Pith Number

pith:G2T3XCFF

pith:2025:G2T3XCFFCIHDEY5YQDOVYCGC2E

not attested not anchored not stored refs pending

Enhanced Large Language Models for Effective Screening of Depression and Anxiety

June M. Liu, Mengxia Gao, Minlie Huang, Sahand Sabour, Tatia M.C. Lee, Zhuang Chen

arxiv:2501.08769 v2 · 2025-01-15 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G2T3XCFFCIHDEY5YQDOVYCGC2E}

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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

Speech-Based Cognitive Screening: A Systematic Evaluation of LLM Adaptation Strategies

Can We Trust LLMs for Mental Health Screening? Consistency, ASR Robustness, and Evidence Faithfulness

Receipt and verification

First computed	2026-07-05T10:05:16.460271Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36a7bb88a5120e3263b880dd5c08c2d117c03acdaca0749abc14cb6520a3406d

Aliases

arxiv: 2501.08769 · arxiv_version: 2501.08769v2 · doi: 10.48550/arxiv.2501.08769 · pith_short_12: G2T3XCFFCIHD · pith_short_16: G2T3XCFFCIHDEY5Y · pith_short_8: G2T3XCFF

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/G2T3XCFFCIHDEY5YQDOVYCGC2E \
  | 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: 36a7bb88a5120e3263b880dd5c08c2d117c03acdaca0749abc14cb6520a3406d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "408167a5fec66ae4353badf169124da65a050f4af3e315945e475dee44f0212d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-15T12:42:09Z",
    "title_canon_sha256": "af0592983f3038427c90ba345260a479b2265c1f8248ba938a326c34b80cc3cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.08769",
    "kind": "arxiv",
    "version": 2
  }
}