Pith Number

pith:G5ZBHFZV

pith:2023:G5ZBHFZVUK5XLU67MAQVSTYRFB

not attested not anchored not stored refs pending

A Meta-Learning Method for Estimation of Causal Excursion Effects to Assess Time-Varying Moderation

Jieru Shi, Walter Dempsey

arxiv:2306.16297 v4 · 2023-06-28 · stat.ME · 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{G5ZBHFZVUK5XLU67MAQVSTYRFB}

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

A Novel Tool for Evaluating Effect Modification in Older Adults with ADRD Using Medicare Claims

Receipt and verification

First computed	2026-07-05T11:51:13.326050Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3772139735a2bb75d3df6021594f112862bd388b22bf304104b087722003fba4

Aliases

arxiv: 2306.16297 · arxiv_version: 2306.16297v4 · doi: 10.48550/arxiv.2306.16297 · pith_short_12: G5ZBHFZVUK5X · pith_short_16: G5ZBHFZVUK5XLU67 · pith_short_8: G5ZBHFZV

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/G5ZBHFZVUK5XLU67MAQVSTYRFB \
  | 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: 3772139735a2bb75d3df6021594f112862bd388b22bf304104b087722003fba4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6df11be457b984e6541fa780e93ffabb64390b715acd962529f8149af71eb32d",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2023-06-28T15:19:33Z",
    "title_canon_sha256": "ed3e21f1d15d558b70d8c119a87139988711f2d21802480f7bc79259147945e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.16297",
    "kind": "arxiv",
    "version": 4
  }
}