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Paper Citation Record · LEDGER

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support

As of 18 August 2026, this Paper Citation Record lists 100 of 158 outbound references and 0 inbound Pith citation observations for arXiv:2509.06393.

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

pith.paper-citation-record.v1
2509.06393 v1

Coverage vector

measured 100 of 158 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T23:43:04.389625Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

100 of 158 outbound references displayed

  • verified exact14
  • verified fuzzy0
  • unresolved79
  • parse uncertain0
  • malformed identifier5
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fb7ce8df-035a-45c6-9b6b-a3e0d751e5ad · outbound

This paper cites URL https://www.scirp.org/journal/paperinformation.aspx?paperid= 93302.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support URL https://www.scirp.org/journal/paperinformation.aspx?paperid= 93302

Reference 1

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Observation 8da499c1-e825-468f-9e0f-1a41697119f5 · outbound

This paper cites URL https://mhanational.org/issues/2022/mental-health-america-access-care-data.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support URL https://mhanational.org/issues/2022/mental-health-america-access-care-data

Reference 2

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Observation 64f4514c-7c6f-43d5-bc17-eea2e01beb05 · outbound

This paper cites An overview of the features of chatbots in mental health: A scoping review.International journal of medical informatics, 132:103978, 2019.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support An overview of the features of chatbots in mental health: A scoping review.International journal of medical informatics, 132:103978, 2019

Reference 3

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Observation 25f89d8d-a9f3-44ab-8058-5763dba99b80 · outbound

This paper cites Perceptions and opinions of patients about mental health chatbots: scoping review.Journal of medical Internet research, 23(1):e17828, 2021.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Perceptions and opinions of patients about mental health chatbots: scoping review.Journal of medical Internet research, 23(1):e17828, 2021

Reference 4

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Observation ff85846c-1a44-47c8-b16c-e1e4974be1c5 · outbound

This paper cites an unresolved cited work.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Unresolved cited work

Reference 5

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source=pdf_text observed=2026-08-04T23:43:04.134690Z digest=sha256:537388ad9dbd319d10dddabb7171e97b0fa62f3e288b8f5e71f452a9b0f95815

Observation 709b0e20-a898-48b1-85b2-abd191ccbac7 · outbound

This paper cites Designing personality-adaptive conversational agents for mental health care.Information Systems Frontiers, 24(3):923–943, 2022.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Designing personality-adaptive conversational agents for mental health care.Information Systems Frontiers, 24(3):923–943, 2022

Reference 6

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Observation f62307dd-da93-47b1-8ca8-08b6954a257d · outbound

This paper cites Guidelines for human-ai interaction.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Guidelines for human-ai interaction

Reference 7

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source=pdf_text observed=2026-08-04T23:43:04.140834Z digest=sha256:21b28c9ff98de042718aa9cfd885a9f9ccf5e45faf5152c35771648f090b4a4b

Observation 3d25bf94-f5a0-419a-b4b8-8d03719c1907 · outbound

This paper cites Human-computer interaction in digital mental health.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Human-computer interaction in digital mental health

Reference 8

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Observation 50ea9967-2eed-46b9-96b1-7176117efdac · outbound

This paper cites The strength of self-acceptance: Theory, practice and research.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support The strength of self-acceptance: Theory, practice and research

Reference 9

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Observation 65c236f2-bd65-4b09-9335-2cb7651b307a · outbound

This paper cites an unresolved cited work.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Unresolved cited work

Reference 10

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source=pdf_text observed=2026-08-04T23:43:04.149252Z digest=sha256:8aa2d72c6827c8d45aeadc963a13d6ad14736239bfffaca129d7870214960270

Observation 70f50142-491c-400c-b74d-ee6b342ebd87 · outbound

This paper cites Barriers to and facilitators of user engagement with digital mental health interventions: systematic review.Journal of medical Internet research, 23(3):e24387, 2021.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Barriers to and facilitators of user engagement with digital mental health interventions: systematic review.Journal of medical Internet research, 23(3):e24387, 2021

Reference 11

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Observation 496ead58-8aea-4465-bb3d-a46865f8560d · outbound

This paper cites Artificially intelligent chatbots in digital mental health interventions: a review.Expert Review of Medical Devices, 18(sup1):37–49, 2021.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Artificially intelligent chatbots in digital mental health interventions: a review.Expert Review of Medical Devices, 18(sup1):37–49, 2021

Reference 12

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Observation 68a35d41-f142-409d-9571-1b38286c0d2a · outbound

This paper cites Reflecting on reflexive thematic analysis.Qualitative research in sport, exercise and health, 11(4):589–597, 2019.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Reflecting on reflexive thematic analysis.Qualitative research in sport, exercise and health, 11(4):589–597, 2019

Reference 13

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Observation 96e38dfc-c3a5-40d9-bd33-ca8f2135f9ab · outbound

This paper cites Individual differences in self-talk frequency: Social isolation and cognitive disruption.Frontiers in Psychology, 10:1088, 2019.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Individual differences in self-talk frequency: Social isolation and cognitive disruption.Frontiers in Psychology, 10:1088, 2019

Reference 14

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source=pdf_text observed=2026-08-04T23:43:04.160530Z digest=sha256:fdb35f7136538cbda2f0b15812dc1dfb6851b8bdfbf292a1bccb746f0ec7d51f

