Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T04:24:19.291458Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 5 inbound Pith citation observations for arXiv:2602.05088.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T04:24:19.291458Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T11:48:33.394075Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-01T20:46:13.751647Z
42 of 42 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 8743a830-266f-40b9-9937-9c001d126aa9 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Use of generative AI for mental health advice among US adolescents and young adults
Reference 2
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Observation 45e730a1-2f0e-425c-b056-750f8e6e4b53 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Strengthening ChatGPT’s responses in sensitive conversations
Reference 3
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Observation 730b1fd3-7856-435e-8b80-a73e0d53e2e7 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation For argument’s sake, show me how to harm myself: Jailbreaking LLMs in suicide and self-harm contexts
Reference 5
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Observation a352043a-220a-4f32-a7a7-ea36eb967f4d · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation How LLM counselors violate ethical standards in mental health practice: A practitioner-informed framework
Reference 6
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Observation c8492062-8ee0-4b1d-bd58-050ae2aa5ff2 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Towards Understanding Sycophancy in Language Models
Reference 7
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Observation 49686386-26f1-4c01-bd22-a59af740ee06 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Longitudinal Study on Social and Emotional Use of AI Conversational Agent
Reference 8
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Observation 0aad65a0-bf54-4034-9ecf-ea5052cc4e47 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers
Reference 10
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Observation ed46b47e-164a-4771-ae31-7df9c3b978eb · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Incident 826: Character.ai chatbot allegedly influenced teen user toward suicide amid claims of missing guardrails
Reference 11
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Observation d1aff35f-0450-4505-98ca-6bae70d1e196 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Incident 1192: 16-year-old allegedly received suicide method guidance from ChatGPT before death
Reference 12
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Observation 2e15cf59-01bc-4519-b0c6-b90baf97bf42 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Lawsuits blame ChatGPT for suicides and harmful delusions
Reference 13
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Observation 705eb1e1-9523-4ded-8507-5ab7a872d458 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation VERA-MH concept paper: Validation of ethical and responsible AI in mental health
Reference 14
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Observation ae0a4df9-07bb-42af-a674-da611f86182b · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods
Reference 15
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Observation 062a9480-d5e6-4610-af51-b5c0feee31e2 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Open letter to the AI and technology industry: Protecting youth mental health and preventing suicide in the age of AI
Reference 17
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Observation b526e35b-9fcf-44e7-a510-a992313d4214 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Managing suicidal risk: A collaborative approach
Reference 19
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Observation b52e04fa-1f7e-4f9b-976e-3222dab50ac1 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation SAFE-T suicide assessment five- step evaluation and triage (PEP24-01-036)
Reference 20
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Observation 7ca133f9-038c-4ec2-810b-4a4ad687e739 · outbound
Reference 21
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Observation 5e04711e-db41-4a6a-8a0a-29a5ffcbb945 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Zero Suicide framework
Reference 22
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Observation bc425e08-3d78-467b-8bc9-76576d00560c · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Can large language models identify implicit suicidal ideation? An empirical evaluation
Reference 24
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Observation 6fc18ba3-3feb-4ab8-a9e4-1eb4404f214b · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Content analysis in mass communication: Assessment and reporting of intercoder reliability
Reference 26
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 992087bf-8959-4812-9b77-f3138f6b892c · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation MindEval: Benchmarking language models on multi-turn mental health support
Reference 27
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Observation 85ada9e8-d58f-4c86-9f18-21b1d4774eda · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Can We Trust AI Benchmarks? An Interdisciplinary Review of Current Issues in AI Evaluation
Reference 28
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Observation 0a6e32e2-28af-4a06-898b-6e16b68c5c60 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation AI and the everything in the whole wide world benchmark
Reference 29
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Observation a7075deb-29cc-4b8d-82c7-91e88690e370 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Heterogeneity in suicide risk: Evidence from personalized dynamic models
Reference 30
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Observation 44b08faa-ff0d-4f90-85ff-fb1366c237c5 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Disclosure of suicidal ideation and behaviours: A systematic review and meta-analysis of prevalence
