9df1154f406989d4253cf398c609bd5f700c6c87e

Aliases

arxiv: 2501.13818 · arxiv_version: 2501.13818v2 · doi: 10.48550/arxiv.2501.13818 · pith_short_12: DPN2RJ6EXCGY · pith_short_16: DPN2RJ6EXCGYSBFL · pith_short_8: DPN2RJ6E

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/DPN2RJ6EXCGYSBFLZHU56EKU6Q \
  | 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: 1bdba8a7c4b88d8904abc9e9df1154f406989d4253cf398c609bd5f700c6c87e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a4ac37a16cd817f07c9bbafa3d69ee13e2bef2129487da226885c6c70aa3cf7",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-01-23T16:39:09Z",
    "title_canon_sha256": "73039fece1a4e598e6374acd732d179f590615141c047d2fd1ded0e12be1fa97"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.13818",
    "kind": "arxiv",
    "version": 2
  }
}