Observation 8f6ab0ee-49c2-46c8-8c85-89b24cf12933 · outbound

This paper cites Self-talk: research challenges and opportunities.Frontiers in Psychology, 14:1210960, 2023.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Self-talk: research challenges and opportunities.Frontiers in Psychology, 14:1210960, 2023

Reference 15

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Observation 631cf514-3876-4748-a3b9-5c0fb6fbb2ba · outbound

This paper cites Gamification and adherence to web-based mental health interventions: a systematic review.JMIR mental health, 3(3):e5710, 2016.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Gamification and adherence to web-based mental health interventions: a systematic review.JMIR mental health, 3(3):e5710, 2016

Reference 16

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Observation 85cbafb1-e04f-4484-ba81-9ebda24f72da · outbound

This paper cites an unresolved cited work.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Unresolved cited work

Reference 17

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Observation 5a89fb40-81c8-4143-b0ef-d4b5b7dd67fc · outbound

This paper cites i just can’t help but smile sometimes.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support i just can’t help but smile sometimes

Reference 18

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Observation 551ddb44-502b-42e9-b477-0308399d2607 · outbound

This paper cites Ai chatbots for mental health: A scoping review of effectiveness, feasibility, and applications.Applied Sciences, 14(13):5889, 2024.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Ai chatbots for mental health: A scoping review of effectiveness, feasibility, and applications.Applied Sciences, 14(13):5889, 2024

Reference 19

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Observation bedeac8d-333f-458a-957a-ffd4d43cc860 · outbound

This paper cites Character.ai - conversational ai platform.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Character.ai - conversational ai platform

Reference 20

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Observation 14424b33-ec78-4046-9aff-c426e11376f0 · outbound

This paper cites User perceptions and experiences of an ai-driven conversational agent for mental health support.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support User perceptions and experiences of an ai-driven conversational agent for mental health support

Reference 21

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source=pdf_text observed=2026-08-04T23:43:04.180061Z digest=sha256:8c4ab80e33017adf65797ac4eee426fc8d819a5fa6d7c2219cccdcbdb30ff761

Observation 17abf5f3-714c-42b7-a0e6-8376e9a2b6e2 · outbound

This paper cites How should my chatbot interact? a survey on social characteristics in human–chatbot interaction design.International Journal of Human–Computer Interaction, 37(8):729–758, 2021.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support How should my chatbot interact? a survey on social characteristics in human–chatbot interaction design.International Journal of Human–Computer Interaction, 37(8):729–758, 2021

Reference 22

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source=pdf_text observed=2026-08-04T23:43:04.182719Z digest=sha256:0c9ed7d40b3a3df814e8ea1612a440fa91066d3b72df85616ce7da8c43fa1642

Observation aed5b4ce-3482-4c85-ac9b-854f40344403 · outbound

This paper cites Hybrid care in mental health: a framework for understanding care, research, and future opportunities.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Hybrid care in mental health: a framework for understanding care, research, and future opportunities

Reference 23

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Observation f878907f-e052-41ae-b470-837069e837e4 · outbound

This paper cites In the shades of the uncanny valley: An experimental study of human–chatbot interaction.Future Generation Computer Systems, 92:539–548, 2019.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support In the shades of the uncanny valley: An experimental study of human–chatbot interaction.Future Generation Computer Systems, 92:539–548, 2019

Reference 24

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Observation 76a0bced-ffa7-4727-99b7-bd82dde9fd09 · outbound

This paper cites A developer made software to turn anyone into an ai girlfriend—and he’s starting with his own partner.Vice, August 22 2023.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support A developer made software to turn anyone into an ai girlfriend—and he’s starting with his own partner.Vice, August 22 2023

Reference 25

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Observation 20d7c844-c6c9-4202-9656-6f7c87760b22 · outbound

This paper cites Springer Science & Business Media, 2013.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Springer Science & Business Media, 2013

Reference 26

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Observation 78d8988a-adaa-4e6d-adbd-ef2bc0f3599f · outbound

This paper cites gamification.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support gamification

Reference 27

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Observation 4db338d3-2758-4966-a745-863af3893cb3 · outbound

This paper cites Safeguarding data privacy and informed consent: Ethical imperatives in ai-driven mental healthcare.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Safeguarding data privacy and informed consent: Ethical imperatives in ai-driven mental healthcare

Reference 28

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Observation 167a0819-7946-4952-abda-c02ba723fbe6 · outbound

This paper cites A systematic review of the impact of adherence on the effectiveness of e-therapies.Journal of medical Internet research, 13(3):e1772, 2011.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support A systematic review of the impact of adherence on the effectiveness of e-therapies.Journal of medical Internet research, 13(3):e1772, 2011

Reference 29

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Observation 30f43cfa-a426-49eb-8b2d-3afd5c191185 · outbound

This paper cites From Static to Dynamic: A Continual Learning Framework for Large Language Models.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support From Static to Dynamic: A Continual Learning Framework for Large Language Models

Reference 30

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 7b6ce23d-9255-4e18-91a7-d67153adab9b · outbound

This paper cites Hillcrest Publishing Group, 2009.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Hillcrest Publishing Group, 2009

Reference 31

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Observation da64f55e-9505-419e-8c40-099f5182bd7d · outbound

This paper cites Unique effects of setting goals on behavior change: Systematic review and meta-analysis.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Unique effects of setting goals on behavior change: Systematic review and meta-analysis

Reference 32

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Observation d5c151b3-0a46-42e5-a704-580a4ee12276 · outbound

This paper cites an unresolved cited work.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Unresolved cited work

