Pith Number

pith:WLE5QFGW

pith:2023:WLE5QFGWUZMSLTGCES5BM5KRSZ

not attested not anchored not stored refs pending

Uncertainty-Aware Multiple-Instance Learning for Reliable Classification: Application to Optical Coherence Tomography

Bram van Ginneken, Carel B. Hoyng, Caroline C. W. Klaver, Clara I. S\'anchez, Coen de Vente

arxiv:2302.03116 v1 · 2023-02-06 · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WLE5QFGWUZMSLTGCES5BM5KRSZ}

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	2026-07-05T05:39:33.824021Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b2c9d814d6a65925ccc224ba167551965719501be8c3fba5f6cb7fb3f21cc3f0

Aliases

arxiv: 2302.03116 · arxiv_version: 2302.03116v1 · doi: 10.48550/arxiv.2302.03116 · pith_short_12: WLE5QFGWUZMS · pith_short_16: WLE5QFGWUZMSLTGC · pith_short_8: WLE5QFGW

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/WLE5QFGWUZMSLTGCES5BM5KRSZ \
  | 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: b2c9d814d6a65925ccc224ba167551965719501be8c3fba5f6cb7fb3f21cc3f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "64251c05d6f895091847b3192a1aa5f5d83e6b7f8c87f6b4a9fd63644e293f67",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2023-02-06T20:46:32Z",
    "title_canon_sha256": "0fd715860a5fa7258699fab428bcff16424d0053371c7746d14bdafc626650ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.03116",
    "kind": "arxiv",
    "version": 1
  }
}