pith. sign in
Pith Number

pith:DFM5HRUO

pith:2022:DFM5HRUORMU25XCNYHQDTORTBY
not attested not anchored not stored refs pending

A hybrid Bayesian network for medical device risk assessment and management

Joshua Hunte, Martin Neil, Norman Fenton

arxiv:2209.03352 v1 · 2022-09-07 · cs.LG · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DFM5HRUORMU25XCNYHQDTORTBY}

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 2026-07-05T06:49:16.233866Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1959d3c68e8b29aedc4dc1e039ba330e188026524e2e8e3d80b6890365d29c73

Aliases

arxiv: 2209.03352 · arxiv_version: 2209.03352v1 · doi: 10.48550/arxiv.2209.03352 · pith_short_12: DFM5HRUORMU2 · pith_short_16: DFM5HRUORMU25XCN · pith_short_8: DFM5HRUO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DFM5HRUORMU25XCNYHQDTORTBY \
  | 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: 1959d3c68e8b29aedc4dc1e039ba330e188026524e2e8e3d80b6890365d29c73
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e4094af4776a4c26d10457de357b8b6d7fbd657908dfeebcbf9a4e37c2f63631",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-07T08:02:13Z",
    "title_canon_sha256": "24bc9e041a49cb5e48e76b0af2562688713cb0a70f52216ba4f7f94a007cd2db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.03352",
    "kind": "arxiv",
    "version": 1
  }
}