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Paper Citation Record · LEDGER

Are Multimodal LLMs Ready for Clinical Dermatology? A Real-World Evaluation in Dermatology

As of 10 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 1 inbound Pith citation observation for arXiv:2605.04098.

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

pith.paper-citation-record.v1
2605.04098 v1

Coverage vector

measured 4 of 4 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-09T20:01:16.869248Z

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-09T02:59:56.503584Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T03:05:54.948122Z

Reference resolution

4 of 4 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9f9164f3-ad09-4ec9-b2e6-1c72ff0bb71e · outbound

This paper cites an unresolved cited work.

Are Multimodal LLMs Ready for Clinical Dermatology? A Real-World Evaluation in Dermatology Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-05-24T14:49:38.108853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-09T20:01:16.869248Z digest=sha256:0cb97ad0d906a5fbc096d053afc3a360a367cd4f2a80cd00e64ac84da2131ba8

Observation 27be0a6a-fa47-418a-b6bd-fac50359ecdf · outbound

This paper cites Nat Med28, 1773–1784 (2022) https://doi.org/10.1038/s41591-022-01981-2.

Are Multimodal LLMs Ready for Clinical Dermatology? A Real-World Evaluation in Dermatology Nat Med28, 1773–1784 (2022) https://doi.org/10.1038/s41591-022-01981-2

Reference 2

Resolution
metadata mismatch
doi, observed 2026-05-09T20:01:36.563918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-09T20:01:16.869248Z digest=sha256:c16a9cbb9b3632b4b21d13d91434d0b61e8d902f88765c646e9a7cf4cebad97b

Observation 42ee731b-79c2-4f2b-b2e3-8df1e6c86c23 · outbound

This paper cites Pre-trained multimodal large language model enhances dermatological diagnosis using SkinGPT-4.

Are Multimodal LLMs Ready for Clinical Dermatology? A Real-World Evaluation in Dermatology Pre-trained multimodal large language model enhances dermatological diagnosis using SkinGPT-4

Reference 3

Resolution
verified exact
doi, observed 2026-05-09T20:01:36.562157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-09T20:01:16.869248Z digest=sha256:c1bf2aa4fdb4577931e33ad93b73917e770c22e5cbc699b8c592cc1db2453431

Observation 167cdfc9-a3cf-4e91-854d-98ae565fbd52 · outbound

This paper cites Real-World.

Are Multimodal LLMs Ready for Clinical Dermatology? A Real-World Evaluation in Dermatology Real-World

Reference 4

Resolution
verified exact
doi, observed 2026-05-09T20:01:36.560053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-09T20:01:16.869248Z digest=sha256:826be877ec8dbbe7f7db94147e18ecd65fb693b5feed1cfbc8e57619bba9349e

Pith citing papers

Observation 0bd7a427-c61c-43b0-aafe-a7311efb6372 · inbound

MedPMC: A Systematic Framework for Scaling High-Fidelity Medical Multimodal Data for Foundation Models cites this paper.

MedPMC: A Systematic Framework for Scaling High-Fidelity Medical Multimodal Data for Foundation Models Are Multimodal LLMs Ready for Clinical Dermatology? A Real-World Evaluation in Dermatology

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-07-09T03:05:54.950689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-09T02:59:56.503584Z digest=sha256:0daea90ee6e80d161f13e98f24815ff7ebcc72c741df328a8feb6b757fb72080