Paper Citation Record · LEDGER

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding

As of 9 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2608.04676.

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

pith.paper-citation-record.v1
2608.04676 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:16:28.215749Z

measured 45 of 45 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

45 of 45 outbound references displayed

verified exact4
verified fuzzy25
unresolved16
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e2be2d6c-d7d2-404d-9540-e7edff2f0449 · outbound

This paper cites Surgical data science for next-generation interventions,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Surgical data science for next-generation interventions,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:28.755157Z

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.

Observation 7545cd78-8138-4c02-bcdd-4d06f27ac506 · outbound

This paper cites Endonet: a deep architecture for recognition tasks on laparoscopic videos,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Endonet: a deep architecture for recognition tasks on laparoscopic videos,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:28.748142Z

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.

Observation 34d8358b-ff26-48b5-99a3-0b761d0e8e69 · outbound

This paper cites Tecno: Surgical phase recognition with multi-stage temporal convolutional networks,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Tecno: Surgical phase recognition with multi-stage temporal convolutional networks,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:28.740863Z

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.

Observation 4bcd1036-cd5b-4497-90c0-de491d1f4751 · outbound

This paper cites Video-based surgical skill assessment using 3d convolutional neural networks,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Video-based surgical skill assessment using 3d convolutional neural networks,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:28.734102Z

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.

Observation e9b20194-0d7c-422f-bfa3-ffda191bbed4 · outbound

This paper cites CholecTriplet2021: A benchmark challenge for surgical action triplet recognition,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding CholecTriplet2021: A benchmark challenge for surgical action triplet recognition,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:28.727323Z

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.

Observation e38d567c-3cda-48ff-ad78-710b39afe4f8 · outbound

This paper cites Video-chatgpt: Towards detailed video understanding via large vision and language models,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Video-chatgpt: Towards detailed video understanding via large vision and language models,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:25.673883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dccb5b83-a69b-4fd6-9169-ba64bda48ed0 · outbound

This paper cites Video-llama: An instruction-tuned audio- visual language model for video understanding,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Video-llama: An instruction-tuned audio- visual language model for video understanding,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:28.716805Z

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.

Observation 52df1f1f-d3bb-4de4-a904-d81aeb361ad1 · outbound

This paper cites LLaVA-Surg: Towards Multimodal Surgical Assistant via Structured Surgical Video Learning.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding LLaVA-Surg: Towards Multimodal Surgical Assistant via Structured Surgical Video Learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:25.817758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce833c7e-a201-4594-9eb8-9a9393cc7180 · outbound

This paper cites The Llama 3 Herd of Models.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding The Llama 3 Herd of Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:25.906461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86ace567-1834-4723-bbac-37c8e287b10a · outbound

This paper cites Qwen3 Technical Report.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Qwen3 Technical Report

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:25.987066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55965cee-6a75-4819-8797-15e394289e62 · outbound

This paper cites CLIP4Clip: An empirical study of clip for end to end video clip retrieval and captioning,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding CLIP4Clip: An empirical study of clip for end to end video clip retrieval and captioning,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:28.710596Z

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.

Observation f364efd4-dcda-48d1-8052-9d3a7cf9da90 · outbound

This paper cites Videoclip: Contrastive pre-training for zero-shot video- text understanding,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Videoclip: Contrastive pre-training for zero-shot video- text understanding,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:28.703886Z

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.

Observation 678e7b22-dbdc-460f-8151-0502bae81eb3 · outbound

This paper cites Learning multi-modal representations by watching hundreds of surgical video lectures,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Learning multi-modal representations by watching hundreds of surgical video lectures,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:28.697979Z

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.

Observation a5add67c-aa92-4f90-b6b1-92399f7b439c · outbound

This paper cites Vlog: Video-language models by generative retrieval of narration vocabulary,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Vlog: Video-language models by generative retrieval of narration vocabulary,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:28.691703Z

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.

Observation 83c22e0a-81b8-4341-9a7e-9e8bcc2eafb4 · outbound

This paper cites Qwen3-VL-Embedding and Qwen3-VL-Reranker: A Unified Framework for State-of-the-Art Multimodal Retrieval and Ranking.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Qwen3-VL-Embedding and Qwen3-VL-Reranker: A Unified Framework for State-of-the-Art Multimodal Retrieval and Ranking

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:26.440798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6c5cad7-8718-40ae-b23f-c71074574ddf · outbound

This paper cites Hecvl: Hierarchical video-language pretraining for zero-shot surgical phase recognition,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Hecvl: Hierarchical video-language pretraining for zero-shot surgical phase recognition,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:28.685821Z

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.

