Pith Number

pith:OCGFHCT2

pith:2020:OCGFHCT2K7JXCX6FNTOJW3IDKP

not attested not anchored not stored refs pending

Democratizing Artificial Intelligence in Healthcare: A Study of Model Development Across Two Institutions Incorporating Transfer Learning

Barbaros Selnur Erdal, Brian Ghoshhajra, Daguang Xu, Dong Yang, Holger Roth, Ittai Dayan, Marcio A.B.C. Rockenbach, Mona G. Flores, Olga Laur, Richard D White, Varun Buch3, Vikash Gupta1

arxiv:2009.12437 v1 · 2020-09-25 · eess.IV · 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{OCGFHCT2K7JXCX6FNTOJW3IDKP}

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	2026-07-05T01:38:04.922665Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

708c538a7a57d3715fc56cdc9b6d0353dc727ed8871ca4a5890a7dfc307cb66e

Aliases

arxiv: 2009.12437 · arxiv_version: 2009.12437v1 · doi: 10.48550/arxiv.2009.12437 · pith_short_12: OCGFHCT2K7JX · pith_short_16: OCGFHCT2K7JXCX6F · pith_short_8: OCGFHCT2

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/OCGFHCT2K7JXCX6FNTOJW3IDKP \
  | 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: 708c538a7a57d3715fc56cdc9b6d0353dc727ed8871ca4a5890a7dfc307cb66e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd1b494fb622437685e0beaec68ba47b9edf0a0780f813b48ea88c5bbadc3b47",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2020-09-25T21:12:50Z",
    "title_canon_sha256": "f86571479e4d9ace5e20ab9a5315c078750a7e12fd5cb3e5e5923dca9ada6487"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.12437",
    "kind": "arxiv",
    "version": 1
  }
}