Pith Number

pith:36HXRP5A

pith:2020:36HXRP5AKAVHO27FU3YCFT2VSB

not attested not anchored not stored refs pending

An Overview and Case Study of the Clinical AI Model Development Life Cycle for Healthcare Systems

Brad Wright, Charles Lu, Fabiola Bezerra De Carvalho Marcruz, Julia Strout, Katherine Andriole, Romane Gauriau, Varun Buch

arxiv:2003.07678 v3 · 2020-03-02 · cs.CY · cs.LG · cs.SE · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{36HXRP5AKAVHO27FU3YCFT2VSB}

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	2026-07-05T03:14:51.311874Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df8f78bfa0502a776be5a6f022cf559066a975f49d45ff8f65a9b4e65b007d68

Aliases

arxiv: 2003.07678 · arxiv_version: 2003.07678v3 · doi: 10.48550/arxiv.2003.07678 · pith_short_12: 36HXRP5AKAVH · pith_short_16: 36HXRP5AKAVHO27F · pith_short_8: 36HXRP5A

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/36HXRP5AKAVHO27FU3YCFT2VSB \
  | 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: df8f78bfa0502a776be5a6f022cf559066a975f49d45ff8f65a9b4e65b007d68

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e427e5b55cfde44e197bd1a9f4d0817a9815850f0e611dd318dbde9ce5d6e1a6",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SE",
      "eess.IV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2020-03-02T21:35:13Z",
    "title_canon_sha256": "67f6b274094e1499fbd1bf730d62fd55aa489ef571881a11ceaeed94b946dd94"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.07678",
    "kind": "arxiv",
    "version": 3
  }
}