Reference 33

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Observation d4c7230c-66ee-4d89-97c9-02740c65c9cd · outbound

This paper cites Persuasive technology: using computers to change what we think and do.Ubiquity, 2002(December):2, 2002.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Persuasive technology: using computers to change what we think and do.Ubiquity, 2002(December):2, 2002

Reference 34

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source=pdf_text observed=2026-08-04T23:43:04.215659Z digest=sha256:b47cb191a7984917396ac8b244641441af98964e76388858660589ef9127ae98

Observation 3b859b25-43ab-4ddf-80c2-73aeef46b8af · outbound

This paper cites Fraia.ai - conversational ai for therapists.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Fraia.ai - conversational ai for therapists

Reference 35

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source=pdf_text observed=2026-08-04T23:43:04.218468Z digest=sha256:6acc0258d070c3ae75e1576c3958e0b945dd7ed23e5824dcd2eac1124cfc1a13

Observation ebbca43d-9070-4e84-a3fe-d332ba5db2c9 · outbound

This paper cites Using psychological artificial intelligence (tess) to relieve symptoms of depression and anxiety: randomized controlled trial.JMIR mental health, 5(4):e9782, 2018.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Using psychological artificial intelligence (tess) to relieve symptoms of depression and anxiety: randomized controlled trial.JMIR mental health, 5(4):e9782, 2018

Reference 36

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source=pdf_text observed=2026-08-04T23:43:04.221197Z digest=sha256:9dbe490c2d2093f1c732bd150c7addd88195f858a36c14efa0a0083718d52204

Observation 1cb5b6ce-a10d-4e75-94f9-2481d17fd249 · outbound

This paper cites The Ethics of Advanced AI Assistants.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support The Ethics of Advanced AI Assistants

Reference 37

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source=pdf_text observed=2026-08-04T23:43:04.224001Z digest=sha256:d89c855a6b38f3e66bb29e7e1919ccf05c41707dbb810a6e25054cda078bab40

Observation 5ecdbd24-c83f-41ba-b2d0-930502a3f8d4 · outbound

This paper cites Distanced self-talk changes how people conceptualize the self.Journal of Experimental Social Psychology, 88: 103969, 2020.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Distanced self-talk changes how people conceptualize the self.Journal of Experimental Social Psychology, 88: 103969, 2020

Reference 38

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source=pdf_text observed=2026-08-04T23:43:04.227184Z digest=sha256:648bcc784da538f5d0b4ff1b6fc19f873de598f7d87289bfabff3a3119a1e0f3

Observation e012da7c-66a7-4509-bb91-3dcbe1bf5792 · outbound

This paper cites Effect of engagement with digital interventions on mental health outcomes: a systematic review and meta-analysis.Frontiers in digital health, 3:764079, 2021.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Effect of engagement with digital interventions on mental health outcomes: a systematic review and meta-analysis.Frontiers in digital health, 3:764079, 2021

Reference 40

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source=pdf_text observed=2026-08-04T23:43:04.232097Z digest=sha256:f99850178997b9e279a14cea18edc3785bd2cd7a7a7672b6888c38b3bbbadd90

Observation 254efa15-7fa1-479f-b551-06d9c84ecb3f · outbound

This paper cites Dialectic contradictions in postmarital relationships.Journal of Family Communication, 3(4):193–214, 2003.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Dialectic contradictions in postmarital relationships.Journal of Family Communication, 3(4):193–214, 2003

Reference 41

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source=pdf_text observed=2026-08-04T23:43:04.234721Z digest=sha256:e19bb1d2d03b9b8d28839e4170570640028e5a423ed14bb86598f0e16f682bab

Observation 495e7aa2-383f-4e73-b81b-de8253577fcd · outbound

This paper cites Development and validation of the ai attitude scale (aias-4): a brief measure of general attitude toward artificial intelligence.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Development and validation of the ai attitude scale (aias-4): a brief measure of general attitude toward artificial intelligence

Reference 42

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source=pdf_text observed=2026-08-04T23:43:04.237379Z digest=sha256:36673c1fef024f5a3e60dfcf2890ea5e5f5699195b1de56c4514bfabc87c1fb3

Observation e470db06-02db-48bc-a90d-d1f35d5b4086 · outbound

This paper cites Exploring solomon’s paradox: Self-distancing eliminates the self-other asymmetry in wise reasoning about close relationships in younger and older adults, 2014.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Exploring solomon’s paradox: Self-distancing eliminates the self-other asymmetry in wise reasoning about close relationships in younger and older adults, 2014

Reference 43

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source=pdf_text observed=2026-08-04T23:43:04.240210Z digest=sha256:370608aa6df9fbeaa96e02c3504469d7e6c0ecf7fa90ac31adf230e9ac9822d3

Observation 1cddd273-96cb-4281-aab0-054a5c1e279a · outbound

This paper cites Trait mindfulness, self-compassion, and self-talk: A correlational analysis of young adults.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Trait mindfulness, self-compassion, and self-talk: A correlational analysis of young adults

Reference 44

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source=pdf_text observed=2026-08-04T23:43:04.242597Z digest=sha256:e5917a1db002b1f3d2e6199f8eafd0c081582368e0446b82240ece395b1bffaa

Observation bfb28fa9-7de7-4d34-b4a5-af23144a97df · outbound

This paper cites for an app supposed to make its users feel better, it sure is a joke.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support for an app supposed to make its users feel better, it sure is a joke

