Pith Number

pith:BNRV3IOW

pith:2023:BNRV3IOW3FCWVO72GXQGAOZXF2

not attested not anchored not stored refs pending

DEPLOYR: A technical framework for deploying custom real-time machine learning models into the electronic medical record

Aakash Acharya, Conor K. Corbin, Jonathan H. Chen, Nigam H. Shah, Nikesh Kotecha, Rahul Thapa, Rob Maclay, Soumya Punnathanam, Sreedevi Mony

arxiv:2303.06269 v1 · 2023-03-11 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BNRV3IOW3FCWVO72GXQGAOZXF2}

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	2026-07-05T05:50:16.698594Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b635da1d6d9456abbfa35e0603b372eb63ff2b071bb5f5d84c75b9efe7d6f17

Aliases

arxiv: 2303.06269 · arxiv_version: 2303.06269v1 · doi: 10.48550/arxiv.2303.06269 · pith_short_12: BNRV3IOW3FCW · pith_short_16: BNRV3IOW3FCWVO72 · pith_short_8: BNRV3IOW

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/BNRV3IOW3FCWVO72GXQGAOZXF2 \
  | 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: 0b635da1d6d9456abbfa35e0603b372eb63ff2b071bb5f5d84c75b9efe7d6f17

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "730d8ef00ad29a8304315d33db17c0d1c066f0352393be7b629b126cdc9535e9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-11T01:11:24Z",
    "title_canon_sha256": "07744a79a795f1ab51f129dec2130a48fb037e7032a89ae52bf969eeee053f94"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.06269",
    "kind": "arxiv",
    "version": 1
  }
}