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Paper Citation Record · LEDGER

The Limited Impact of Medical Adaptation of Large Language and Vision-Language Models

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2411.08870.

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

pith.paper-citation-record.v1
2411.08870 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:29:06.507433Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T12:56:57.625497Z

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 57fefea6-580c-43d7-9e02-6859db2b4497 · inbound

Diagnosing our datasets: How does my language model learn clinical information? cites this paper.

Diagnosing our datasets: How does my language model learn clinical information? The Limited Impact of Medical Adaptation of Large Language and Vision-Language Models

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T15:29:06.507433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:29:06.507433Z digest=sha256:4c4e2239ab9944697ddf710f335e233541412b2746ad1b5fc365696907427b35

Observation fe2ac69c-04f9-4b8b-b3ba-43a115d50409 · inbound

MMBU: A Massive Multi-modal Biomedical Understanding Benchmark to Probe the Perception Capabilities of Vision-Language Models cites this paper.

MMBU: A Massive Multi-modal Biomedical Understanding Benchmark to Probe the Perception Capabilities of Vision-Language Models The Limited Impact of Medical Adaptation of Large Language and Vision-Language Models

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-07-02T12:56:57.626898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-28T01:39:30.851276Z digest=sha256:3c144af880c673880a432681d4baea5f7a17bde186fb6ee1edeaf237d0c2bb61