Reference 45

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source=pdf_text observed=2026-08-04T23:43:04.245009Z digest=sha256:6cf1f53963b78bea2df25be999ac8d596247f98137ea4b92db862751a1a7fef9

Observation 8b8a4e32-1691-4f8f-929e-3408b2aa4ec9 · outbound

This paper cites Speaking clearly: A critical review of the self-talk literature.Psychology of sport and exercise, 7(1):81–97, 2006.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Speaking clearly: A critical review of the self-talk literature.Psychology of sport and exercise, 7(1):81–97, 2006

Reference 46

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source=pdf_text observed=2026-08-04T23:43:04.247466Z digest=sha256:da82c442cf77e9d45b1ebaf34d86cc697983dcace6a9c8ed1e9012fccc4855e0

Observation aba2ad23-f86d-4873-a6c4-65fd4cea9325 · outbound

This paper cites an unresolved cited work.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Unresolved cited work

Reference 47

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source=pdf_text observed=2026-08-04T23:43:04.250061Z digest=sha256:10879013739aae62c2948ac37c5d18a7d8a5189cf0691644f8438168c3de4faa

Observation c5c38dfe-dc00-450d-b3bc-f2194a10d4e6 · outbound

This paper cites Human-ai collaboration: the effect of ai delegation on human task performance and task satisfaction.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Human-ai collaboration: the effect of ai delegation on human task performance and task satisfaction

Reference 48

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source=pdf_text observed=2026-08-04T23:43:04.252407Z digest=sha256:188134788ed015591376f29085bf6b457a395be19cbd88b95a44dcab592e10dd

Observation 18473acc-1400-4cd0-8e3f-1aa7b996b58e · outbound

This paper cites Personalization strategies in digital mental health interventions: a systematic review and conceptual framework for depressive symptoms.Frontiers in digital health, 5:1170002, 2023.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Personalization strategies in digital mental health interventions: a systematic review and conceptual framework for depressive symptoms.Frontiers in digital health, 5:1170002, 2023

Reference 49

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source=pdf_text observed=2026-08-04T23:43:04.255112Z digest=sha256:d179a4b15ff9c39848cd40e905c6a7924024d68c181a56d3a6a6b6969fd9a5f7

Observation 40092e5a-d1e9-4514-b287-3614d7ff46b6 · outbound

This paper cites an unresolved cited work.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Unresolved cited work

Reference 50

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no resolver link, observed 2026-08-04T23:43:04.257562Z

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source=pdf_text observed=2026-08-04T23:43:04.257562Z digest=sha256:32fea6cf2f88f1d3491da814b0a2ed0f8a42570c1097f3170bb415d3a2d3f47a

Observation 3020c0fd-79bb-41f1-8e7a-1a7cb4fe0f15 · outbound

This paper cites Evaluating and informing the design of chatbots.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Evaluating and informing the design of chatbots

Reference 51

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source=pdf_text observed=2026-08-04T23:43:04.260273Z digest=sha256:8c155484aa1071a9964d2a199420b888f260ecb55c8a84c5b46c02ac5a3989cd

Observation f822731b-f350-42aa-ba7e-471d67cec9b8 · outbound

This paper cites Human heuristics for ai-generated language are flawed.Proceedings of the National Academy of Sciences, 120(11):e2208839120, 2023.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Human heuristics for ai-generated language are flawed.Proceedings of the National Academy of Sciences, 120(11):e2208839120, 2023

Reference 52

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source=pdf_text observed=2026-08-04T23:43:04.262677Z digest=sha256:af9166490761f6995fc72c0d7b674465af97e0ac645642584224bf56ed9b31de

Observation a6834652-ad38-4ea0-a321-e958637a88da · outbound

This paper cites Letters from future self: Augmenting the letter-exchange exercise with llm-based agents to enhance young adults’ career exploration.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Letters from future self: Augmenting the letter-exchange exercise with llm-based agents to enhance young adults’ career exploration

Reference 53

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source=pdf_text observed=2026-08-04T23:43:04.265085Z digest=sha256:205754004cee72a950c654ae3bc338ae9393b3a55cc02567179b2f9888227952

Observation 5efdbf89-8f5a-435d-b319-55d44f81d7ce · outbound

This paper cites Neural effects of one’s own voice on self-talk for emotion regulation.Brain Sciences, 14(7):637, 2024.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Neural effects of one’s own voice on self-talk for emotion regulation.Brain Sciences, 14(7):637, 2024

Reference 54

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source=pdf_text observed=2026-08-04T23:43:04.267525Z digest=sha256:7000cd80f70a2c729d96402dc2336f1cddaf576ec962de5c82f2bfe6f69d49b6

Observation 70f478f6-9fd9-4a95-b995-98ab52086acb · outbound

This paper cites an unresolved cited work.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Unresolved cited work

Reference 55

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source=pdf_text observed=2026-08-04T23:43:04.270088Z digest=sha256:752e5cc7053206d1459f31bd9d51a21c648f844cfd26748452388e8ee79e3f7d

Observation c663c83b-5c31-4b23-8ce5-a9f32d422364 · outbound

This paper cites Peer support, self-determination, and treatment engagement: a qualitative investigation.Psychiatric rehabilitation journal, 36(3):209, 2013.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Peer support, self-determination, and treatment engagement: a qualitative investigation.Psychiatric rehabilitation journal, 36(3):209, 2013

Reference 56

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source=pdf_text observed=2026-08-04T23:43:04.272701Z digest=sha256:6d34994572271ceb4651f865c1b959fb2af5e414ea8ed118a74c786245de401a

