Pith Number

pith:2OWMSF6Z

pith:2024:2OWMSF6ZHKDBTKZ5U7OYT2ST4Z

not attested not anchored not stored refs pending

A Deployed Online Reinforcement Learning Algorithm In An Oral Health Clinical Trial

Anna L. Trella, Finale Doshi-Velez, Hinal Jajal, Inbal Nahum-Shani, Kelly W. Zhang, Susan A. Murphy, Vivek Shetty

arxiv:2409.02069 v2 · 2024-09-03 · cs.AI · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2OWMSF6ZHKDBTKZ5U7OYT2ST4Z}

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.

Cited by

1 paper in Pith

Efficacy Analysis in Clinical Trials: A Comprehensive Review of Statistical and Machine Learning Approaches

Receipt and verification

First computed	2026-07-05T09:51:36.348567Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d3acc917d93a8619ab3da7dd89ea53e644c66d6281906c8172bc0706145c85bb

Aliases

arxiv: 2409.02069 · arxiv_version: 2409.02069v2 · doi: 10.48550/arxiv.2409.02069 · pith_short_12: 2OWMSF6ZHKDB · pith_short_16: 2OWMSF6ZHKDBTKZ5 · pith_short_8: 2OWMSF6Z

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/2OWMSF6ZHKDBTKZ5U7OYT2ST4Z \
  | 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: d3acc917d93a8619ab3da7dd89ea53e644c66d6281906c8172bc0706145c85bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "328f64da26e623aef14ee62e3e03f25edbeed6fc88e344a76fe31731707a20c1",
    "cross_cats_sorted": [
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-09-03T17:16:01Z",
    "title_canon_sha256": "e34bad6da78e2d885373fae1ab527f3f48dcfdcdbff9981054e0264ae7c0d449"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.02069",
    "kind": "arxiv",
    "version": 2
  }
}