Observation 30338680-b9a3-40d9-afa3-4e1b04ab7f25 · outbound

This paper cites VidLPRO: A video- language pre-training framework for robotic and laparoscopic surgery,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding VidLPRO: A video- language pre-training framework for robotic and laparoscopic surgery,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:28.679173Z

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.

Observation f241a707-0f1d-4b9d-9872-464bee5cd332 · outbound

This paper cites Ophclip: Hierarchical retrieval-augmented learning for ophthalmic surgical video-language pretraining,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Ophclip: Hierarchical retrieval-augmented learning for ophthalmic surgical video-language pretraining,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:28.672963Z

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.

Observation b0841ad2-a419-4b53-b770-5e06c230fb1f · outbound

This paper cites Procedure-aware surgical video-language pretraining with hierarchical knowledge aug- mentation,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Procedure-aware surgical video-language pretraining with hierarchical knowledge aug- mentation,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:28.666604Z

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.

Observation cc429aa6-3d98-4253-925e-74242c1fe57c · outbound

This paper cites CliPPER: Contextual video-language pretraining on long-form intraoperative surgical proce- dures for event recognition,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding CliPPER: Contextual video-language pretraining on long-form intraoperative surgical proce- dures for event recognition,

Reference 20

Resolution: verified exact; raw_fallback, observed 2026-08-06T19:16:28.556184Z

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.

Observation b8139039-f99a-4380-bff2-cec957b4f141 · outbound

This paper cites SurgicalGPT: end- to-end language-vision gpt for visual question answering in surgery,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding SurgicalGPT: end- to-end language-vision gpt for visual question answering in surgery,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:28.660351Z

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.

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

This paper cites GP-VLS: A general-purpose vision language model for surgery.

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.

Observation bd189acf-cf1d-4fdb-ab37-cc9b89e35f58 · outbound

This paper cites Memory-Augmented Multimodal LLMs for Surgical VQA via Self-Contained Inquiry.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Memory-Augmented Multimodal LLMs for Surgical VQA via Self-Contained Inquiry

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:16:28.475802Z

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.

Observation 25cad293-13f7-4f4a-929a-d4e4fedb56c3 · outbound

This paper cites EndoChat: Grounded multimodal large language model for endoscopic surgery,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding EndoChat: Grounded multimodal large language model for endoscopic surgery,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:28.653506Z

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.

Observation 97e91f6d-a28e-40df-940a-9e7de7b00205 · outbound

This paper cites Surgical-LVLM: Learning to Adapt Large Vision-Language Model for Grounded Visual Question Answering in Robotic Surgery.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Surgical-LVLM: Learning to Adapt Large Vision-Language Model for Grounded Visual Question Answering in Robotic Surgery

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:27.414832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68526609-2a4f-4096-95e0-a7b957c3d626 · outbound

This paper cites Surgvidlm: Towards multi-grained surgical video under- standing with large language model,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Surgvidlm: Towards multi-grained surgical video under- standing with large language model,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:27.535919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b4d878f-5b6e-40f6-9069-78358e2fbd1e · outbound

This paper cites SurgVLM: A Large Vision-Language Model and Systematic Evaluation Benchmark for Surgical Intelligence.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding SurgVLM: A Large Vision-Language Model and Systematic Evaluation Benchmark for Surgical Intelligence

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:27.620334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7204c1d-c779-4cc2-ba9c-a5cf20e0314b · outbound

This paper cites Surgpub-video: A comprehensive surgical video framework for enhanced surgical intelligence in vision-language model,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Surgpub-video: A comprehensive surgical video framework for enhanced surgical intelligence in vision-language model,

Reference 28

Resolution: verified exact; doi, observed 2026-08-06T19:16:28.239550Z

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.

