Pith Number

pith:4TJXW2PZ

pith:2020:4TJXW2PZFQEFPH63KNNJCK5VYP

not attested not anchored not stored refs pending

Optimization of Genomic Classifiers for Clinical Deployment: Evaluation of Bayesian Optimization to Select Predictive Models of Acute Infection and In-Hospital Mortality

Elizabeth Tran, Kirindi Choi, Ljubomir Buturovic, Michael B. Mayhew, Nandita Damaraju, Roland Luethy, Uros Midic

arxiv:2003.12310 v3 · 2020-03-27 · cs.LG · q-bio.QM · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4TJXW2PZFQEFPH63KNNJCK5VYP}

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	2026-07-05T01:42:13.445012Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e4d37b69f92c08579fdb535a912bb5c3dd704fe2fa0aa16c5e3a8e6c35655db7

Aliases

arxiv: 2003.12310 · arxiv_version: 2003.12310v3 · doi: 10.48550/arxiv.2003.12310 · pith_short_12: 4TJXW2PZFQEF · pith_short_16: 4TJXW2PZFQEFPH63 · pith_short_8: 4TJXW2PZ

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/4TJXW2PZFQEFPH63KNNJCK5VYP \
  | 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: e4d37b69f92c08579fdb535a912bb5c3dd704fe2fa0aa16c5e3a8e6c35655db7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cfd9006573ed85327d4c890b6b042d97c350b7d3bc811473c88fd43c9ce9688e",
    "cross_cats_sorted": [
      "q-bio.QM",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-03-27T10:22:02Z",
    "title_canon_sha256": "8ce3f8db7099ffe04705735defa2fc32e0f1ba7762d21013240ea8d18b56eeb6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.12310",
    "kind": "arxiv",
    "version": 3
  }
}