Pith Number

pith:PUAU4ZF4

pith:2024:PUAU4ZF4M3CPGM7GL5JDK6H7M2

not attested not anchored not stored refs pending

The Need for Guardrails with Large Language Models in Medical Safety-Critical Settings: An Artificial Intelligence Application in the Pharmacovigilance Ecosystem

Andrew Bate, Andrew Beam, Chiho Sato, Darmendra Ramcharran, Greg Powell, Jeffery L Painter, Joe B Hakim, Paulina Sobczak, Vijay Kara

arxiv:2407.18322 v2 · 2024-07-01 · cs.CL · cs.AI · cs.CY · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PUAU4ZF4M3CPGM7GL5JDK6H7M2}

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

3 papers in Pith

When Medical Safety Alignment Fails: A Benchmark for Evaluating LLMs on High-Risk Medical Queries

Boundary-targeted Membership Inference Attacks on Safety Classifiers

Receipt and verification

First computed	2026-07-05T09:03:01.670770Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d014e64bc66c4f333e65f523578ff66a24f47d0bb83bf4c50d1e33458c0d170

Aliases

arxiv: 2407.18322 · arxiv_version: 2407.18322v2 · doi: 10.48550/arxiv.2407.18322 · pith_short_12: PUAU4ZF4M3CP · pith_short_16: PUAU4ZF4M3CPGM7G · pith_short_8: PUAU4ZF4

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/PUAU4ZF4M3CPGM7GL5JDK6H7M2 \
  | 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: 7d014e64bc66c4f333e65f523578ff66a24f47d0bb83bf4c50d1e33458c0d170

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8d9d7501747729446d8c7000d259c87f2700d13bb2991150e4affb09d50ea80",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-01T19:52:41Z",
    "title_canon_sha256": "d3ecff4d0be93f07b31dddceb88e900c379e5719671d23bd7859a705c8d9666c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.18322",
    "kind": "arxiv",
    "version": 2
  }
}