Pith Number

pith:5JNAD7YC

pith:2023:5JNAD7YCBKAPNPF7DF4U5XFI4X

not attested not anchored not stored refs pending

RoME: A Robust Mixed-Effects Bandit Algorithm for Optimizing Mobile Health Interventions

Alexander Moreno, Easton K. Huch, Jessica R. Golbus, Jieru Shi, Madeline R. Abbott, Walter H. Dempsey

arxiv:2312.06403 v4 · 2023-12-11 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5JNAD7YCBKAPNPF7DF4U5XFI4X}

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	2026-07-05T10:01:10.923067Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea5a01ff020a80f6bcbf19794edca8e5f00496ec0123534d4fd2cc7d6ca7ae5f

Aliases

arxiv: 2312.06403 · arxiv_version: 2312.06403v4 · doi: 10.48550/arxiv.2312.06403 · pith_short_12: 5JNAD7YCBKAP · pith_short_16: 5JNAD7YCBKAPNPF7 · pith_short_8: 5JNAD7YC

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/5JNAD7YCBKAPNPF7DF4U5XFI4X \
  | 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: ea5a01ff020a80f6bcbf19794edca8e5f00496ec0123534d4fd2cc7d6ca7ae5f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89621c0b33f4dfa4fefc876f7c8c73ca698376d3628341380333dc43b9eab5cb",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-12-11T14:24:24Z",
    "title_canon_sha256": "bcbb2088d341ab8b36aeed1d2384e154eb1397246bcfc6d5d9b55071849b2179"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.06403",
    "kind": "arxiv",
    "version": 4
  }
}