Pith Number

pith:MFPABNMW

pith:2022:MFPABNMWZD2Y43Y666INAT3S6A

not attested not anchored not stored refs pending

Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis

Alan Tucholka, Benjamin Lambert, Florence Forbes, Harmonie Dehaene, Michel Dojat, Senan Doyle

arxiv:2210.03736 v1 · 2022-10-05 · eess.IV · 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{MFPABNMWZD2Y43Y666INAT3S6A}

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

AquaSignal: An Integrated Framework for Robust Underwater Acoustic Analysis

Receipt and verification

First computed	2026-07-05T05:04:31.849547Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

615e00b596c8f58e6f1ef790d04f72f038653ea44a09a879f13c2702c9b9ff88

Aliases

arxiv: 2210.03736 · arxiv_version: 2210.03736v1 · doi: 10.48550/arxiv.2210.03736 · pith_short_12: MFPABNMWZD2Y · pith_short_16: MFPABNMWZD2Y43Y6 · pith_short_8: MFPABNMW

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/MFPABNMWZD2Y43Y666INAT3S6A \
  | 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: 615e00b596c8f58e6f1ef790d04f72f038653ea44a09a879f13c2702c9b9ff88

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d9911b751c722fc4e84cc6802d2b915fc4ebabdc25800a9841246c7c82c4bccd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2022-10-05T07:01:06Z",
    "title_canon_sha256": "5d3550103c5d4ff611f93de41050f3d13f3c95cac989c2281fe90bbae0cd19c8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.03736",
    "kind": "arxiv",
    "version": 1
  }
}