Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health | Paper Citation Record

Observation 7eac06ec-b8d6-4800-a77d-c584c5414fa9 · outbound

This paper cites An overview of the features of chatbots in mental health: A scoping review.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health An overview of the features of chatbots in mental health: A scoping review

Reference 1

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Observation 09e824fd-c54f-48f2-b27a-d91072e7d313 · outbound

This paper cites Perceptions and opinions of patients about mental health chatbots: scoping review.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Perceptions and opinions of patients about mental health chatbots: scoping review

Reference 2

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This paper cites Large language models associate muslims with violence.Nature Machine Intelligence, 3:461–463, 06 2021.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Large language models associate muslims with violence.Nature Machine Intelligence, 3:461–463, 06 2021

Reference 3

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This paper cites Imagined communities: Aware- ness, information sharing, and privacy on the facebook.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Imagined communities: Aware- ness, information sharing, and privacy on the facebook

Reference 4

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This paper cites Privacy attitudes and pri- vacy behavior: Losses, gains, and hyperbolic discounting.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Privacy attitudes and pri- vacy behavior: Losses, gains, and hyperbolic discounting

Reference 5

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Observation 7198e30b-a3b0-44e9-87e5-5f4c9c1ea9f5 · outbound

This paper cites Privacy and rationality in individual decision making.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Privacy and rationality in individual decision making

Reference 6

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Observation 46d8dd29-0853-4bf5-83f9-7a70a83f1dfb · outbound

This paper cites What can behavioral eco- nomics teach us about privacy? In Digital privacy, pages 363–378.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health What can behavioral eco- nomics teach us about privacy? In Digital privacy, pages 363–378

Reference 7

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This paper cites Assessing the effectiveness of chatgpt in delivering mental health support: a qualitative study.Journal of Multidisciplinary Healthcare, pages 461–471, 2024.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Assessing the effectiveness of chatgpt in delivering mental health support: a qualitative study.Journal of Multidisciplinary Healthcare, pages 461–471, 2024

Reference 8

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Observation 29565dca-48ca-4991-b8bf-f37c43ebb2d7 · outbound

This paper cites New public library technology survey report details digital equity roles, 2024.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health New public library technology survey report details digital equity roles, 2024

Reference 9

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Observation cd1094f2-9b22-41bf-ab0c-c594ece7258b · outbound

This paper cites Media literacy education for adult audiences: Demystifying ai.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Media literacy education for adult audiences: Demystifying ai

Reference 10

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This paper cites C., & tucker, ce the digital privacy paradox: Small money, small costs, small talk, 2018.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health C., & tucker, ce the digital privacy paradox: Small money, small costs, small talk, 2018

Reference 11

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Observation 9bc946be-0258-4e63-9f0f-c54878a7ef81 · outbound

This paper cites Evaluating artifi- cial intelligence responses to public health questions.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Evaluating artifi- cial intelligence responses to public health questions

Reference 12

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This paper cites Can an AI Chatbot be your therapist? https://business.yougov.com/content/49480-can-an-ai-chatbot- be-your-therapist.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Can an AI Chatbot be your therapist? https://business.yougov.com/content/49480-can-an-ai-chatbot- be-your-therapist

Reference 13

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Observation a8d20115-e3ae-48f7-80ae-27194709e249 · outbound

This paper cites Putting the privacy paradox to the test: Online privacy and security behaviors among users with technical knowledge, privacy awareness, and financial resources.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Putting the privacy paradox to the test: Online privacy and security behaviors among users with technical knowledge, privacy awareness, and financial resources

Reference 14

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Observation 112af0d0-85ff-4e4e-9ee4-e0f67315be03 · outbound

This paper cites Psychiatrists’ experiences and opinions of generative artificial intelligence in mental healthcare: An online mixed methods survey.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Psychiatrists’ experiences and opinions of generative artificial intelligence in mental healthcare: An online mixed methods survey

Reference 15

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Observation cdd4b3ae-4b8c-451c-a34c-bc28584f5f9f · outbound

This paper cites Misplaced confidences: Privacy and the control paradox.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Misplaced confidences: Privacy and the control paradox

Reference 16

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Observation eeafba1c-aeb9-4137-8760-f22db100aece · outbound

This paper cites Caring is not enough: The importance of internet skills for online privacy protection.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Caring is not enough: The importance of internet skills for online privacy protection

Reference 17

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Observation 233d895f-b1b8-4762-a9f4-339ad12a2db4 · outbound

