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Paper Citation Record · LEDGER

CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2410.13218.

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

pith.paper-citation-record.v1
2410.13218 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:21:35.638950Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T23:19:03.444409Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 090054ea-aa39-4de0-bf5c-52a9952c4b78 · inbound

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers cites this paper.

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy

Reference 174

Resolution
unresolved
no resolver link, observed 2026-08-16T10:21:35.638950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:21:35.638950Z digest=sha256:992fe59de06df312aa8d57e04a6ed624add36c206eff32aa53f939e5fc8f727c

Observation 4101aa59-92e0-46f1-af53-aeb10185543c · inbound

Towards Understanding and Measuring COGNITIVE ATROPHY in LLM Behaviour cites this paper.

Towards Understanding and Measuring COGNITIVE ATROPHY in LLM Behaviour CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-07-03T23:19:03.447622Z

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.

source=pdf_text observed=2026-06-26T22:39:02.719646Z digest=sha256:7e96881893a147420b01e77ab7414595e0278edb7d21262799abbf44830c318a

Observation 0a6c5cea-c6a0-409b-baab-a3c2cb55cbd5 · inbound

Where do LLMs Fall Short in CBT-Guided Affective Reasoning? cites this paper.

Where do LLMs Fall Short in CBT-Guided Affective Reasoning? CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy

Reference 12

Resolution
unresolved
no resolver link, observed 2026-07-12T06:23:49.752475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T06:23:49.752475Z digest=sha256:e21632cb983b18e6dea4a87e25903a1468728b8b2b997f353b7d3f3f56728bcd