Pith Number

pith:P57ONOTU

pith:2025:P57ONOTUVIOTYI2JQ2LA4NRMCX

not attested not anchored not stored refs pending

Systematic Evaluation of Machine-Generated Reasoning and PHQ-9 Labeling for Depression Detection Using Large Language Models

Chenhan Wang, K.P. Subbalakshmi, Xin Wang, Zhanyang Liu, Zongru Shao

arxiv:2505.17119 v1 · 2025-05-21 · cs.CL · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P57ONOTUVIOTYI2JQ2LA4NRMCX}

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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

1 paper in Pith

From Pre-trained Models to Large Language Models: A Comprehensive Survey of AI-Driven Psychological Computing

Receipt and verification

First computed	2026-07-05T11:07:47.399447Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f7ee6ba74aa1d3c234986960e362c15c89df4b79cfc1e63014ab6706c8ac271

Aliases

arxiv: 2505.17119 · arxiv_version: 2505.17119v1 · doi: 10.48550/arxiv.2505.17119 · pith_short_12: P57ONOTUVIOT · pith_short_16: P57ONOTUVIOTYI2J · pith_short_8: P57ONOTU

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/P57ONOTUVIOTYI2JQ2LA4NRMCX \
  | 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: 7f7ee6ba74aa1d3c234986960e362c15c89df4b79cfc1e63014ab6706c8ac271

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "845fc5bbf5e35601059599571847f338581f193c1eef93655217fdd22ffb6993",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-21T16:30:50Z",
    "title_canon_sha256": "3d4512add5ed0991f5fdac8065c3f94df06ff4f0e56b46105afc5395bd2ab491"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.17119",
    "kind": "arxiv",
    "version": 1
  }
}