Observation 2ae861d9-b384-4934-959e-1ba2f559e182 · outbound

This paper cites Human resources for mental health care: current situation and strategies for action.The Lancet, 378(9803):1654–1663, 2011.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Human resources for mental health care: current situation and strategies for action.The Lancet, 378(9803):1654–1663, 2011

Reference 57

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source=pdf_text observed=2026-08-04T23:43:04.275539Z digest=sha256:c93215d8e60a0dc50469ed4d6fde9e59f67e0a3ad148f93701d4388da346f2cd

Observation f34920a1-3c94-4d0e-912c-bc426282ff86 · outbound

This paper cites Curiosity and interest: The benefits of thriving on novelty and challenge.Oxford handbook of positive psychology, 2:367–374, 2009.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Curiosity and interest: The benefits of thriving on novelty and challenge.Oxford handbook of positive psychology, 2:367–374, 2009

Reference 58

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source=pdf_text observed=2026-08-04T23:43:04.278304Z digest=sha256:b242eba783dfd9f473b249f289cb3d880261f99f3e3357039c704682dfc9ebc9

Observation 0e958b16-7cce-4153-b3b3-bcbdca49ffe2 · outbound

This paper cites Personal digital twins and their socio-morphic networks: Current research trends and possibilities of the approach.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Personal digital twins and their socio-morphic networks: Current research trends and possibilities of the approach

Reference 59

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source=pdf_text observed=2026-08-04T23:43:04.281167Z digest=sha256:376eb5cbe6af30b5f5a55776de4d70b7708bad64939482f76ae12caa7dabf169

Observation afb3ad53-71a9-4ff2-8433-7eef63cb2b99 · outbound

This paper cites Psychometric evaluation of the twente engagement with ehealth technologies scale (tweets): evaluation study.Journal of medical internet research, 22(10):e17757, 2020.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Psychometric evaluation of the twente engagement with ehealth technologies scale (tweets): evaluation study.Journal of medical internet research, 22(10):e17757, 2020

Reference 60

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doi_truncated, observed 2026-08-04T23:43:04.730409Z

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-04T23:43:04.284044Z digest=sha256:338f08d428cb8a3d94f51ec56403211e0d62e766089d037d507ca300bf1208c4

Observation ca27034c-00e8-4cf5-9c98-b999be48f4d9 · outbound

This paper cites Conceptual metaphors impact perceptions of human-ai collaboration.Proceedings of the ACM on Human-Computer Interaction, 4(CSCW2):1–26, 2020.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Conceptual metaphors impact perceptions of human-ai collaboration.Proceedings of the ACM on Human-Computer Interaction, 4(CSCW2):1–26, 2020

Reference 61

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source=pdf_text observed=2026-08-04T23:43:04.286696Z digest=sha256:f365a30c30270b88d9f9bfa00df13f260866f1a72a605a7705f91b4f629a4ca4

Observation 9be86cba-0795-49f7-af0f-145b1ca3933b · outbound

This paper cites In helping a vulnerable bot, you help yourself: Designing a social bot as a care-receiver to promote mental health and reduce stigma.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support In helping a vulnerable bot, you help yourself: Designing a social bot as a care-receiver to promote mental health and reduce stigma

Reference 62

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source=pdf_text observed=2026-08-04T23:43:04.289322Z digest=sha256:294e22d095de725c0ca5c5ae06ea5e16608614d31832e0213904687bba39c90b

Observation 14e6ad98-8fc5-44a1-a1bf-aed947185bc5 · outbound

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

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Mindfuldiary: Harnessing large language model to support psychiatric patients’ journaling

Reference 63

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-04T23:43:04.292066Z digest=sha256:7d70f834837c59dd0cb1ec563f7f8b4ee481e22718958c3e8a15ec5fee6f2bd6

Observation 5aff4d80-8480-44c5-a783-b489e3b5ffe5 · outbound

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

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Mindfuldiary: Harnessing large language model to support psychiatric patients’ journaling

Reference 64

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-04T23:43:04.294684Z digest=sha256:ee791aa9cc170a7bbb41ad80e12c0ce4719a8614382202fbcf35fcedcdc2d834

Observation 7d784f96-b4ce-4617-a417-3b73106a9b96 · outbound

This paper cites Conversational agents for health and wellbeing.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Conversational agents for health and wellbeing

Reference 65

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source=pdf_text observed=2026-08-04T23:43:04.297460Z digest=sha256:866896b8988b285a355a6a280b20950f7f76ad42598167eb80f3a1b514f0fca4

Observation bc18816f-9c21-47c6-b912-23b8fa1cc177 · outbound

This paper cites From promise to practice: towards the realisation of ai-informed mental health care.The Lancet Digital Health, 4(11):e829–e840, 2022.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support From promise to practice: towards the realisation of ai-informed mental health care.The Lancet Digital Health, 4(11):e829–e840, 2022

Reference 66

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source=pdf_text observed=2026-08-04T23:43:04.299993Z digest=sha256:e03779787bbbe6012012666d9aea1fc9c1cb060321ae3eede0af5159df972996

Observation 728e2c04-b7a1-4b7d-996e-24cb02f8234a · outbound

This paper cites Self-talk as a regulatory mechanism: how you do it matters.Journal of personality and social psychology, 106(2):304, 2014.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Self-talk as a regulatory mechanism: how you do it matters.Journal of personality and social psychology, 106(2):304, 2014

