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Paper Citation Record · LEDGER

A real-time spatiotemporal AI model analyzes skill in open surgical videos

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2112.07219.

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

pith.paper-citation-record.v1
2112.07219 v1

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 2026-08-20T06:33:59.587034+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:33:17.642031Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T17:13:23.076383Z

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 64a212f4-0dcd-4016-8fbe-61a0e4f1dec0 · inbound

Capabilities of Gemini Models in Medicine cites this paper.

Capabilities of Gemini Models in Medicine A real-time spatiotemporal AI model analyzes skill in open surgical videos

Reference 169

Resolution
verified exact
arxiv_id, observed 2026-05-15T17:13:23.079025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-05-15T17:13:22.759147Z digest=sha256:93233561fe5e6ba9a1d680a009193e42859115583b3b8aed6103c750d844370f

Observation 68acc34c-4323-420d-ac85-888b3e486c00 · inbound

RoHan: Robust Hand Detection in Operation Room cites this paper.

RoHan: Robust Hand Detection in Operation Room A real-time spatiotemporal AI model analyzes skill in open surgical videos

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-10T20:33:17.642031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:33:17.642031Z digest=sha256:909a442eea8c2f1c068fc5d2a2a982c2ee058bf732523ab9930b296bee7557b4

Observation 9a397f8f-feed-494b-8dec-11e110d1429f · inbound

TEMSET-24K: Densely Annotated Dataset for Indexing Multipart Endoscopic Videos using Surgical Timeline Segmentation cites this paper.

TEMSET-24K: Densely Annotated Dataset for Indexing Multipart Endoscopic Videos using Surgical Timeline Segmentation A real-time spatiotemporal AI model analyzes skill in open surgical videos

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-08T14:37:59.499478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:37:59.499478Z digest=sha256:bac816dd6b576b99c050cbf5f9b0bd9d2fc3f9e05f1d5462fe8fe48703f1809f

Observation adfd7401-7eaa-4fa5-bc04-a987fe9763b0 · inbound

SurgLLM: A Versatile Large Multimodal Model with Spatial Focus and Temporal Awareness for Surgical Video Understanding cites this paper.

SurgLLM: A Versatile Large Multimodal Model with Spatial Focus and Temporal Awareness for Surgical Video Understanding A real-time spatiotemporal AI model analyzes skill in open surgical videos

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-05T13:46:02.644311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:46:02.644311Z digest=sha256:347c64419114ae0c15513b8e88e2ca73707984cbc0dbe266c3343946918310fe