This paper cites Pilot randomised con- trolled trial of help4mood, an embodied virtual agent-based system to support treatment of depression.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Pilot randomised con- trolled trial of help4mood, an embodied virtual agent-based system to support treatment of depression

Reference 18

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Observation b5b34598-5048-4251-a254-f3149d3237cd · outbound

This paper cites Assessing the usability of a chatbot for mental health care.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Assessing the usability of a chatbot for mental health care

Reference 19

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Observation 4ddd95e8-dcde-4908-a56f-a4938fbb6887 · outbound

This paper cites Cdc wonder - multiple cause of death, 1999-2022, 2022.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Cdc wonder - multiple cause of death, 1999-2022, 2022

Reference 20

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Observation 57002c7a-bee7-4e83-aa6f-aa4b5461d034 · outbound

This paper cites Can Language Models be Instructed to Protect Personal Information?.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Can Language Models be Instructed to Protect Personal Information?

Reference 21

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Observation 4e4c5682-cc88-412d-9474-d0008c5579f7 · outbound

This paper cites What is the im- pact of mental health-related stigma on help-seeking? a systematic review of quantitative and qualitative studies.Psychological medicine, 45(1):11–27, 2015.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health What is the im- pact of mental health-related stigma on help-seeking? a systematic review of quantitative and qualitative studies.Psychological medicine, 45(1):11–27, 2015

Reference 22

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Observation e4b528a2-d88b-4eca-bd59-0cc534b7664a · outbound

This paper cites Be- lieving anthropomorphism: Examining the role of anthropomorphic cues on trust in large language models.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Be- lieving anthropomorphism: Examining the role of anthropomorphic cues on trust in large language models

Reference 23

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Observation 8508d737-ad5a-421f-86d6-b02f645021ea · outbound

This paper cites Basics of qualitative research , volume 14.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Basics of qualitative research , volume 14

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Observation 3126643b-12df-454f-9b97-0166f92bdaf0 · outbound

This paper cites How stigma interferes with mental health care.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health How stigma interferes with mental health care

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Observation 4a84c9ae-304e-47be-956f-7f37344f446a · outbound

This paper cites Understanding the impact of stigma on people with mental illness.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Understanding the impact of stigma on people with mental illness

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Observation f531c5b4-61fb-4f89-a59d-8cd51dac5fc6 · outbound

This paper cites Benefits and Harms of Large Language Models in Digital Mental Health.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Benefits and Harms of Large Language Models in Digital Mental Health

Reference 27

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Observation 4b097234-21cd-4130-9175-1df2fa942a87 · outbound

This paper cites The health risks of generative ai-based wellness apps.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health The health risks of generative ai-based wellness apps

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Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Assess- ing prognosis in depression: comparing perspectives of ai models, mental health professionals and the general public

Reference 29

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This paper cites The empatica health monitoring platform receives fda clearance, 2022.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health The empatica health monitoring platform receives fda clearance, 2022

Reference 30

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Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health De- livering cognitive behavior therapy to young adults with symptoms of depression and anxiety using a fully automated conversational agent (woebot): a randomized controlled trial

Reference 31

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Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health General wellness: Policy for low risk devices

Reference 32

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This paper cites Regulating mass surveillance as privacy pollu- tion: Learning from environemntal impact statements.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Regulating mass surveillance as privacy pollu- tion: Learning from environemntal impact statements

Reference 33

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This paper cites Using psychological artificial intelligence (tess) to relieve symptoms of depression and anxiety: randomized controlled trial.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Using psychological artificial intelligence (tess) to relieve symptoms of depression and anxiety: randomized controlled trial

Reference 34

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Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Early experiences with e-health services (1999–2002): promise, reality, and implications

Reference 35

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Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Basing cybersecurity training on user perceptions

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Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Retrieval-Augmented Generation for Large Language Models: A Survey

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Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Looking for trouble: under- standing end-user security management

Reference 38

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Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health it’s the company, the government, you and i

Reference 39

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Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health what can i really do?