Reference 67

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-04T23:43:04.302781Z digest=sha256:4760d5bf1bc9f512ef89a525be111e77635bfcf35491951b1197351f776f8d53

Observation fe219e7e-b2e5-4883-81e3-9dd5832d8ade · outbound

This paper cites An overview of and recommendations for more accessible digital mental health services.Nature Reviews Psychology, 1(2):87–100, 2022.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support An overview of and recommendations for more accessible digital mental health services.Nature Reviews Psychology, 1(2):87–100, 2022

Reference 68

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-04T23:43:04.305565Z digest=sha256:c970725ccab2f483d299de31bd4eec8899398f029af4db548789fb126e340d38

Observation dcef6bfa-8b9f-4d8e-a0f7-e232ce9dc536 · outbound

This paper cites an unresolved cited work.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Unresolved cited work

Reference 69

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source=pdf_text observed=2026-08-04T23:43:04.308200Z digest=sha256:4a1d7369082508faa7b6effd81c9cbc10272103eb09faeeadeb15f3b09040973

Observation 7e84a6bf-1387-43ff-a317-de116ca593e2 · outbound

This paper cites Designing a chatbot as a mediator for promoting deep self-disclosure to a real mental health professional.Proceedings of the ACM on Human-Computer Interaction, 4(CSCW1):1–27, 2020.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Designing a chatbot as a mediator for promoting deep self-disclosure to a real mental health professional.Proceedings of the ACM on Human-Computer Interaction, 4(CSCW1):1–27, 2020

Reference 70

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source=pdf_text observed=2026-08-04T23:43:04.311120Z digest=sha256:5b4d2194937e884afeb2155fb4021aca494a79f36a780aae032b804a0ad9a0d1

Observation bb98728e-5a80-40b8-ac02-2298e226f48c · outbound

This paper cites Can you be in a relationship with replika?Vice, August 16 2023.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Can you be in a relationship with replika?Vice, August 16 2023

Reference 71

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source=pdf_text observed=2026-08-04T23:43:04.313615Z digest=sha256:71214842208c93de4ddec38d003d73990f2934af4121bfe2cb18cb44d23cf49e

Observation b4d4284e-94eb-4939-92c9-26906c97b9fc · outbound

This paper cites an unresolved cited work.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Unresolved cited work

Reference 72

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source=pdf_text observed=2026-08-04T23:43:04.316045Z digest=sha256:4fb66131b29b3de5042d9ad979acd4e7af9d8a759e58600173ed37d22ca5a7ea

Observation 23722142-e8c4-446b-b668-5302b13f0b8b · outbound

This paper cites Motivation and engagement: Same or different? does it matter?Learning and individual differences, 55:150–162, 2017.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Motivation and engagement: Same or different? does it matter?Learning and individual differences, 55:150–162, 2017

Reference 73

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source=pdf_text observed=2026-08-04T23:43:04.318398Z digest=sha256:2e712aa36a59c5634849b60d7306475e1481931a4cf2f73c27df6db52c741e57

Observation badb5103-8715-4bd2-af40-57cd3061ce7e · outbound

This paper cites Mimetic models: Ethical implications of ai that acts like you.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Mimetic models: Ethical implications of ai that acts like you

Reference 74

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source=pdf_text observed=2026-08-04T23:43:04.320703Z digest=sha256:f78da8f8032a93481f1624f65301ac03d7ca0e28d9f58a64c4f6c4139601f004

Observation df742682-8235-4092-8558-979489d82d37 · outbound

This paper cites Ai companions for lonely individuals and the role of social presence.Communication Research Reports, 39(2):93–103, 2022.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Ai companions for lonely individuals and the role of social presence.Communication Research Reports, 39(2):93–103, 2022

Reference 75

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source=pdf_text observed=2026-08-04T23:43:04.323358Z digest=sha256:448c55713bd747686f0aa4f3bcf9bbb46e1ef380025fd7dbbed48a9c7df0538d

Observation bac5ff85-10a3-4309-aaec-b3ce04139387 · outbound

This paper cites inner child.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support inner child

Reference 76

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verified exact
raw_fallback, observed 2026-08-04T23:43:05.355075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-04T23:43:04.325698Z digest=sha256:6d2ce07f55409a1743dca4c8831381305ab8063b422c9cd2269b79dd284f503a

Observation 3bfbd62f-79db-4d42-a18f-3a74acac25b2 · outbound

This paper cites The uncanny valley [from the field].IEEE Robotics & automation magazine, 19(2):98–100, 2012.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support The uncanny valley [from the field].IEEE Robotics & automation magazine, 19(2):98–100, 2012

Reference 77

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source=pdf_text observed=2026-08-04T23:43:04.328052Z digest=sha256:cafe6c0b6aeb82dda13ffef4bdce8fae263a54c0879845fffdd399ed944c0ebe

Observation 3a94b790-817b-4c87-a3c8-0ed56d369c0b · outbound

This paper cites Towards an artificially empathic conversational agent for mental health applications: system design and user perceptions.Journal of medical Internet research, 20(6):e10148, 2018.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Towards an artificially empathic conversational agent for mental health applications: system design and user perceptions.Journal of medical Internet research, 20(6):e10148, 2018

Reference 78

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source=pdf_text observed=2026-08-04T23:43:04.330362Z digest=sha256:73c243e4611ea5348e8ed326254862fb55876eff2db9af4d4f8066629e6520be

