Pith Number

pith:XIPAWPOV

pith:2023:XIPAWPOV7ZKTW5MGMVLUQVS3SW

not attested not anchored not stored refs pending

Uncertainty Aware Training to Improve Deep Learning Model Calibration for Classification of Cardiac MR Images

Andrew P. King, Baldeep S. Sidhua, Bradley Porter, Bram Ruijsink, Chen Chen, Christopher A. Rinaldi, Esther Puyol-Anton, Justin Goulda, Mark K. Elliott, Reza Razavi, Tareen Dawood, Vishal Mehta

arxiv:2308.15141 v1 · 2023-08-29 · eess.IV · 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{XIPAWPOV7ZKTW5MGMVLUQVS3SW}

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	2026-07-05T06:45:44.037148Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba1e0b3dd5fe553b7586655748565b95bf1383606eb84f3bc02c594205de348d

Aliases

arxiv: 2308.15141 · arxiv_version: 2308.15141v1 · doi: 10.48550/arxiv.2308.15141 · pith_short_12: XIPAWPOV7ZKT · pith_short_16: XIPAWPOV7ZKTW5MG · pith_short_8: XIPAWPOV

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/XIPAWPOV7ZKTW5MGMVLUQVS3SW \
  | 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: ba1e0b3dd5fe553b7586655748565b95bf1383606eb84f3bc02c594205de348d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "abf46473d346448452acc3b02ad8c0b31eb798d4be4cb74a118c11d9656e3bbd",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2023-08-29T09:19:49Z",
    "title_canon_sha256": "68bef1f89276fe9fd30ab337f7b9af6d6da954aced56db73b2ad1208e5de12dd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.15141",
    "kind": "arxiv",
    "version": 1
  }
}