Pith Number

pith:WBH77UOD

pith:2024:WBH77UOD2PTOQGWUHB4YDCL5IN

not attested not anchored not stored refs pending

The opportunities and risks of large language models in mental health

Daniel J. McDuff, Hannah R. Lawrence, Maja J. Mataric, Megan Jones Bell, Renee A. Schneider, Susan B. Rubin

arxiv:2403.14814 v3 · 2024-03-21 · cs.CL · cs.AI · cs.CY · cs.HC · 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{WBH77UOD2PTOQGWUHB4YDCL5IN}

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

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers

Receipt and verification

First computed	2026-07-05T08:50:55.093888Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b04fffd1c3d3e6e81ad4387981897d4347916ffdf9d6f3c15406c3229fcccbfe

Aliases

arxiv: 2403.14814 · arxiv_version: 2403.14814v3 · doi: 10.48550/arxiv.2403.14814 · pith_short_12: WBH77UOD2PTO · pith_short_16: WBH77UOD2PTOQGWU · pith_short_8: WBH77UOD

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/WBH77UOD2PTOQGWUHB4YDCL5IN \
  | 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: b04fffd1c3d3e6e81ad4387981897d4347916ffdf9d6f3c15406c3229fcccbfe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "60627413e8d3bb7cc2652e472cef9bf15ac495d90f0b5a212cc5d3e1dbe405f6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "cs.HC",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-21T19:59:52Z",
    "title_canon_sha256": "0d2512f8b8760ba84b2f68668525afc5502152042173fb741317bfc1d63d05fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.14814",
    "kind": "arxiv",
    "version": 3
  }
}