Pith Number

pith:7FDVGL5A

pith:2024:7FDVGL5AF5WUWHC4D6ZWODVAV5

not attested not anchored not stored refs pending

Monitoring Fidelity of Online Reinforcement Learning Algorithms in Clinical Trials

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

arxiv:2402.17003 v2 · 2024-02-26 · cs.LG · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7FDVGL5AF5WUWHC4D6ZWODVAV5}

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	2026-07-05T08:54:35.983327Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f947532fa02f6d4b1c5c1fb3670ea0af68c4b498be5411ddd9e1672ed2967845

Aliases

arxiv: 2402.17003 · arxiv_version: 2402.17003v2 · doi: 10.48550/arxiv.2402.17003 · pith_short_12: 7FDVGL5AF5WU · pith_short_16: 7FDVGL5AF5WUWHC4 · pith_short_8: 7FDVGL5A

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/7FDVGL5AF5WUWHC4D6ZWODVAV5 \
  | 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: f947532fa02f6d4b1c5c1fb3670ea0af68c4b498be5411ddd9e1672ed2967845

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54008a57a4c3b44b47d74a483d17be0d5b39305a3971d5fb6176fbddf4f9f8d0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-26T20:19:14Z",
    "title_canon_sha256": "7d011821b6d61b96cbb0248046b0564eb8fadbc32b9b3ba35611ee72c8162d86"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.17003",
    "kind": "arxiv",
    "version": 2
  }
}