Paper Citation Record · LEDGER

Large Language Models in Mental Health Care: a Scoping Review

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2401.02984.

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

pith.paper-citation-record.v1
2401.02984 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:17:04.616365Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T21:47:27.594051Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 44f6a4cb-d124-427a-b7b8-c0f094049b95 · inbound

A Multi-Agent Dual Dialogue System to Support Mental Health Care Providers cites this paper.

A Multi-Agent Dual Dialogue System to Support Mental Health Care Providers Large Language Models in Mental Health Care: a Scoping Review

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T11:17:04.616365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 930f44ea-9a55-4c7f-b457-cd224c2341a8 · inbound

Detecting Conversational Mental Manipulation with Intent-Aware Prompting cites this paper.

Detecting Conversational Mental Manipulation with Intent-Aware Prompting Large Language Models in Mental Health Care: a Scoping Review

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T17:54:48.777184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ba0e8e2-ff9e-4e00-a98d-ad13de2dd83d · inbound

Harnessing Large Language Models for Mental Health: Opportunities, Challenges, and Ethical Considerations cites this paper.

Harnessing Large Language Models for Mental Health: Opportunities, Challenges, and Ethical Considerations Large Language Models in Mental Health Care: a Scoping Review

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T16:21:21.104284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f0b94ce-1f55-402b-afc0-a02b44fde659 · inbound

Normative Evaluation of Large Language Models with Everyday Moral Dilemmas cites this paper.

Normative Evaluation of Large Language Models with Everyday Moral Dilemmas Large Language Models in Mental Health Care: a Scoping Review

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-10T00:49:56.985184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4027387-bc27-43cd-9db1-8d0646b61d6f · inbound

AI-Augmented LLMs Achieve Therapist-Level Responses in Motivational Interviewing cites this paper.

AI-Augmented LLMs Achieve Therapist-Level Responses in Motivational Interviewing Large Language Models in Mental Health Care: a Scoping Review

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:49.915412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae2435ed-bd66-4a86-a85d-972d6d2caec2 · inbound

From Reddit to Generative AI: Evaluating Large Language Models for Anxiety Support Fine-tuned on Social Media Data cites this paper.

From Reddit to Generative AI: Evaluating Large Language Models for Anxiety Support Fine-tuned on Social Media Data Large Language Models in Mental Health Care: a Scoping Review

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:35:03.736626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bf9d6fa-7597-486b-b4d6-efa0317fb6df · inbound

`For Argument's Sake, Show Me How to Harm Myself!': Jailbreaking LLMs in Suicide and Self-Harm Contexts cites this paper.

`For Argument's Sake, Show Me How to Harm Myself!': Jailbreaking LLMs in Suicide and Self-Harm Contexts Large Language Models in Mental Health Care: a Scoping Review

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T21:05:18.117935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43cf6931-f1cb-449a-b0ce-d8e9db0def6f · inbound

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing cites this paper.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Large Language Models in Mental Health Care: a Scoping Review

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T19:29:05.296046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa1f9972-76ae-4c99-8592-f9293629207a · inbound

An Offline Mobile Conversational Agent for Mental Health Support: Learning from Emotional Dialogues and Psychological Texts with Student-Centered Evaluation cites this paper.

An Offline Mobile Conversational Agent for Mental Health Support: Learning from Emotional Dialogues and Psychological Texts with Student-Centered Evaluation Large Language Models in Mental Health Care: a Scoping Review

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T18:22:16.331743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4a26359-1216-4d67-a3d2-e06633d01a72 · inbound

LLMs vs. Chinese Anime Enthusiasts: A Comparative Study on Emotionally Supportive Role-Playing cites this paper.

LLMs vs. Chinese Anime Enthusiasts: A Comparative Study on Emotionally Supportive Role-Playing Large Language Models in Mental Health Care: a Scoping Review

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T22:46:28.415004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de2cfb14-2a0e-4e8c-a01a-24c9ce32fed8 · inbound

AI in Mental Health: Emotional and Sentiment Analysis of Large Language Models' Responses to Depression, Anxiety, and Stress Queries cites this paper.

AI in Mental Health: Emotional and Sentiment Analysis of Large Language Models' Responses to Depression, Anxiety, and Stress Queries Large Language Models in Mental Health Care: a Scoping Review

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T20:06:13.287103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3955281-bbe4-4c93-9441-662e988cc14b · inbound

DySRec: Dynamic Context-Aware Psychometric Scale Recommendation via Multi-Agent Collaboration cites this paper.

DySRec: Dynamic Context-Aware Psychometric Scale Recommendation via Multi-Agent Collaboration Large Language Models in Mental Health Care: a Scoping Review

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:06:07.123723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6d7f6f51-ebdd-4a4c-bef4-c1c9b48a85c1 · inbound

Beyond Accuracy: Interpreting Topic Representation in Suicide Ideation Detection Models cites this paper.

Beyond Accuracy: Interpreting Topic Representation in Suicide Ideation Detection Models Large Language Models in Mental Health Care: a Scoping Review

Reference 35

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T16:37:09.516101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a41bbe0e-a010-4cb4-848f-3b7608296ed6 · inbound

One Year Later...The Harms Persist, But So Do We! cites this paper.

One Year Later...The Harms Persist, But So Do We! Large Language Models in Mental Health Care: a Scoping Review

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-01T06:35:29.492345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 27ecc804-a78f-4606-a304-b6c9e2f51993 · inbound

One Year Later...The Harms Persist, But So Do We! cites this paper.

One Year Later...The Harms Persist, But So Do We! Large Language Models in Mental Health Care: a Scoping Review

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-02T21:47:27.595544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.