Observation bb5b6a9c-516e-4c02-a9d7-1645d201e9e1 · outbound

This paper cites Third-person self-talk facilitates emotion regulation without engaging cognitive control: Converging evidence from erp and fmri.Scientific reports, 7(1):4519, 2017.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Third-person self-talk facilitates emotion regulation without engaging cognitive control: Converging evidence from erp and fmri.Scientific reports, 7(1):4519, 2017

Reference 79

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source=pdf_text observed=2026-08-04T23:43:04.332782Z digest=sha256:0bdfbef1eb82ef2e2871a73850cd3c3cb7921f44d4278beb627feb83b4965a22

Observation d0c3a26e-38a5-4be9-ad6d-4160de3f474c · outbound

This paper cites Adaptive systems for internet-delivered psychological treatments, 2020.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Adaptive systems for internet-delivered psychological treatments, 2020

Reference 80

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source=pdf_text observed=2026-08-04T23:43:04.335370Z digest=sha256:d992ad8aaaf44ac214a81d4edc6224c2312556969fc4c9bdf9732a9b0547d143

Observation 1a79ab9d-66ca-4575-9b3a-2430f1c843ef · outbound

This paper cites Promoting wellbeing with sunny, a chatbot that facilitates positive messages within social groups.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Promoting wellbeing with sunny, a chatbot that facilitates positive messages within social groups

Reference 81

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source=pdf_text observed=2026-08-04T23:43:04.337843Z digest=sha256:f63305b025d83e0836e2773fb956e88b6dbdbfb2374b99ce8afc0199e2b3cd58

Observation 51116fbd-2f09-4a00-b550-0545f9a63efd · outbound

This paper cites Interrogating AI: Characterizing Emergent Playful Interactions with ChatGPT.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Interrogating AI: Characterizing Emergent Playful Interactions with ChatGPT

Reference 82

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-04T23:43:04.340224Z digest=sha256:d2c8a702fd132a06ecb7f4fa88940e65b51789fea5a02e81b92624056069d884

Observation c2e2d5d3-a1ba-41b2-be74-53846dd0a1c5 · outbound

This paper cites an unresolved cited work.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Unresolved cited work

Reference 83

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source=pdf_text observed=2026-08-04T23:43:04.343067Z digest=sha256:5b6fa28c4b4e0236ba323a4b06a482a82790cb2c651c84ce5ea8343791deeef6

Observation 7095099d-8efd-4b10-93aa-dbfb83d48178 · outbound

This paper cites Types of inner dialogues and functions of self-talk: Comparisons and implications.Frontiers in Psychology, 11:227, 2020.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Types of inner dialogues and functions of self-talk: Comparisons and implications.Frontiers in Psychology, 11:227, 2020

Reference 84

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source=pdf_text observed=2026-08-04T23:43:04.345505Z digest=sha256:6f194e82512f1421dc97c5d2dea4956c2286544c75eeb0e34bcd5ba3e0101705

Observation 4ceedfe5-c6ac-4700-a5a2-1e60cb1505b1 · outbound

This paper cites an unresolved cited work.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Unresolved cited work

Reference 85

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source=pdf_text observed=2026-08-04T23:43:04.347900Z digest=sha256:99c73a90d260f2463d858015d1c119d1a0b23d77d01a030062e5c8db2673e93e

Observation 09890b96-457b-4dc6-b9bb-4adabadfed08 · outbound

This paper cites Artificial intelligence is set to transform mental health services.CNS spectrums, 29(3):155–157, 2024.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Artificial intelligence is set to transform mental health services.CNS spectrums, 29(3):155–157, 2024

Reference 86

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source=pdf_text observed=2026-08-04T23:43:04.350311Z digest=sha256:34779ce3482b7ab23042a3a4b8001c46a52d758326501f5d89831e81ff59dade

Observation d37e0174-5eab-489f-819a-9b3f1e1d3517 · outbound

This paper cites Stepping back to move forward: Expressive writing promotes self-distancing.Emotion, 16(3):349,.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Stepping back to move forward: Expressive writing promotes self-distancing.Emotion, 16(3):349,

Reference 87

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source=pdf_text observed=2026-08-04T23:43:04.352607Z digest=sha256:0871e7384d155e9b231ffee5e254be7915831bcf9c1d0a1aa33354795aa86693

Observation d1549c0e-6410-443f-ae7b-d3cf88f6400d · outbound

This paper cites LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals

Reference 88

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source=pdf_text observed=2026-08-04T23:43:04.357633Z digest=sha256:20c389b8e039e2e51de9993466664e070e4cff8ce4cac7744ebbf01200438a31

Observation ec683fd7-c77d-4df6-afb8-dfdcae5b5212 · outbound

This paper cites A framework for the implementation of digital mental health interventions: The importance of feasibility and acceptability research.Cureus, 14(9), 2022.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support A framework for the implementation of digital mental health interventions: The importance of feasibility and acceptability research.Cureus, 14(9), 2022

Reference 89

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-04T23:43:04.360325Z digest=sha256:a501011c01c4fe29a77c3606cfa3ab3a1e8acb3ba1f6f7ce2e9368e3e7d222ad

Observation b0b66da2-95f4-4cb2-b38c-a9ca70b7dd40 · outbound

This paper cites Future you: a conversation with an ai-generated future self reduces anxiety, negative emotions, and increases future self-continuity.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Future you: a conversation with an ai-generated future self reduces anxiety, negative emotions, and increases future self-continuity

