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Paper Citation Record · LEDGER

GP-VLS: A general-purpose vision language model for surgery

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2407.19305.

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

pith.paper-citation-record.v1
2407.19305 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 2026-08-09T06:31:02.800959+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:16:27.129903Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T05:25:23.551150Z

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 2f985d3e-9099-4895-bcf4-6f11e49b96d3 · inbound

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis cites this paper.

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis GP-VLS: A general-purpose vision language model for surgery

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-04T23:05:00.713882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:05:00.713882Z digest=sha256:44255f50afe70964670d0741e18a04443fed925da37973c49f754f116f251e17

Observation 9c307d83-f479-444d-8d22-8174b8c6a903 · inbound

RoboSurg-VQA: A Multimodal Benchmark for Surgical Segmentation-Aware Visual Question Answering cites this paper.

RoboSurg-VQA: A Multimodal Benchmark for Surgical Segmentation-Aware Visual Question Answering GP-VLS: A general-purpose vision language model for surgery

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-25T05:25:23.553627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-25T05:22:44.481868Z digest=sha256:dd57f838d493643f37b2d93156e6d6593b027e7805449424c5900dbebf0a63cd

Observation e4fb52d0-fdf1-4ebc-a638-fdb81087c740 · inbound

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding cites this paper.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding GP-VLS: A general-purpose vision language model for surgery

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T19:16:27.129903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:16:27.129903Z digest=sha256:94a2880c06f2bfbd9a407997c379f60fc5f5f930d61ac0bb3c170b97e41216d8