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Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Attention is not all you need: the complicated case of ethically using large language models in healthcare and medicine

Reference 41

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This paper cites Physician versus large language model chatbot re- sponses to web-based questions from autistic patients in chinese: Cross-sectional comparative analysis.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Physician versus large language model chatbot re- sponses to web-based questions from autistic patients in chinese: Cross-sectional comparative analysis

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Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Conversational agent interventions for mental health problems: systematic review and meta-analysis of ran- domized controlled trials

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Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health A paradigm shift: Consumer attitudes toward mental health technology in 2021, 2021

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Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Designated health professional shortage areas statistics

Reference 45

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Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Depres- sion and decision-making capacity for treatment or research: a sys- tematic review

Reference 46

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Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Psychological, re- lational, and emotional effects of self-disclosure after conversations with a chatbot

Reference 47

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Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Pri- vacy cynicism: A new approach to the privacy paradox

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Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Challenges in build- ing intelligent open-domain dialog systems

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Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Do You Trust ChatGPT? -- Perceived Credibility of Human and AI-Generated Content

Reference 50

Resolution: verified exact; local_arxiv, observed 2026-08-06T17:32:50.623340Z

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Observation 3c5dd7bd-8554-4fb3-9432-a09fcff95a95 · outbound

This paper cites Internet services for communicating with the general practice: barely noticed and used by patients.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Internet services for communicating with the general practice: barely noticed and used by patients

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.355855Z

Source-reported events for the cited work

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Observation 60ef45a5-ab03-4b07-9568-39385b4991e2 · outbound

This paper cites An empathy-driven, conversational artificial intelligence agent (wysa) for digital mental well-being: real-world data evaluation mixed-methods study.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health An empathy-driven, conversational artificial intelligence agent (wysa) for digital mental well-being: real-world data evaluation mixed-methods study

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.346129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2e491606-4dee-43e6-ad3f-c2d80d1845e5 · outbound

This paper cites Privacy concerns in chatbot interactions.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Privacy concerns in chatbot interactions

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.335578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8291d17c-8a7a-4835-99ec-748ab3d1f081 · outbound

This paper cites The gramm-leach-bliley act, information privacy, and the limits of default rules.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health The gramm-leach-bliley act, information privacy, and the limits of default rules

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.325950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a80d81bf-7611-4a1a-844f-cc828cf92fdc · outbound

This paper cites A chatbot was designed to help prevent eating disorders.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health A chatbot was designed to help prevent eating disorders

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.316518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 480cc7b2-0732-4945-a9b7-426598ade4aa · outbound

This paper cites Health care privacy risks of ai chatbots.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Health care privacy risks of ai chatbots

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.307326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8e45c6aa-e84e-4061-b7bb-df0502bbfccd · outbound

This paper cites Chatgpt for good? on opportunities and challenges of large language models for education.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Chatgpt for good? on opportunities and challenges of large language models for education

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.297507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 94721b96-c697-4734-a466-0ce329464495 · outbound

This paper cites Mindfuldiary: Harnessing large language model to support psychiatric patients’ journaling.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Mindfuldiary: Harnessing large language model to support psychiatric patients’ journaling

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.286888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 767a7d99-9d7f-4546-9818-103bce1e28c3 · outbound

This paper cites Anthropomorphism of com- puters: Is it mindful or mindless? Computers in Human Behavior , 28(1):241–250, 2012.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Anthropomorphism of com- puters: Is it mindful or mindless? Computers in Human Behavior , 28(1):241–250, 2012

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.275423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 260cfc3d-a727-471f-8ab4-e3f91c8d05d1 · outbound

This paper cites From promise to practice: towards the realisation of ai-informed mental health care.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health From promise to practice: towards the realisation of ai-informed mental health care

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.265842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 69bc20e7-372e-4339-b5e9-a18b33b687f8 · outbound

This paper cites mental health crisis.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health mental health crisis

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.255456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5c64888f-2a00-4243-a213-de0b862d9e33 · outbound

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

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health The opportunities and risks of large language models in mental health

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.246143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b8e10850-b1ab-4945-a922-267e6b30d185 · outbound

This paper cites Designing a chatbot as a mediator for promoting deep self-disclosure to a real mental health professional.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Designing a chatbot as a mediator for promoting deep self-disclosure to a real mental health professional

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.236034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation da8335cd-755f-448f-9b26-a901010ce48f · outbound

This paper cites i hear you, i feel you.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health i hear you, i feel you

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.225616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1d52bfec-ef4f-45eb-bcd1-fa3be7b7b757 · outbound

This paper cites User perception of wysa as a mental well-being support tool during the covid-19 pandemic.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health User perception of wysa as a mental well-being support tool during the covid-19 pandemic

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.216010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b9b53514-0991-4a84-b3d4-43ae75c4fd96 · outbound

This paper cites Systematic review and meta-analysis of ai-based conversational agents for promoting mental health and well-being.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Systematic review and meta-analysis of ai-based conversational agents for promoting mental health and well-being

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.205305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6c362dee-f01b-4691-874a-0223c6ae0f2e · outbound

