Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers | Paper Citation Record

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Tarasoff v

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Robinson

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Unresolved cited work

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Creating Trustworthy LLMs: Dealing with Hallucinations in Healthcare AI

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Unresolved cited work

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Does Refusal Training in LLMs Generalize to the Past Tense?

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Beauchamp

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Bellack, Kim T

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Bishop, Matthew J

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Intelligent Clinical Documentation: Harnessing Generative AI for Patient-Centric Clinical Note Generation

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers The Foundation Model Transparency Index

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Unresolved cited work

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Dyer, Anna Gładka, and Neo Christopher Chung

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Brown and Jodi Halpern

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers The Turing Trap: The Promise & Peril of Human-Like Artificial Intelligence

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Unresolved cited work

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Quantifying Memorization Across Neural Language Models

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Feuston, and Jayhyun Chang

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers A Computational Framework for Behavioral Assessment of LLM Therapists

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Evaluating the Efficacy of Interactive Language Therapy Based on LLM for High-Functioning Autistic Adolescent Psychological Counseling

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Unresolved cited work

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Cross, Michael A

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Jung, Nicola Dell, Deborah Estrin, and James A

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Cunningham

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Mariano, Paul Wicks, and Athena Robinson

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Benefits and Harms of Large Language Models in Digital Mental Health

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Glenn Cohen

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Understanding Social Reasoning in Language Models with Language Models

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Risks from Language Models for Automated Mental Healthcare: Ethics and Structure for Implementation

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correction dated 2025-08-29. Source: crossref record 10.1371/journal.pmen.0000426->10.1371/journal.pmen.0000145:correction, observed 2026-07-11T02:58:58.325552+00:00. This notice travels one citation hop only.

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Heinz, Daniel M

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Observation 45249f84-84d1-4ede-a0a3-5beba506a89e · outbound

This paper cites Can Large Language Models Identify Authorship?.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Can Large Language Models Identify Authorship?

Reference 67

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Observation 88772f8c-e3b6-40e8-a744-23d01bf01699 · outbound

This paper cites Hull and Kush Mahan.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Hull and Kush Mahan

Reference 68

Resolution: verified exact; raw_fallback, observed 2026-08-16T10:21:37.303148Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation eb9caa9b-10b8-4e79-bc9d-6ac69d5be927 · outbound

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Therapy as an NLP Task: Psychologists' Comparison of LLMs and Human Peers in CBT

Reference 69

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Observation f1738278-a543-4453-8126-6b865d012526 · outbound

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Unresolved cited work

Reference 70

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Observation d13dcf18-62b8-4b2d-b5c2-e3ecfd530c09 · outbound

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Unresolved cited work

Reference 71

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This paper cites Response Generation for Cognitive Behavioral Therapy with Large Language Models: Comparative Study with Socratic Questioning.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Response Generation for Cognitive Behavioral Therapy with Large Language Models: Comparative Study with Socratic Questioning

Reference 72

Resolution: verified exact; local_arxiv, observed 2026-08-16T10:21:36.284787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9f1f5e2c-5372-427b-8ea6-452d3fb9a405 · outbound

This paper cites Deane, and Kevin R.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Deane, and Kevin R

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-16T10:21:35.222640Z

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Observation 81cfc7a5-98d7-417b-aa35-b3d94e05b08f · outbound

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Unresolved cited work

Reference 74

Resolution: verified exact; doi, observed 2026-08-16T10:21:36.263783Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 56fc6543-3021-439b-b301-a30f6beaf52b · outbound

This paper cites Kian, Mingyu Zong, Katrin Fischer, Abhyuday Singh, Anna-Maria Velentza, Pau Sang, Shriya Upadhyay, Anika Gupta, Misha A.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Kian, Mingyu Zong, Katrin Fischer, Abhyuday Singh, Anna-Maria Velentza, Pau Sang, Shriya Upadhyay, Anika Gupta, Misha A

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-16T10:21:35.230347Z

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Observation b0104da4-13a9-4282-bfb0-81672b66ab95 · outbound

This paper cites an unresolved cited work.

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Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-16T10:21:35.238184Z

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Observation 319b43c9-3b6d-49a9-842c-ed01cc5b16cb · outbound

This paper cites Acceptable Use Policies for Foundation Models.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Acceptable Use Policies for Foundation Models

Reference 77

Resolution: verified exact; local_arxiv, observed 2026-08-16T10:21:37.228415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2c10fc8c-17be-4084-b220-d009ba40d3f3 · outbound

This paper cites Krupnick, Stuart M.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Krupnick, Stuart M

Reference 78

Resolution: verified exact; doi, observed 2026-08-16T10:21:36.217891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8655b6b1-e09b-4aab-bf03-df4b6391ba3e · outbound

This paper cites Alkhalifa, and Amal Alshardan.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Alkhalifa, and Amal Alshardan

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-16T10:21:35.254878Z

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Observation 5f87ad9f-2300-4558-b27d-acd65359371f · outbound

This paper cites Exploring The Design of Prompts For Applying GPT-3 based Chatbots: A Mental Wellbeing Case Study on Mechanical Turk.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Exploring The Design of Prompts For Applying GPT-3 based Chatbots: A Mental Wellbeing Case Study on Mechanical Turk

Reference 80

Resolution: verified exact; local_arxiv, observed 2026-08-16T10:21:36.202814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 871752b8-dfab-494d-aa88-1950e06e4855 · outbound

