Paper Citation Record · LEDGER

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening

As of 13 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2606.21123.

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

pith.paper-citation-record.v1
2606.21123 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T14:10:16.632153Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

44 of 44 outbound references displayed

verified exact10
verified fuzzy0
unresolved34
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 722f0779-05b8-4909-a1dc-7a760a882676 · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f471612-467a-47ec-a1f7-32bc33ac67c5 · outbound

This paper cites 2013.Diagnostic and statistical manual of mental disorders: DSM-5.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening 2013.Diagnostic and statistical manual of mental disorders: DSM-5

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 718d721b-56a6-411f-86d4-25f5d4f9af64 · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e94acf7-2f60-4b51-b8c7-0434f0926c48 · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22708c65-9439-4f54-a0b0-50d515d7e362 · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f36394c4-93b4-4d16-a017-4bea61dda393 · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-06-26T14:19:31.482931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3a062a4a-4766-4186-b2d4-18dcea6a44a7 · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4443a65f-cc8b-4d9f-b011-1e32809685ce · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d3be4df-22a9-4ac5-86ce-4cedc1b476d7 · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c6d0897-fa95-41bc-a94d-2f1340f9b88f · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6709cc99-cc90-4bd2-a507-6bf496779507 · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7caac7a3-000d-44e8-9e38-3e7d500784e2 · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90597fc8-72de-4da6-b1a2-fdb6844e0d6f · outbound

This paper cites InProceedings of the International Conference on Language Resources and Evaluation (LREC), Vol.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening InProceedings of the International Conference on Language Resources and Evaluation (LREC), Vol

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc1d79c6-0ef3-443e-9af4-282cfb744aa4 · outbound

This paper cites The Llama 3 Herd of Models.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening The Llama 3 Herd of Models

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-07-04T06:49:38.024048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d10a43ea-0919-4020-9062-0c46278e821c · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-07-04T06:49:38.004705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1f6795ea-8ebd-4b15-b23b-51daddde621a · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9d0403f-6303-4ce5-862e-8e66c422271a · outbound

This paper cites DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-07-04T06:49:38.008327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 186278d0-95e5-4fb1-b873-c3a366820a00 · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 733dd96e-d3a3-4ab2-8686-a2b6a4032eb3 · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7888ea5e-a06e-43ca-8a12-2188d7235969 · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 912ee121-8b0d-4f9e-aa63-82d1d8b815f5 · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cce10c63-a8c4-4b47-b32e-6eca68fb88f8 · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb14a5ad-581f-41ff-b5cb-baa4f76faa23 · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37f75b2a-8891-427c-9e40-8075799694bc · outbound

This paper cites Holistic Evaluation of Language Models.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Holistic Evaluation of Language Models

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-07-04T06:49:38.014720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 47af155b-8cbe-4668-9f36-1d3f81dc9d11 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-07-04T06:49:37.998216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8398a305-83af-405d-b66e-81082f837175 · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f00d18e1-bb31-430f-a7c0-a47b4df71939 · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ae5e6e2-ad0a-4848-8081-e0e417f6d4ec · outbound

This paper cites Nomic Embed: Training a Reproducible Long Context Text Embedder.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Nomic Embed: Training a Reproducible Long Context Text Embedder

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-07-04T06:49:38.001854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 783cfd1c-9f95-43ea-ad85-d0ff5b660cbd · outbound

This paper cites Integrating Large Language Models into a Tri-Modal Architecture for Automated Depression Classification on the DAIC-WOZ.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Integrating Large Language Models into a Tri-Modal Architecture for Automated Depression Classification on the DAIC-WOZ

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:49:38.018151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f6d5481f-a915-4d91-b1a7-354a503d8fe7 · outbound

This paper cites Qwen2.5 Technical Report.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Qwen2.5 Technical Report

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-07-04T06:49:38.021414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8a29ae00-901e-445d-9ffb-f647ca2486cd · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 278b5f6f-abb1-42ec-a3c6-104de43e2e5b · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa1553bb-2661-46dd-add3-dc0db3e66f50 · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bdfcd38-7b02-4b93-8956-bb9ece0fa0b2 · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78738812-3f6a-4a20-b77a-e2b51c5dee0f · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8b9142c-b026-459e-b01a-1bec88d9f92d · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b09234b-1758-4731-9b30-a102920dd77e · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0740dc6-245d-4cb1-90f7-2726417c083b · outbound

This paper cites Food and Drug Administration (FDA), Health Canada, and Medicines and Healthcare products Regulatory Agency (MHRA).

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Food and Drug Administration (FDA), Health Canada, and Medicines and Healthcare products Regulatory Agency (MHRA)

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60f28fa5-bdb3-4e88-b705-e19f02d8e29c · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78e0106d-263b-48bd-8ab3-cdae0b3705db · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-07-04T06:49:38.011294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2d217026-0a37-4817-8e6e-b466791e71f2 · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bdd7173-ccdb-4df0-8825-36999a9b2f72 · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 441edc3b-7087-4e20-b0d4-2dbfba58bcec · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 021a4cea-6ae8-4e00-a95b-32793e80d11c · outbound

This paper cites an unresolved cited work.

A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-06-26T14:10:16.632153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.