Paper Citation Record · LEDGER

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture

As of 8 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2607.24817.

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

pith.paper-citation-record.v1
2607.24817 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T22:39:06.263631Z

measured 25 of 25 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

25 of 25 outbound references displayed

verified exact0
verified fuzzy0
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c25ad95b-8799-43e5-974b-4c5f61099145 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T22:39:03.144781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95f2e6ba-d252-4385-a030-40a40906d3a6 · outbound

This paper cites The use of artificial intelligence in psychotherapy: development of intelligent therapeutic systems.

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture The use of artificial intelligence in psychotherapy: development of intelligent therapeutic systems

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T22:39:03.224751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dc2b1c2-52b4-4003-864e-6570aa79e6dd · outbound

This paper cites & Baumeister, H.

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture & Baumeister, H

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T22:39:03.304747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 688af904-4766-4f7b-84e8-eee34deb5859 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T22:39:03.384739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbdd445b-cc80-4500-ad0a-95e4f29ba38e · outbound

This paper cites & Davis, K.

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture & Davis, K

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T22:39:03.554744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e98c5f6-c6b6-4fd1-95f2-3d0ca82aae8b · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T22:39:03.664831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9bfc0bd-933e-48d6-9432-ad4662c3ed3b · outbound

This paper cites P., Hunt, C.

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture P., Hunt, C

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T22:39:03.802637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03011b92-1f15-415d-8114-453b66cdb355 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T22:39:03.954748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef61592b-480c-475e-a131-13b6b307979a · outbound

This paper cites & Bechard, P.

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture & Bechard, P

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T22:39:04.021913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e33965f2-9524-4445-83bb-405d282648df · outbound

This paper cites Towards Understanding Systems Trade-offs in Retrieval-Augmented Generation Model Inference.

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture Towards Understanding Systems Trade-offs in Retrieval-Augmented Generation Model Inference

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T22:39:04.174766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9694ef3a-e04d-47c0-a928-36ec117b1bd8 · outbound

This paper cites M., Kaymak, U.

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture M., Kaymak, U

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T22:39:04.354749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1a06999-62a3-40d7-add8-f71e677edad1 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T22:39:04.484750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52ebfee0-aeb3-4aa2-9049-0807bc020690 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T22:39:04.580409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86feccc9-ea1a-477a-98b4-e99d3ae2434b · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T22:39:04.644750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fa897d7-7dd4-4ad2-9c90-18e2ef282d53 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T22:39:04.704745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc00ce30-cad3-4064-8da7-96f9b060944c · outbound

This paper cites Y., Michail, A.

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture Y., Michail, A

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T22:39:04.844747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b684fcd0-8588-4347-8cbd-3666d6a36f88 · outbound

This paper cites Optimizing Retrieval-Augmented Generation: Analysis of Hyperparameter Impact on Performance and Efficiency.

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture Optimizing Retrieval-Augmented Generation: Analysis of Hyperparameter Impact on Performance and Efficiency

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T22:39:04.994747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94808ade-9799-436e-b505-d4444df5c9b1 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T22:39:05.094747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73c0ee0f-4422-4d20-a008-4d91e01a7821 · outbound

This paper cites Less LLM, More Documents: Searching for Improved RAG.

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture Less LLM, More Documents: Searching for Improved RAG

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T22:39:05.254749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40f554b7-4cd3-4480-984e-0efc6548a4dc · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T22:39:05.404746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cc80a71-8308-4500-9f57-08c17ac63319 · outbound

This paper cites The Effect of Scaling, Retrieval Augmentation and Form on the Factual Consistency of Language Models.

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture The Effect of Scaling, Retrieval Augmentation and Form on the Factual Consistency of Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T22:39:05.564747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f62b4f5-e483-41cc-8f6e-77e2f322edc9 · outbound

This paper cites Case-based Reasoning Augmented Large Language Model Framework for Decision Making in Realistic Safety-Critical Driving Scenarios.

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture Case-based Reasoning Augmented Large Language Model Framework for Decision Making in Realistic Safety-Critical Driving Scenarios

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T22:39:05.752352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b4d8b7d-a4e3-4b63-96c0-d3e5d035f98b · outbound

This paper cites Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding.

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T22:39:05.954747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc4f33fd-513c-4ee6-826e-530cf85c378f · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T22:39:06.064752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a4327d0-017f-4fda-b904-7d2618c6924e · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation in LLMs for Mental Health: Quantifying the Incremental Contribution of Retrieval Within a Layered Safety Architecture Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T22:39:06.263631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.