Paper Citation Record · LEDGER

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

As of 21 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 1 inbound Pith citation observation for arXiv:2502.00025.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.00025 v4

Coverage vector

measured 8 of 8 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:28:14.620332Z

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:00:11.644591Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-10T05:30:23.456663Z

Reference resolution

8 of 8 outbound references displayed

verified exact0
verified fuzzy4
unresolved1
parse uncertain0
malformed identifier3
metadata mismatch0

External citation measurements

1
pith, observed 2026-08-10T05:30:23.456663Z

Outbound references

Observation c46ea0a5-7264-4c28-81e4-acbf28af8874 · outbound

This paper cites Chest pain,.

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

Reference 2

Resolution: malformed identifier; raw_fallback, observed 2026-08-10T17:28:14.738733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5dedba23-9bdd-445a-abea-2b6acfa0243f · outbound

This paper cites Unclear/Other.

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

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:28:14.726978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b688af1f-ba6b-41d2-ac5d-d36140da401a · outbound

This paper cites The first layer focuses on enriching the input data through LLM-driven processing of free-text fields, including chief complaints and SDoH.

Explainable AI for Mental Health Emergency Returns: Integrating LLMs with Predictive Modeling The first layer focuses on enriching the input data through LLM-driven processing of free-text fields, including chief complaints and SDoH

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:28:14.714768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 55736186-fc91-4c93-b3b8-5031c873b5e1 · outbound

This paper cites History of use, unsure if still using.

Explainable AI for Mental Health Emergency Returns: Integrating LLMs with Predictive Modeling History of use, unsure if still using

Reference 7

Resolution: malformed identifier; raw_fallback, observed 2026-08-10T17:28:14.676741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0cbff8a3-b505-4fda-8454-518f08f3b46a · outbound

This paper cites frequent visits.

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

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:28:14.663633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 267cf74a-131c-42c7-afd9-f50b02d41da4 · outbound

This paper cites References 1.

Explainable AI for Mental Health Emergency Returns: Integrating LLMs with Predictive Modeling References 1

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:28:14.702638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 89a75787-384c-4046-9336-25592b80d868 · outbound

This paper cites I can't stop vomiting.

Explainable AI for Mental Health Emergency Returns: Integrating LLMs with Predictive Modeling I can't stop vomiting

Reference 10

Resolution: malformed identifier; raw_fallback, observed 2026-08-10T17:28:14.690099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cb905890-35a2-4707-92c8-a15d7110ca00 · outbound

This paper cites Large Language Models in Healthcare.

Explainable AI for Mental Health Emergency Returns: Integrating LLMs with Predictive Modeling Large Language Models in Healthcare

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T17:28:14.608547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 4111462a-6ce9-42c0-ab19-8f78d5e12182 · inbound

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

HypoChainer: A Collaborative System Combining LLMs and Knowledge Graphs for Hypothesis-Driven Scientific Discovery Explainable AI for Mental Health Emergency Returns: Integrating LLMs with Predictive Modeling

Reference 2025

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:00:12.369284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.