Pith Number

pith:VZF5KLR7

pith:2023:VZF5KLR73YKTEQMK5ZU6XDQ5U2

not attested not anchored not stored refs pending

Problems and shortcuts in deep learning for screening mammography

Ahmed Taha, Brent Mombourquette, Jason Su, Thomas Paul Matthews, Trevor Tsue, Yen Nhi Truong Vu

arxiv:2303.16417 v1 · 2023-03-29 · cs.CV · cs.LG · q-bio.QM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VZF5KLR73YKTEQMK5ZU6XDQ5U2}

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	2026-07-05T05:56:06.638190Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae4bd52e3fde1532418aee69eb8e1da6b191898ba826143bd372889e0ad34dbb

Aliases

arxiv: 2303.16417 · arxiv_version: 2303.16417v1 · doi: 10.48550/arxiv.2303.16417 · pith_short_12: VZF5KLR73YKT · pith_short_16: VZF5KLR73YKTEQMK · pith_short_8: VZF5KLR7

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/VZF5KLR73YKTEQMK5ZU6XDQ5U2 \
  | 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: ae4bd52e3fde1532418aee69eb8e1da6b191898ba826143bd372889e0ad34dbb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86125bc40bd48f132495be9725967eaa9f231281f1e2563e87845450df824f62",
    "cross_cats_sorted": [
      "cs.LG",
      "q-bio.QM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-03-29T02:50:59Z",
    "title_canon_sha256": "180a44a3fc2850fa30c6c7eb26b25a4e9eb9e482bfada9b64f0fc510c9898eb6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.16417",
    "kind": "arxiv",
    "version": 1
  }
}