Pith. sign in

Paper Citation Record · LEDGER

The Reliability of LLMs for Medical Diagnosis: An Examination of Consistency, Manipulation, and Contextual Awareness

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2503.10647.

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

pith.paper-citation-record.v1
2503.10647 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 2026-08-18T06:34:40.430872+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:03:03.092810Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T07:23:13.266131Z

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 5d6f1423-9e45-4a13-915a-bc00dbd84283 · inbound

Robust Fairness Vision-Language Learning for Medical Image Analysis cites this paper.

Robust Fairness Vision-Language Learning for Medical Image Analysis The Reliability of LLMs for Medical Diagnosis: An Examination of Consistency, Manipulation, and Contextual Awareness

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-16T00:03:03.092810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:03:03.092810Z digest=sha256:fdc225490f6bedfc1e9effcd84fa279bebd0214fcb8ed36611149474e9d9071c

Observation e6b61e9c-4e79-43ec-a6f5-4cdb7afd58c8 · inbound

Same Patient, Different Words, Different Diagnosis? Evaluating Semantic Stability in Clinical LLMs cites this paper.

Same Patient, Different Words, Different Diagnosis? Evaluating Semantic Stability in Clinical LLMs The Reliability of LLMs for Medical Diagnosis: An Examination of Consistency, Manipulation, and Contextual Awareness

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-07-30T01:18:48.138451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-06-29T07:14:22.444020Z digest=sha256:ecd935f1d728bed1c93987f45c2ea37cd6b137d3c73530a45b30349827f61b68

Observation b08107a4-16d7-466f-b107-07217fbbacb8 · inbound

An Agentic AI Framework Overcomes Fundamental Limitations of Large Language Models for Glaucoma Detection from Fundus Photography cites this paper.

An Agentic AI Framework Overcomes Fundamental Limitations of Large Language Models for Glaucoma Detection from Fundus Photography The Reliability of LLMs for Medical Diagnosis: An Examination of Consistency, Manipulation, and Contextual Awareness

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-11T00:30:38.588132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:30:38.588132Z digest=sha256:b58ac5cf2d5a756448a8110f909485fcbcc47d13557519646c24dcb344b43629