Paper Citation Record · LEDGER

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

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 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 4 of 4 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T18:24:42.185832Z

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 2011d522-4d7a-4788-8249-10d86ae76d3b · inbound

EndoChat: Grounded Multimodal Large Language Model for Endoscopic Surgery cites this paper.

EndoChat: Grounded Multimodal Large Language Model for Endoscopic Surgery GP-VLS: A general-purpose vision language model for surgery

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-10T18:24:42.185832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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.

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 2026-08-10T06:31:04.303077+00:00.

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.