This paper cites Harnessing Large Language Models' Empathetic Response Generation Capabilities for Online Mental Health Counselling Support.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Harnessing Large Language Models' Empathetic Response Generation Capabilities for Online Mental Health Counselling Support

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-06T17:32:50.342399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 731cb70b-8ff7-48cb-866c-074de48e77ca · outbound

This paper cites It’s only a computer: Virtual humans increase willingness to disclose.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health It’s only a computer: Virtual humans increase willingness to disclose

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.195503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 40ffe730-80ca-4239-aa8c-ef662fb86a78 · outbound

This paper cites A fully auto- mated conversational agent for promoting mental well-being: a pilot rct using mixed methods.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health A fully auto- mated conversational agent for promoting mental well-being: a pilot rct using mixed methods

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.184226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b4ba433f-635d-4fb8-a322-f22a2a59ee1f · outbound

This paper cites Understanding the benefits and challenges of using large language model-based conversational agents for mental well-being support.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Understanding the benefits and challenges of using large language model-based conversational agents for mental well-being support

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.172897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a04b86e6-8ad9-42bd-bbfa-b880e2e22253 · outbound

This paper cites Evalu- ating user feedback for an artificial intelligence–enabled, cognitive behavioral therapy–based mental health app (wysa): qualitative the- matic analysis.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Evalu- ating user feedback for an artificial intelligence–enabled, cognitive behavioral therapy–based mental health app (wysa): qualitative the- matic analysis

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.163758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9edb4eb0-5949-47b6-95ad-2143dca50ada · outbound

This paper cites Ai chatbots, health privacy, and challenges to hipaa compliance.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Ai chatbots, health privacy, and challenges to hipaa compliance

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.153681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 27930a59-1b7d-4565-a937-d68645ad995b · outbound

This paper cites Will increased disclosure help-evaluating the recommendations of the ali’s principles of the law of software contracts.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Will increased disclosure help-evaluating the recommendations of the ali’s principles of the law of software contracts

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.144134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8c4332f5-4519-4c8f-8209-2f4c5e45ee6d · outbound

This paper cites Privacy notices as tabula rasa: An empirical investi- gation into how complying with a privacy notice is related to meeting privacy expectations online.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Privacy notices as tabula rasa: An empirical investi- gation into how complying with a privacy notice is related to meeting privacy expectations online

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.134558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 16c7ea37-180d-40e4-8950-9b6f8195e654 · outbound

This paper cites Measuring privacy: An empir- ical test using context to expose confounding variables.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Measuring privacy: An empir- ical test using context to expose confounding variables

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.124065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 158f8db1-a82e-4685-9974-71abca554b24 · outbound

This paper cites The cost of reading privacy policies.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health The cost of reading privacy policies

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.113958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6ce22355-f6f2-42bb-bd3d-871e79fe7139 · outbound

This paper cites The law of friction.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health The law of friction

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.102914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9c0fab42-44a3-4ca7-80bb-20de7a4f66d5 · outbound

This paper cites Mental health america: Adult data 2024, 2024.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Mental health america: Adult data 2024, 2024

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.091768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8d0703a3-2a5d-4821-9f79-547d2042a6a8 · outbound

This paper cites Strategies for reducing online privacy risks: Why consumers read (or don’t read) online privacy notices.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Strategies for reducing online privacy risks: Why consumers read (or don’t read) online privacy notices

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.082212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e77a8703-4a91-4b5b-8b0f-3b5cc3554cd6 · outbound

This paper cites Challenges and opportunities to meet the mental health needs of un- derserved and disenfranchised populations in the united states.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Challenges and opportunities to meet the mental health needs of un- derserved and disenfranchised populations in the united states

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.072209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5738523e-84db-445a-939d-3c868343ecb2 · outbound

This paper cites Institute of museum and library services funding cuts under trump order, 2025.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Institute of museum and library services funding cuts under trump order, 2025

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.062095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ef71773e-2dc7-412c-b708-708dcc4022f9 · outbound

This paper cites Privacy as contextual integrity.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Privacy as contextual integrity

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-06T17:32:50.390754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 109b3000-466e-48b5-a458-5ac2623e2482 · outbound

This paper cites Effectiveness of a conversational chatbot (dejal@ bot) for the adult population to quit smoking: pragmatic, multicenter, controlled, randomized clinical trial in primary care.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Effectiveness of a conversational chatbot (dejal@ bot) for the adult population to quit smoking: pragmatic, multicenter, controlled, randomized clinical trial in primary care

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.046062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6c90f580-e33b-4792-87fe-3027d92eb56c · outbound

