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Paper Citation Record · LEDGER

Objective Surgical Skills Assessment and Tool Localization: Results from the MICCAI 2021 SimSurgSkill Challenge

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2212.04448.

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

pith.paper-citation-record.v1
2212.04448 v1

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 2026-08-05T06:32:48.257954+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-24T08:39:33.303000Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-24T08:44:14.317559Z

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 7598fff0-ba0c-4ded-a9d1-6cf7ea8ef14a · inbound

Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 cites this paper.

Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Objective Surgical Skills Assessment and Tool Localization: Results from the MICCAI 2021 SimSurgSkill Challenge

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-24T08:44:14.320750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-24T08:39:33.303000Z digest=sha256:094810c130b007e8a130a57abaee24a294ba1c158ab0d59275f117839a202e74

Observation 8f3b1525-d6aa-4862-a0eb-d09a2792affa · inbound

Surgical Visual Understanding (SurgVU) Dataset cites this paper.

Surgical Visual Understanding (SurgVU) Dataset Objective Surgical Skills Assessment and Tool Localization: Results from the MICCAI 2021 SimSurgSkill Challenge

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-23T06:02:38.112707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T05:58:32.582946Z digest=sha256:45770fbf62a1889d6947c09ca2718cc061e9bd3774dc0bc036e306c597e20674