Pith Number

pith:LMKRYSY2

pith:2024:LMKRYSY26LQV43JIVYEA45E2EX

not attested not anchored not stored refs pending

Large Language Models as Co-Pilots for Causal Inference in Medical Studies

Ahmed Alaa, Emre K{\i}c{\i}man, Laura B. Balzer, Mark van der Laan, Maya Petersen, Rachael V. Phillips

arxiv:2407.19118 v1 · 2024-07-26 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LMKRYSY26LQV43JIVYEA45E2EX}

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

2 papers in Pith

From Text to Discovery: How Large Language Models Are Reshaping Research Across Scientific and Humanistic Disciplines

Treatment, evidence, imitation, and chat

Receipt and verification

First computed	2026-07-05T08:49:14.426901Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b151c4b1af2e15e6d28ae080e749a25d01ddc4144bfc59a5fc60b3210732624

Aliases

arxiv: 2407.19118 · arxiv_version: 2407.19118v1 · doi: 10.48550/arxiv.2407.19118 · pith_short_12: LMKRYSY26LQV · pith_short_16: LMKRYSY26LQV43JI · pith_short_8: LMKRYSY2

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/LMKRYSY26LQV43JIVYEA45E2EX \
  | 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: 5b151c4b1af2e15e6d28ae080e749a25d01ddc4144bfc59a5fc60b3210732624

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d0d3a916d84af71b872b8a5a8cf0bc06bb53f58e8cb35547707a9bafe31e712",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-07-26T22:43:15Z",
    "title_canon_sha256": "d9da378f479a86419ad11c3bfbc9ea71e7bade5dc76b4248c241b51b866a3132"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.19118",
    "kind": "arxiv",
    "version": 1
  }
}