This paper cites Can an LLM-Powered Socially Assistive Robot Effectively and Safely Deliver Cognitive Behavioral Therapy? A Study With University Students.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Can an LLM-Powered Socially Assistive Robot Effectively and Safely Deliver Cognitive Behavioral Therapy? A Study With University Students

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-16T10:21:35.234122Z

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Observation 5bf59139-ebd2-4041-89b4-da07102aa98c · outbound

This paper cites an unresolved cited work.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Unresolved cited work

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-16T10:21:35.272966Z

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Observation 0bbb9329-19fb-4d59-8853-41c78a6df4ed · outbound

This paper cites Enhancing Psychotherapy Counseling: A Data Augmentation Pipeline Leveraging Large Language Models for Counseling Conversations.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Enhancing Psychotherapy Counseling: A Data Augmentation Pipeline Leveraging Large Language Models for Counseling Conversations

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-16T10:21:35.241850Z

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Observation 4eece3f4-d5da-4e6b-b31b-435f4bfc7da4 · outbound

This paper cites 2017.Cognitive Behavioral Therapy for Psychosis (CBTp) An Introduc- tory Manual for Clinicians.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers 2017.Cognitive Behavioral Therapy for Psychosis (CBTp) An Introduc- tory Manual for Clinicians

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-16T10:21:35.286360Z

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Observation 39b9ef95-5219-4f8e-ac81-35862feb6362 · outbound

This paper cites The opportunities and risks of large language models in mental health.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers The opportunities and risks of large language models in mental health

Reference 85

Resolution: verified exact; local_arxiv, observed 2026-08-16T10:21:36.152926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 78a43fe5-9470-44ca-8f51-33e29003d36d · outbound

This paper cites an unresolved cited work.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Unresolved cited work

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-16T10:21:35.295616Z

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Observation 45e27b21-752e-4b84-890d-b97569e736df · outbound

This paper cites an unresolved cited work.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Unresolved cited work

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-16T10:21:35.259429Z

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Observation b0955c83-4841-4a20-b31d-a8434087d094 · outbound

This paper cites Kraut, and David C.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Kraut, and David C

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-16T10:21:35.308687Z

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Observation 68d755b9-9511-45e7-850b-5a4b7ed40cd9 · outbound

This paper cites Efficient Memory Management for Large Language Model Serving with PagedAttention.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Efficient Memory Management for Large Language Model Serving with PagedAttention

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-16T10:21:35.268359Z

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Observation fcc0b1cc-e8d5-46be-b05b-5fbb2776dbf2 · outbound

This paper cites Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-16T10:21:35.326235Z

Source-reported events for the cited work

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Observation 1bf29d40-e1c7-48cc-8582-33829711f6f9 · outbound

This paper cites Psy-LLM: Scaling up Global Mental Health Psychological Services with AI-based Large Language Models.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Psy-LLM: Scaling up Global Mental Health Psychological Services with AI-based Large Language Models

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-16T10:21:35.277412Z

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Observation 25621353-ab8b-4e7e-b9f3-55c7528eebd3 · outbound

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Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Kunstman, Aaron Lulla, Monika Drummond Roots, Manu Sharma, Aryan Shrivastava, Nina Vasan, and Colleen Waickman

Reference 92

Resolution: verified exact; raw_fallback, observed 2026-08-16T10:21:37.144660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d7a8a57f-577a-4bd5-8da6-462cf6212b90 · outbound

This paper cites an unresolved cited work.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Unresolved cited work

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-16T10:21:35.339979Z

Source-reported events for the cited work

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Observation 22372dbf-6fcb-4539-89a0-8738e42dd05d · outbound

This paper cites A Philosophical Introduction to Language Models -- Part I: Continuity With Classic Debates.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers A Philosophical Introduction to Language Models -- Part I: Continuity With Classic Debates

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-16T10:21:35.348475Z

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Observation a4aaf5f8-ae57-40c7-89a8-2060bc3dfbb5 · outbound

This paper cites In Proceedings of the 12th IEEE International Conference on Affective Computing and Intelligent Interaction (ACII).

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers In Proceedings of the 12th IEEE International Conference on Affective Computing and Intelligent Interaction (ACII)

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-16T10:21:35.299816Z

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Observation f89daf39-789b-44ae-a0f8-9e997f7cca31 · outbound

This paper cites MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-16T10:21:35.304134Z

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Observation 7c10a418-b1e1-472a-a6b8-096612090505 · outbound

This paper cites Are Large Language Models Consistent over Value-laden Questions?.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Are Large Language Models Consistent over Value-laden Questions?

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-16T10:21:35.360133Z

Source-reported events for the cited work

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Observation b1a71649-3704-46e3-a4b2-db2940e101e6 · outbound

This paper cites npj Digital Medicine 6, 1 (Dec.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers npj Digital Medicine 6, 1 (Dec

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-16T10:21:35.312924Z

Source-reported events for the cited work

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Observation 6bbf86ce-f23c-433e-8706-701275d03423 · outbound

This paper cites Liu, Donghao Li, He Cao, Tianhe Ren, Zeyi Liao, and Jiamin Wu.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Liu, Donghao Li, He Cao, Tianhe Ren, Zeyi Liao, and Jiamin Wu

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-16T10:21:35.317324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f90b528-6c7d-4a5f-b026-0d95db0a84b6 · outbound

This paper cites ChatCounselor: A Large Language Models for Mental Health Support.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers ChatCounselor: A Large Language Models for Mental Health Support

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-16T10:21:35.321548Z

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Pith citing papers