Pith Number

pith:LQYJQJLX

pith:2024:LQYJQJLX53C24W6I7O4MV7JL6G

not attested not anchored not stored refs pending

Scoping review of methodology for aiding generalisability and transportability of clinical prediction models

Glen P. Martin, Kritchavat Ploddi, Matthew Sperrin, Maurice M. O'Connell

arxiv:2412.04275 v1 · 2024-12-05 · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LQYJQJLX53C24W6I7O4MV7JL6G}

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	2026-07-05T09:45:01.869900Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c30982577eec5ae5bc8fbb8cafd2bf1a15fdf40f1beee787b6b942c3fb94828

Aliases

arxiv: 2412.04275 · arxiv_version: 2412.04275v1 · doi: 10.48550/arxiv.2412.04275 · pith_short_12: LQYJQJLX53C2 · pith_short_16: LQYJQJLX53C24W6I · pith_short_8: LQYJQJLX

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/LQYJQJLX53C24W6I7O4MV7JL6G \
  | 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: 5c30982577eec5ae5bc8fbb8cafd2bf1a15fdf40f1beee787b6b942c3fb94828

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "06ccd22c287ba5f99c2738f1f8b5936f6a580e5f42b4aaea71156f12ba55a4cc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2024-12-05T15:56:56Z",
    "title_canon_sha256": "fd69a88b925ccd9da7e5b313d0dafc641a13cc284dbf3e8414e98ba7824fb000"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.04275",
    "kind": "arxiv",
    "version": 1
  }
}