Reference 90

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source=pdf_text observed=2026-08-04T23:43:04.363173Z digest=sha256:de2498aaedf8c9ff07c473a66f34837dba8bba1e229dc66b896c9bfc8164535e

Observation e678a643-9226-4323-aa9c-31bc27235e0d · outbound

This paper cites Client motivation for therapy scale: A measure of intrinsic motivation, extrinsic motivation, and amotivation for therapy.Journal of personality assessment, 68(2):414–435, 1997.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Client motivation for therapy scale: A measure of intrinsic motivation, extrinsic motivation, and amotivation for therapy.Journal of personality assessment, 68(2):414–435, 1997

Reference 91

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source=pdf_text observed=2026-08-04T23:43:04.365507Z digest=sha256:9af97c96fa4de850d994970611dd25071a170ab05917b5150c73a5401ad49361

Observation a0ebe455-c222-4260-87a6-0500bd1ab5f3 · outbound

This paper cites Writing about emotional experiences as a therapeutic process, 1997.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Writing about emotional experiences as a therapeutic process, 1997

Reference 92

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source=pdf_text observed=2026-08-04T23:43:04.367943Z digest=sha256:47a60bff64e8a95b39f01b36c5c636b7fa14fb07c10cf18dd3cd9933b307cef3

Observation 7c9e9295-50cf-431d-b7e9-af9a2ccf13d7 · outbound

This paper cites Gestalt therapy verbatim real people press.Moab, Utah, 1969.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Gestalt therapy verbatim real people press.Moab, Utah, 1969

Reference 93

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source=pdf_text observed=2026-08-04T23:43:04.370255Z digest=sha256:73ff9d91a40b61f30acb412d8a9a9984ba1e983c7731bc8d6312ee3c48ca8ac8

Observation e417f0ca-a7d2-4e48-af9b-5785f84cc828 · outbound

This paper cites an unresolved cited work.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Unresolved cited work

Reference 94

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source=pdf_text observed=2026-08-04T23:43:04.372855Z digest=sha256:cd91414bc7284142aba990849ae4db3b9247d3d0d20521048c6fba29acec88ca

Observation 3e520f9a-2330-4de8-9874-0938918704dd · outbound

This paper cites dbci engagement scale.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support dbci engagement scale

Reference 95

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-04T23:43:04.375190Z digest=sha256:dea3f4139bf00b19dd403d40f7c59c0d97a9c39e9a09586c0d9e222c0971e6a3

Observation d09d9652-1e14-496f-86e2-cbedde3053c4 · outbound

This paper cites Personal.ai - ai memory for your conversations and ideas.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Personal.ai - ai memory for your conversations and ideas

Reference 96

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source=pdf_text observed=2026-08-04T23:43:04.377677Z digest=sha256:39735de64d57ed62ecb039cbe2312f1fd60a26fb654962003111f96c54a27b07

Observation 7ecccfb7-4d3e-4fb8-a076-f247ba1b8716 · outbound

This paper cites Designing for motivation, engagement and wellbeing in digital experience.Frontiers in psychology, 9:300159, 2018.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Designing for motivation, engagement and wellbeing in digital experience.Frontiers in psychology, 9:300159, 2018

Reference 97

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source=pdf_text observed=2026-08-04T23:43:04.380151Z digest=sha256:2e9afd2d6bd94df3ae115756734bb0a8795bcc2e3459569c4c13bffd2dc011ae

Observation 81ee79b9-a18b-412f-a5cc-7dbde000c003 · outbound

This paper cites Responsible ai—two frameworks for ethical design practice.IEEE Transactions on Technology and Society, 1(1):34–47, 2020.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Responsible ai—two frameworks for ethical design practice.IEEE Transactions on Technology and Society, 1(1):34–47, 2020

Reference 98

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source=pdf_text observed=2026-08-04T23:43:04.382676Z digest=sha256:422afbad15c6ac3f8cf271f508d3b079839310a2a542b7bc7d36cc84cb481323

Observation e431aab5-25bb-4254-8fca-44397294355d · outbound

This paper cites Cultural bias in explainable ai research: A systematic analysis.Journal of Artificial Intelligence Research, 79: 971–1000, 2024.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Cultural bias in explainable ai research: A systematic analysis.Journal of Artificial Intelligence Research, 79: 971–1000, 2024

Reference 99

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source=pdf_text observed=2026-08-04T23:43:04.384958Z digest=sha256:011aa181972a3e1ea22d2d3743edb405e53323724ebea284b05189e2875ae3ba

Observation c46a4a77-1b02-4d86-9cf7-f262ca811e18 · outbound

This paper cites The role of self-determination in mental health recovery.Psychiatric rehabilitation journal, 39(1):77, 2016.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support The role of self-determination in mental health recovery.Psychiatric rehabilitation journal, 39(1):77, 2016

Reference 100

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source=pdf_text observed=2026-08-04T23:43:04.387279Z digest=sha256:7e84413ccaa0d75bdc9577c13ece1ddd0ac717d15a94878217910ca0ece6c092

Observation e436b608-64fe-4c93-8ab9-a9ad8caf204f · outbound

This paper cites Narrative and self-concept.Journal of narrative and life history, 1(2-3):135–153, 1991.

Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support Narrative and self-concept.Journal of narrative and life history, 1(2-3):135–153, 1991

Reference 101

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T23:43:04.389625Z digest=sha256:ad2ecec133a5df6e453cad2f356898760ae20ee159c9f67c462d1199b3a1c64e

Pith citing papers

No inbound Pith citation observations are available.