Paper Citation Record · LEDGER

Metrics Matter in Surgical Phase Recognition

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2305.13961.

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

pith.paper-citation-record.v1
2305.13961 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:13:11.795218Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T14:35:46.572581Z

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 786c87e1-6152-4771-8ae9-f4502ef66405 · inbound

Neural Finite-State Machines for Surgical Phase Recognition cites this paper.

Neural Finite-State Machines for Surgical Phase Recognition Metrics Matter in Surgical Phase Recognition

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T11:39:27.984121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38d91347-38d3-45f4-92f5-209c358aab8f · inbound

Benchmarking and Enhancing Surgical Phase Recognition Models for Robotic-Assisted Esophagectomy cites this paper.

Benchmarking and Enhancing Surgical Phase Recognition Models for Robotic-Assisted Esophagectomy Metrics Matter in Surgical Phase Recognition

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T21:52:13.462305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40ec74bd-f7c7-4e7f-9137-fcc792377505 · inbound

Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation cites this paper.

Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Metrics Matter in Surgical Phase Recognition

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-10T18:40:00.979366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e60ac058-7af2-4d22-8e16-736ec05f30b3 · inbound

ReSW-VL: Representation Learning for Surgical Workflow Analysis Using Vision-Language Model cites this paper.

ReSW-VL: Representation Learning for Surgical Workflow Analysis Using Vision-Language Model Metrics Matter in Surgical Phase Recognition

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T20:13:11.795218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fbafef8-a869-4afe-a950-76b4fe9f55f7 · inbound

SemiVT-Surge: Semi-Supervised Video Transformer for Surgical Phase Recognition cites this paper.

SemiVT-Surge: Semi-Supervised Video Transformer for Surgical Phase Recognition Metrics Matter in Surgical Phase Recognition

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T11:47:50.868013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78376dde-e7a9-4c81-9080-27139896c8d3 · inbound

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery cites this paper.

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery Metrics Matter in Surgical Phase Recognition

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T22:24:43.090737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b885d5b-650b-4c11-a0e9-4a3176c08730 · inbound

Current validation practice undermines surgical AI development cites this paper.

Current validation practice undermines surgical AI development Metrics Matter in Surgical Phase Recognition

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T01:42:17.480781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6ed6418f-0c7e-4f9b-abc3-7b7012c5e0ba · inbound

Current validation practice undermines surgical AI development cites this paper.

Current validation practice undermines surgical AI development Metrics Matter in Surgical Phase Recognition

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T23:55:22.619943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4bf0089-0925-4276-abfa-3bda69922003 · inbound

SurgicalMamba: Dual-Path SSD with State Regramming for Online Surgical Phase Recognition cites this paper.

SurgicalMamba: Dual-Path SSD with State Regramming for Online Surgical Phase Recognition Metrics Matter in Surgical Phase Recognition

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-20T21:03:46.772543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bf038229-00ff-4514-b72a-224df4f2772b · inbound

SurgicalMamba: Dual-Path SSD with State Regramming for Online Surgical Phase Recognition cites this paper.

SurgicalMamba: Dual-Path SSD with State Regramming for Online Surgical Phase Recognition Metrics Matter in Surgical Phase Recognition

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-07-01T14:35:46.574127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 802b1beb-0c65-4985-adf3-db552c24134f · inbound

HTT-Net: Hierarchical Text-guided Transition Modeling for Surgical Video Phase Recognition cites this paper.

HTT-Net: Hierarchical Text-guided Transition Modeling for Surgical Video Phase Recognition Metrics Matter in Surgical Phase Recognition

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T19:59:18.018455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.