Pith Number

pith:CUT6QMA6

pith:2026:CUT6QMA6AKBJLUXZWR73F6ATPH

not attested not anchored not stored refs pending

Bayesian uncertainty estimation improves clinical decision making in medical AI agents

Christiane Kuhl, Daniel Truhn, Dyke Ferber, Frederik Hauke, Jakob Nikolas Kather, Patrick Wienholt, Sven Nebelung

arxiv:2607.20582 v1 · 2026-07-22 · cs.LG · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CUT6QMA6AKBJLUXZWR73F6ATPH}

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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.

Receipt and verification

First computed	2026-07-24T00:23:23.775597Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1527e8301e028295d2f9b47fb2f81379fd71db32bd314dcc345429c41680abf2

Aliases

arxiv: 2607.20582 · arxiv_version: 2607.20582v1 · doi: 10.48550/arxiv.2607.20582 · pith_short_12: CUT6QMA6AKBJ · pith_short_16: CUT6QMA6AKBJLUXZ · pith_short_8: CUT6QMA6

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/CUT6QMA6AKBJLUXZWR73F6ATPH \
  | 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: 1527e8301e028295d2f9b47fb2f81379fd71db32bd314dcc345429c41680abf2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "810db1c9a7fc22d9a01f39ae2053e1b1daf496ea8a65275b4f1c3aadae132019",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-22T11:54:23Z",
    "title_canon_sha256": "14f42e0ba806ee8f86b8b4eb3c8a5b5ff9a3d7e9ce8e1c76d434a6823dd2fc73"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.20582",
    "kind": "arxiv",
    "version": 1
  }
}