Pith Number

pith:I5P4WB5B

pith:2025:I5P4WB5BHWGNV76VRFHGSEMJQU

not attested not anchored not stored refs pending

Explainable AI for Mental Health Emergency Returns: Integrating LLMs with Predictive Modeling

Abdulaziz Ahmed, Ahmed Alhassan, Badari Birur, Bradley G Burk, Mohammad Saleem, Mohammed Ali Al-Garadi, Mohammed Alzeen, Rachel E Fargason

arxiv:2502.00025 v4 · 2025-01-21 · cs.LG · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I5P4WB5BHWGNV76VRFHGSEMJQU}

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

HypoChainer: A Collaborative System Combining LLMs and Knowledge Graphs for Hypothesis-Driven Scientific Discovery

Receipt and verification

First computed	2026-07-05T11:32:24.034474Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

475fcb07a13d8cdaffd5894e69118985084e5554a8c5799d3dd8c91f733f3e65

Aliases

arxiv: 2502.00025 · arxiv_version: 2502.00025v4 · doi: 10.48550/arxiv.2502.00025 · pith_short_12: I5P4WB5BHWGN · pith_short_16: I5P4WB5BHWGNV76V · pith_short_8: I5P4WB5B

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/I5P4WB5BHWGNV76VRFHGSEMJQU \
  | 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: 475fcb07a13d8cdaffd5894e69118985084e5554a8c5799d3dd8c91f733f3e65

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "06ca702e41730120351c3ac3c72ca4ae62a30c02e322312aba6a8964c29e3e60",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-21T15:41:20Z",
    "title_canon_sha256": "096305f34ec5ec7333f7e168f95762c57604ac091accda224d52f2e67022c631"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.00025",
    "kind": "arxiv",
    "version": 4
  }
}