Paper Citation Record · LEDGER

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice

As of 8 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2607.25667.

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

pith.paper-citation-record.v1
2607.25667 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T01:55:25.176548Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

43 of 43 outbound references displayed

verified exact1
verified fuzzy0
unresolved42
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External citation measurements

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Outbound references

Observation 7d4e7c4f-b7d0-448c-b533-83ba00c06579 · outbound

This paper cites an unresolved cited work.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:19.704651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbd2d599-f779-4412-8c91-205a84242389 · outbound

This paper cites an unresolved cited work.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:19.795126Z

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Observation 14ef4847-47dd-40ac-9b45-b8451b8dc586 · outbound

This paper cites S., Aghazadeh Ardebili, A.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice S., Aghazadeh Ardebili, A

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:19.908601Z

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Observation 3f2b6bce-63f9-4d2c-9c96-4099da91eb39 · outbound

This paper cites Digital mental health: Role of artificial intelligence in psychotherapy.Annals of neurosciences32, 117–127 (2025).

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice Digital mental health: Role of artificial intelligence in psychotherapy.Annals of neurosciences32, 117–127 (2025)

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:20.087708Z

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Unavailable: canonical work link unavailable.

Observation 1459a063-c54e-4078-acef-a0675e317c2f · outbound

This paper cites LLMs can persuade only psychologically susceptible humans on societal issues, via trust in AI and emotional appeals, amid logical fallacies.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice LLMs can persuade only psychologically susceptible humans on societal issues, via trust in AI and emotional appeals, amid logical fallacies

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:20.214261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 258d8b1d-8b75-4cb8-97b7-2153918ac805 · outbound

This paper cites Mapping how LLMs debate societal issues when shadowing human personality traits, sociodemographics and social media behavior.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice Mapping how LLMs debate societal issues when shadowing human personality traits, sociodemographics and social media behavior

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:20.339593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f21ee521-9438-4447-a139-f17c4b93d078 · outbound

This paper cites an unresolved cited work.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:20.411045Z

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Unavailable: canonical work link unavailable.

Observation 1e4049cc-41b8-469d-ad5d-60b99f5367ee · outbound

This paper cites P.et al.Out of one, many: Using language models to simulate human samples.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice P.et al.Out of one, many: Using language models to simulate human samples

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:20.511274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f20f5097-872e-454a-8b61-dafddfef0139 · outbound

This paper cites S., Improta, R.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice S., Improta, R

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:20.618042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59e35f9d-6820-4b14-b474-32382c652eeb · outbound

This paper cites Quantifying the Persona Effect in LLM Simulations.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice Quantifying the Persona Effect in LLM Simulations

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:20.764977Z

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Unavailable: canonical work link unavailable.

Observation 437d67f1-b829-4d1d-a91c-445b5001a97b · outbound

This paper cites & Dickerson, J.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice & Dickerson, J

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:20.883770Z

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Observation fe26294f-2577-494b-bb0e-959356025de7 · outbound

This paper cites URL https://doi.org/10.1057/9781137496850 30.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice URL https://doi.org/10.1057/9781137496850 30

Reference 12

Resolution: verified exact; doi, observed 2026-08-01T01:55:52.276489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 770c1e5f-2d64-4756-99ca-12fbc90a461a · outbound

This paper cites M.Speech and text psychometrics: Identifying suicide risk factors with large language models and acoustic networks(Harvard University, 2024).

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice M.Speech and text psychometrics: Identifying suicide risk factors with large language models and acoustic networks(Harvard University, 2024)

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:21.070339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6eaf213d-67d0-498e-aec5-e325aea8123b · outbound

This paper cites & Vinciarelli, A.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice & Vinciarelli, A

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:21.231283Z

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Observation 728dd86d-4942-47e0-9bd7-01f0d2e97261 · outbound

This paper cites Large Language Model based Multi-Agents: A Survey of Progress and Challenges.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:21.310299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a9a835a-d2d7-4257-8e21-186963dd943f · outbound

This paper cites Diagnostic and statistical manual of mental disorders: DSM-5Vol.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice Diagnostic and statistical manual of mental disorders: DSM-5Vol

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:21.434587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd7c5ec9-abe8-4e7a-be95-cd522c3f7ce7 · outbound

This paper cites & Gray, K.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice & Gray, K

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:21.499497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6e660ee-b781-4679-8871-fabc9ec40b14 · outbound

This paper cites & Stella, M.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice & Stella, M

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:21.558544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2767f723-705d-47e4-8498-54e2beae0efc · outbound

This paper cites S., Wulff, D.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice S., Wulff, D

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:21.632106Z

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Unavailable: canonical work link unavailable.

Observation 99d7c2fc-a2bc-445b-9251-ee07c410b737 · outbound

This paper cites an unresolved cited work.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:21.677822Z

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Unavailable: canonical work link unavailable.

Observation 46946a4b-f45f-4a92-ba28-9c8ef8cea257 · outbound

This paper cites an unresolved cited work.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:21.749319Z

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Unavailable: canonical work link unavailable.

