Paper Citation Record · LEDGER

LLMs for health: Perceived benefits, risks, intention to use AI chatbots, and willingness to self-disclose across sensitive health topics

As of 22 August 2026, this Paper Citation Record lists 9 of 9 outbound references and 0 inbound Pith citation observations for arXiv:2607.09253.

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

pith.paper-citation-record.v1
2607.09253 v1

Coverage vector

measured 9 of 9 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T04:22:46.299811Z

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

9 of 9 outbound references displayed

verified exact0
verified fuzzy0
unresolved7
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8acb5de5-ff61-478e-b678-e707b74536f3 · outbound

This paper cites To what extent would you describe the health condition as sensitive to discuss?.

LLMs for health: Perceived benefits, risks, intention to use AI chatbots, and willingness to self-disclose across sensitive health topics To what extent would you describe the health condition as sensitive to discuss?

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-13T04:22:46.299811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdbb56de-67fd-4cd6-a5fd-611050811538 · outbound

This paper cites It is a benefit that the AI chatbot… can answer an unlimited number of questions.

LLMs for health: Perceived benefits, risks, intention to use AI chatbots, and willingness to self-disclose across sensitive health topics It is a benefit that the AI chatbot… can answer an unlimited number of questions

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-13T04:22:46.299811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecc1c8e2-de42-4e8e-857b-82fbf0243c1b · outbound

This paper cites These models all returned an error indicating that the number of observations <= number of random effects and was therefore not considered for best fitting model.

LLMs for health: Perceived benefits, risks, intention to use AI chatbots, and willingness to self-disclose across sensitive health topics These models all returned an error indicating that the number of observations <= number of random effects and was therefore not considered for best fitting model

Reference 3

Resolution: malformed identifier; no resolver link, observed 2026-07-13T04:22:46.299811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cf3c159-ff9b-4b73-aa11-ff0049193d91 · outbound

This paper cites "It Listens Better Than My Therapist": Exploring Social Media Discourse on LLMs as Mental Health Tool.

LLMs for health: Perceived benefits, risks, intention to use AI chatbots, and willingness to self-disclose across sensitive health topics "It Listens Better Than My Therapist": Exploring Social Media Discourse on LLMs as Mental Health Tool

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-13T04:22:46.299811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cf66aa9-1dd4-4770-b95c-f88b122fe359 · outbound

This paper cites Talk to me, i’m secure.

LLMs for health: Perceived benefits, risks, intention to use AI chatbots, and willingness to self-disclose across sensitive health topics Talk to me, i’m secure

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-13T04:22:46.299811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ebabf20-f773-4084-b940-389065119feb · outbound

This paper cites Chatting with ChatGPT.

LLMs for health: Perceived benefits, risks, intention to use AI chatbots, and willingness to self-disclose across sensitive health topics Chatting with ChatGPT

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-13T04:22:46.299811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c9a75fe-6076-4dd5-a73b-379d917fa443 · outbound

This paper cites Journal of Medical Internet Research 8(4): e507.

LLMs for health: Perceived benefits, risks, intention to use AI chatbots, and willingness to self-disclose across sensitive health topics Journal of Medical Internet Research 8(4): e507

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-13T04:22:46.299811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 282fd18c-9d76-4b5f-869b-ec517941008c · outbound

This paper cites Personality and Social Psychology Review 4(2): 174-185.

LLMs for health: Perceived benefits, risks, intention to use AI chatbots, and willingness to self-disclose across sensitive health topics Personality and Social Psychology Review 4(2): 174-185

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-13T04:22:46.299811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a01d1a3-3f32-49ca-bb2c-4792083df8a2 · outbound

This paper cites Understanding the concerns and choices of public when using large language models for healthcare.

LLMs for health: Perceived benefits, risks, intention to use AI chatbots, and willingness to self-disclose across sensitive health topics Understanding the concerns and choices of public when using large language models for healthcare

Reference 9

Resolution: metadata mismatch; local_arxiv, observed 2026-07-13T04:29:19.888460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.