Pith Number

pith:BHTRR5BD

pith:2026:BHTRR5BDALB6PWHV2JPZOUB6G2

not attested not anchored not stored refs pending

Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement

Ali Shojaie, Anran Huang, Fan Xia, F. Richard Guo, Jean Feng, Jialin Ouyang, Lucas Zier, Patrick Vossler

arxiv:2608.10339 v1 · 2026-08-11 · stat.ME · cs.AI · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BHTRR5BDALB6PWHV2JPZOUB6G2}

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	2026-08-12T00:23:54.545794Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

09e718f42302c3e7d8f5d25f97503e36b3ac9a86f0aeeb3416a70cb3931cbd3d

Aliases

arxiv: 2608.10339 · arxiv_version: 2608.10339v1 · doi: 10.48550/arxiv.2608.10339 · pith_short_12: BHTRR5BDALB6 · pith_short_16: BHTRR5BDALB6PWHV · pith_short_8: BHTRR5BD

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/BHTRR5BDALB6PWHV2JPZOUB6G2 \
  | 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: 09e718f42302c3e7d8f5d25f97503e36b3ac9a86f0aeeb3416a70cb3931cbd3d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a7c8fbbcd99b71224595408af5f4a0cc6503a811af00f0c7151a073b38be75eb",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2026-08-11T00:42:58Z",
    "title_canon_sha256": "8a6a511e859bbde60810c8d250788472b235a55e9cdc21a10778014c7a96b3c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.10339",
    "kind": "arxiv",
    "version": 1
  }
}