Observation b5f23f78-9bd8-4b9d-9827-0c1fecef58cb · outbound

This paper cites an unresolved cited work.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:21.948284Z

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Unavailable: canonical work link unavailable.

Observation de9a6f56-b696-466b-8435-8c01b3a86986 · outbound

This paper cites inA general psychoevolutionary theory of emotion(edsTheories of emotion) Plutchik, R.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice inA general psychoevolutionary theory of emotion(edsTheories of emotion) Plutchik, R

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:22.112435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6824c3c8-0a8e-43fc-98c1-97c7dfe19c61 · outbound

This paper cites & Johnstone, T.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice & Johnstone, T

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:22.258996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4dec749-b656-47eb-921e-511f78c34fb6 · outbound

This paper cites an unresolved cited work.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:22.470395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb66bd1a-371d-41e7-96c9-a115ce416483 · outbound

This paper cites W.DSM-5-TR Clinical Cases(American Psychiatric Association Publishing, Washington, DC, 2023).

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice W.DSM-5-TR Clinical Cases(American Psychiatric Association Publishing, Washington, DC, 2023)

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:22.638503Z

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Unavailable: canonical work link unavailable.

Observation ccef30a0-d561-45c9-8c49-e0041f2e1fb2 · outbound

This paper cites edn (American Psychiatric Association Publishing, Washington, DC, 2022).

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice edn (American Psychiatric Association Publishing, Washington, DC, 2022)

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:22.764721Z

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Unavailable: canonical work link unavailable.

Observation a1e4c695-cb93-4aa8-bcc4-c66d6bc2daca · outbound

This paper cites Gemini 3.1 flash audio (flash live, tts) — model card (2026).

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice Gemini 3.1 flash audio (flash live, tts) — model card (2026)

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:22.959143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d13fcf9-163b-4588-88c1-2b2ed032439f · outbound

This paper cites Gemma-4-12b-it — model card (2026).

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice Gemma-4-12b-it — model card (2026)

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:23.139341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32085c88-9516-4846-b3da-40fead54a04b · outbound

This paper cites OmniVoice: Towards Omnilingual Zero-Shot Text-to-Speech with Diffusion Language Models.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice OmniVoice: Towards Omnilingual Zero-Shot Text-to-Speech with Diffusion Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:23.261489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cd0b5d8-cdff-40d8-a8dc-7fce3c1395c3 · outbound

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MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice Qwen3.6-35b-a3b-awq — model card (2026)

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:23.401767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c4deea9-e718-4db6-9aa9-0d648ed46898 · outbound

This paper cites Gemini 3.5 flash — model card (2026).

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice Gemini 3.5 flash — model card (2026)

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:23.549474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d5d90fe-2392-48fe-8dbb-d98e68ec0cd1 · outbound

This paper cites Gemma-4-e2b-it — model card (2026).

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice Gemma-4-e2b-it — model card (2026)

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:23.711550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07af917a-5cf2-41bb-afd2-2dae1b393568 · outbound

This paper cites Qwen3.5: Towards native multimodal agents (2026).

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice Qwen3.5: Towards native multimodal agents (2026)

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:23.897477Z

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Unavailable: canonical work link unavailable.

Observation d3d02386-eb3d-4386-9a69-f433e1767e11 · outbound

This paper cites B.et al.The structure of competence: Evaluating the factor structure of the cognitive therapy rating scale.Behavior Therapy51, 113–122 (2020).

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice B.et al.The structure of competence: Evaluating the factor structure of the cognitive therapy rating scale.Behavior Therapy51, 113–122 (2020)

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:24.028314Z

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Unavailable: canonical work link unavailable.

Observation 708f4449-64b5-4eba-8e9f-9b817f42f466 · outbound

This paper cites A., Wolk, C.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice A., Wolk, C

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:24.165922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 863cb4ac-b902-4f32-8f64-931b55fe6859 · outbound

This paper cites an unresolved cited work.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:24.301743Z

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Unavailable: canonical work link unavailable.

Observation f9a959fc-10fa-4312-9180-b2442786732a · outbound

This paper cites an unresolved cited work.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:24.432237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d86abaf2-96d8-46e8-826d-a7861cd13190 · outbound

This paper cites F.et al.Therapist competence ratings in relation to clinical outcome in cognitive therapy of depression.Journal of Consulting and Clinical Psychology67, 837–846 (1999).

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice F.et al.Therapist competence ratings in relation to clinical outcome in cognitive therapy of depression.Journal of Consulting and Clinical Psychology67, 837–846 (1999)

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:24.623128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f156ecc9-5f3a-48e1-9a2e-76fbde46e135 · outbound

This paper cites & Bowman, S.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice & Bowman, S

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:24.747691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69c2213d-c90b-4611-9712-219130290f01 · outbound

This paper cites The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:24.903420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7785900f-ceeb-48d1-b666-96fc6a5dc981 · outbound

This paper cites an unresolved cited work.

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:25.053199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5d2d588-5f18-426f-9d62-09836832aaf5 · outbound

This paper cites Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead.Nature machine intelligence1, 206–215 (2019).

MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead.Nature machine intelligence1, 206–215 (2019)

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:25.176548Z

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Pith citing papers

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