Pith Number

pith:TOQVSOV6

pith:2023:TOQVSOV6J44C2LCYRJD24OA5NE

not attested not anchored not stored refs pending

Performance of externally validated machine learning models based on histopathology images for the diagnosis, classification, prognosis, or treatment outcome prediction in female breast cancer: A systematic review

Andrew P. Norgan, Ashirbani Saha, Clinton J.V. Campbell, Cynthia Lokker, Peyman Nejat, Ricardo Gonzalez

arxiv:2312.06697 v1 · 2023-12-09 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TOQVSOV6J44C2LCYRJD24OA5NE}

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	2026-07-05T07:22:51.674000Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ba1593abe4f382d2c588a47ae381d693b3e20c15bef87dd98803bbe3012fd1f

Aliases

arxiv: 2312.06697 · arxiv_version: 2312.06697v1 · doi: 10.48550/arxiv.2312.06697 · pith_short_12: TOQVSOV6J44C · pith_short_16: TOQVSOV6J44C2LCY · pith_short_8: TOQVSOV6

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/TOQVSOV6J44C2LCYRJD24OA5NE \
  | 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: 9ba1593abe4f382d2c588a47ae381d693b3e20c15bef87dd98803bbe3012fd1f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27b3336e0a73f9bcf6a12a85d6f16c64f18406bac3a7f025454fe1644229f9d1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-09T18:27:56Z",
    "title_canon_sha256": "75b1377597f57d5e252ce202666f1c563d7ac691471b42abcdb631ee0d4743f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.06697",
    "kind": "arxiv",
    "version": 1
  }
}