Observation cd8fd1d4-7706-4e4f-a773-c260d65f8dee · outbound

This paper cites Sureon: A benchmark and vision-language-model for surgical reasoning,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Sureon: A benchmark and vision-language-model for surgical reasoning,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:27.831023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 136d9212-341b-42ae-b7e9-e6d1426ddd5f · outbound

This paper cites Surg-r1: A hierarchical reasoning foundation model for scalable and interpretable surgical decision support with multi-center clinical validation,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Surg-r1: A hierarchical reasoning foundation model for scalable and interpretable surgical decision support with multi-center clinical validation,

Reference 30

Resolution: verified exact; raw_fallback, observed 2026-08-06T19:16:28.347473Z

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.

Observation 717923d7-f2fd-49db-bd05-ee8ae58b03c5 · outbound

This paper cites SurgLaVi: Large-scale hierarchical dataset for surgical vision- language representation learning,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding SurgLaVi: Large-scale hierarchical dataset for surgical vision- language representation learning,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:28.646970Z

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.

Observation 64f43822-adb9-414e-b736-cf31fc894656 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Representation Learning with Contrastive Predictive Coding

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:28.136172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67698e45-8dc5-44e4-973a-7a4c64569730 · outbound

This paper cites Qwen3-VL Technical Report.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Qwen3-VL Technical Report

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:28.181923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93967ebe-14a0-4614-8b5a-0ed0f80be464 · outbound

This paper cites Autolaparo: A new dataset of integrated multi-tasks for image-guided surgical automation in laparoscopic hysterectomy,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Autolaparo: A new dataset of integrated multi-tasks for image-guided surgical automation in laparoscopic hysterectomy,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:28.639969Z

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.

Observation b1e46ec6-ce0e-4deb-8194-09af8456b6d3 · outbound

This paper cites Challenges in multi-centric generalization: phase and step recognition in roux-en-y gastric bypass surgery,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Challenges in multi-centric generalization: phase and step recognition in roux-en-y gastric bypass surgery,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:28.632595Z

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.

Observation b79c36b0-48c3-4a08-9932-71a9f342d03b · outbound

This paper cites Comparative validation of machine learning al- gorithms for surgical workflow and skill analysis with the heichole benchmark,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Comparative validation of machine learning al- gorithms for surgical workflow and skill analysis with the heichole benchmark,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:28.626158Z

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.

Observation ff984555-5f78-400d-a0d0-7e9e5c778893 · outbound

This paper cites Pixel-wise recognition for holistic surgical scene understanding,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Pixel-wise recognition for holistic surgical scene understanding,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:28.619111Z

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.

Observation 6ca237a7-78f1-44cf-87e6-c3b3f1f344f6 · outbound

This paper cites SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:28.199513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27cdd0c9-01f6-4873-9ec9-7783751a0f4c · outbound

This paper cites Rendezvous: Attention mechanisms for the recogni- tion of surgical action triplets in endoscopic videos,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Rendezvous: Attention mechanisms for the recogni- tion of surgical action triplets in endoscopic videos,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:28.612150Z

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.

Observation 46544c62-d490-4df8-884a-4f613dd23d3b · outbound

This paper cites CIDEr: Consensus-based image description evaluation,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding CIDEr: Consensus-based image description evaluation,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:28.605647Z

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.

Observation d4c3ef60-b9a1-4573-9b85-b53e87324f25 · outbound

This paper cites Sentence-bert: Sentence embeddings using siamese bert-networks,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Sentence-bert: Sentence embeddings using siamese bert-networks,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:28.207980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 937cf28d-4ff9-4f05-b553-b478803defb8 · outbound

This paper cites LoRA: Low-rank adaptation of large language models,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding LoRA: Low-rank adaptation of large language models,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:28.594685Z

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.

Observation 44fe6688-14bf-4106-b5b3-fb87ab1e301e · outbound

This paper cites Learning transferable visual models from natural language supervision,.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Learning transferable visual models from natural language supervision,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:28.587582Z

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.

Observation 23f2984b-7346-4bdc-92e2-3373a7839a26 · outbound

This paper cites MedGemma Technical Report.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding MedGemma Technical Report

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:28.215749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c93ee9ae-d304-4127-81a1-1d8aa01e140e · outbound

This paper cites Available: http://dx.doi.org/10.1038/s41551-017-0132-7.

SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding Available: http://dx.doi.org/10.1038/s41551-017-0132-7

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:25.272918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.