Pith Number

pith:EMUYBYCT

pith:2023:EMUYBYCTDSZUXSTFLYISL7MIOK

not attested not anchored not stored refs pending

STREAMLINE: An Automated Machine Learning Pipeline for Biomedicine Applied to Examine the Utility of Photography-Based Phenotypes for OSA Prediction Across International Sleep Centers

Allan Pack, Bhajan Singh, Brendan T. Keenan, Danielle L. Mowery, Diego R. Mazzotti, Fang Han, Greg Maislin, Harsh Bandhey, Lia Bittencourt, Nigel McArdle, Ning-Hung Chen, Peter A. Cistulli, Philip de Chazal, Qing Yun Li, Richard J. Schwab, Ryan J. Urbanowicz, Sergio Tufik, Shannon M. Lynch, Sy Hwang, Thomas Penzel, Thorarinn Gislason, Ulysses J. Magalang

arxiv:2312.05461 v1 · 2023-12-09 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EMUYBYCTDSZUXSTFLYISL7MIOK}

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	2026-07-05T07:22:04.851691Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

232980e0531cb34bca655e1125fd8872b1ce2e51aed88fd2206776d2421910e0

Aliases

arxiv: 2312.05461 · arxiv_version: 2312.05461v1 · doi: 10.48550/arxiv.2312.05461 · pith_short_12: EMUYBYCTDSZU · pith_short_16: EMUYBYCTDSZUXSTF · pith_short_8: EMUYBYCT

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/EMUYBYCTDSZUXSTFLYISL7MIOK \
  | 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: 232980e0531cb34bca655e1125fd8872b1ce2e51aed88fd2206776d2421910e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "79938fd288ffd7dce072e4115849b76352f96e129fe9bbf0a35af74889232fe9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-09T04:12:38Z",
    "title_canon_sha256": "6d13f187e387c0cef6960f92fe22ba43e811b424a02c34aa3d2f9918f547e37e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.05461",
    "kind": "arxiv",
    "version": 1
  }
}