Pith. sign in
Pith Number

pith:3GWS7EGK

pith:2019:3GWS7EGKZVNO45OBEPRFZDHF5D
not attested not anchored not stored refs pending

Analysis of an Automated Machine Learning Approach in Brain Predictive Modelling: A data-driven approach to Predict Brain Age from Cortical Anatomical Measures

Andrew M. McIntosh, Federico Turkheimer, Heather C. Whalley, James H. Cole, Jessica Dafflon, Mathew A. Harris, Peter J. Hellyer, Robert Leech, Simon R. Cox, Walter H.L Pinaya

arxiv:1910.03349 v1 · 2019-10-08 · q-bio.NC · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{3GWS7EGKZVNO45OBEPRFZDHF5D}

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 2026-07-05T00:10:20.342616Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d9ad2f90cacd5aee75c123e25c8ce5e8f3dc8131677736b0246cac39b217a63d

Aliases

arxiv: 1910.03349 · arxiv_version: 1910.03349v1 · doi: 10.48550/arxiv.1910.03349 · pith_short_12: 3GWS7EGKZVNO · pith_short_16: 3GWS7EGKZVNO45OB · pith_short_8: 3GWS7EGK
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3GWS7EGKZVNO45OBEPRFZDHF5D \
  | 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: d9ad2f90cacd5aee75c123e25c8ce5e8f3dc8131677736b0246cac39b217a63d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "80a2adba5ba32111828794f6bff97fa11ccb066d61822a9c042786612a47d427",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-bio.NC",
    "submitted_at": "2019-10-08T11:54:43Z",
    "title_canon_sha256": "5be013a20aebf848f31d6be5bc3c859997c568a5d4b03e0a4070e09784daee7a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.03349",
    "kind": "arxiv",
    "version": 1
  }
}