This paper cites Omiye, Jenna Lester, Simon Spichak, Veronica Rotem- berg, and Roxana Daneshjou.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Omiye, Jenna Lester, Simon Spichak, Veronica Rotem- berg, and Roxana Daneshjou

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.036129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 27fbbb6c-c35c-4692-a928-e33b3163653f · outbound

This paper cites Privacy policy, 2024.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Privacy policy, 2024

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.026533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ea5610b0-b3cf-4510-b2fe-0c1bc7275be4 · outbound

This paper cites Demand characteristics and the concept of quasi- controls.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Demand characteristics and the concept of quasi- controls

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.016651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 95ecdeb3-21ae-4315-b0f2-63a634a78c78 · outbound

This paper cites Massive data language models and conversa- tional artificial intelligence: Emerging issues.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Massive data language models and conversa- tional artificial intelligence: Emerging issues

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:51.006990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0baf50c8-acf1-4b6a-8730-73e50912618c · outbound

This paper cites Beneficent dehumanization: Employing artificial intelligence and carebots to mitigate shame- induced barriers to medical care.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Beneficent dehumanization: Employing artificial intelligence and carebots to mitigate shame- induced barriers to medical care

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:50.996881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3c4d4553-802a-48a7-983a-7a52df122405 · outbound

This paper cites Artificial intelligence and algorithmic bias: implications for health systems.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Artificial intelligence and algorithmic bias: implications for health systems

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:50.987396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 062ac0a1-187d-4079-8728-f99966d0d40f · outbound

This paper cites i wrote as if i were telling a story to some- one i knew.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health i wrote as if i were telling a story to some- one i knew

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:50.978305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation dd72a087-ce59-43b4-9f27-59bafbb52f1f · outbound

This paper cites Perlis, Joseph F Goldberg, Michael Joshua Ostacher, and Christopher D Schneck.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Perlis, Joseph F Goldberg, Michael Joshua Ostacher, and Christopher D Schneck

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:50.967479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a66930d5-eda0-4f18-bd1e-df840ebe064f · outbound

This paper cites A therapeutic relational agent for reducing problematic substance use (woebot): development and usability study.Journal of medical Internet research, 23(3):e24850, 2021.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health A therapeutic relational agent for reducing problematic substance use (woebot): development and usability study.Journal of medical Internet research, 23(3):e24850, 2021

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:50.957696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d3edde74-68ad-49d3-9759-df3a3be26e22 · outbound

This paper cites Privacy policy, 2024.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Privacy policy, 2024

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:50.948513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ca3969f3-3c5f-4ba1-b67b-7cbe3055b097 · outbound

This paper cites A protection motivation theory of fear appeals and attitude change1.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health A protection motivation theory of fear appeals and attitude change1

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:50.938553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 23ac9291-0e75-4dae-a49e-3e078391dbf0 · outbound

This paper cites The coding manual for qualitative researchers.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health The coding manual for qualitative researchers

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:50.928530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f4fcd9c5-fd50-4062-95b5-52d0bc71285f · outbound

This paper cites Pocket skills: A conversational mobile web app to support dialectical behavioral therapy.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Pocket skills: A conversational mobile web app to support dialectical behavioral therapy

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:50.918944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 50f8c773-628c-41fc-9ed7-faf04df4f4bb · outbound

This paper cites Epistemic injustice and mental illness.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Epistemic injustice and mental illness

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:50.909737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2c84a6c0-acaa-4ac5-a333-9d4266795e8e · outbound

This paper cites Clinical accuracy of large language models and google search responses to postpartum depression questions: cross-sectional study.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Clinical accuracy of large language models and google search responses to postpartum depression questions: cross-sectional study

Reference 98

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:50.900080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1b5e838c-34e5-40ed-9971-7c9e9bf0a64b · outbound

This paper cites Cognitive Reframing of Negative Thoughts through Human-Language Model Interaction.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Cognitive Reframing of Negative Thoughts through Human-Language Model Interaction

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-06T17:32:50.447151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbde8cfd-7a15-4014-9973-088cc6ac3f9a · outbound

This paper cites Mental health stigma update: A review of consequences.Advances in Mental Health, 12(3):202–215, 2014.

Exploring User Security and Privacy Attitudes and Concerns Toward the Use of General-Purpose LLM Chatbots for Mental Health Mental health stigma update: A review of consequences.Advances in Mental Health, 12(3):202–215, 2014

Reference 100

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:32:50.889977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Reference resolution

Outbound references

Pith citing papers