Reference 31
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Observation 7f0e41f4-9df7-4b67-a480-fdbc9ea5d03a · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Understanding why patients may not report suicidal ideation at a health care visit prior to a suicide attempt: A qualitative study
Reference 32
Source-reported events for the cited work
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Observation f7da9d60-e549-4ca5-b01e-66eae366d4c9 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation LLMs Get Lost In Multi-Turn Conversation
Reference 33
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Observation 5d680a06-780b-4668-94c3-b82b304a9742 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Helping people when they need it most
Reference 34
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Observation 9eaeccf7-7bea-4dcd-8021-26c4f1460d33 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation High Potential for Harm
Reference 35
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 b2b28868-0302-408e-b8f1-e96542af4151 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation A principle- based framework for the development and evaluation of large language models for health and wellness
Reference 37
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Observation f6b73b01-c290-47d0-b2b4-1bc8e4ebefa6 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Health advisory: Use of generative AI chatbots and wellness applications for mental health
Reference 38
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Observation 344674cb-2c44-4b7b-ab3c-d925487d2dcf · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Independent clinical evaluation of general-purpose LLM responses to signals of suicide risk
Reference 39
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Observation eda9f5b0-1d56-4af2-989d-cd7e58af3198 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Suicidal ideation detection in conversational AI: A compliance and implementation guide
Reference 40
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Observation 915dffce-33d7-44b1-8066-f9d1073e97c7 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Does asking about suicide and related behaviours induce suicidal ideation? What is the evidence? Psychol Med
Reference 41
Source-reported events for the cited work
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Observation c9d5d229-8ba0-4143-8b2e-73653ddfae07 · outbound
Reference 42
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Observation ccb8acfb-a8c8-44e4-8955-08a13036fcec · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Making chatbots safe for suicidal patients
Reference 43
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Observation caea301f-fad7-4f47-b190-9ad75efd47a9 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Food and Drug Administration
Reference 44
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Observation ea25d129-d345-4eb9-9c1c-f4aaeff8cc8f · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Open letter on AI safety
Reference 45
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Observation 0a97c948-481d-49e7-a3dc-ecf6f454c0f0 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation The case against no-suicide contracts: The commitment to treatment statement as a practice alternative
Reference 46
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Observation a616afe2-66f0-4d10-ba42-3f339e6a61ce · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Evaluation of alignment between large language models and expert clinicians in suicide risk assessment
Reference 48
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Observation 26095dd6-2269-4975-ab4e-5c7a28e34ded · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Content analysis: An introduction to its methodology
Reference 49
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Observation bba8564f-a373-48dc-b5a5-fd698ba57abc · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation Unresolved cited work
Reference 251
Source-reported events for the cited work
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Observation c2df0039-1dbd-4c6f-b4ba-40c657af73b2 · outbound
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation VERA-MH Concept Paper
Reference 2025
Source-reported events for the cited work
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Observation 3d0b1c51-7640-47ed-8ebb-1edfdbcef0ca · inbound
A clinically validated framework for auditing AI chatbot behavior in mental health interactions AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation
Reference 52
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Observation 37e1e7d8-6116-4c35-993f-63f3fa5588d7 · inbound
LLM-as-a-Judge in Healthcare: A Scoping Analysis of Applications, Methods, and Human Alignment AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation
Reference 15
Source-reported events for the cited work
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Observation d4362a8b-badf-4f14-b59b-da916279463f · inbound
Lost in Delusion: Examining LLM Safety Under User Delusions and Distress AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation
Reference 65
Source-reported events for the cited work
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Observation 63e7a819-557d-481c-8740-42e85ca19049 · inbound
Psychological Influences of Conversational AI: Research and Design Directions for Reducing Harm and Promoting Well-Being AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation
Reference 10
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Observation c0b815f3-3b72-4bc4-99ba-9cd4b9fae625 · inbound
DelusionEval: Measuring Delusion-Linked Behaviors in AI Chatbots AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation
Reference 6
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