Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T23:28:14.997526Z
Paper Citation Record · LEDGER
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction
As of 7 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2608.03211.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
30 of 30 outbound references displayed
- verified exact4
- verified fuzzy13
- unresolved10
- parse uncertain0
- malformed identifier0
- metadata mismatch3
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a7d21078-20ac-4262-8550-1940bf1bb8b5 · outbound
This paper cites World Journal of Gastroenterology , volume =.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction World Journal of Gastroenterology , volume =
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:28:15.555051Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8cfb92eb-8d1a-4b07-8768-b4da385f72e2 · outbound
This paper cites World Models.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction World Models
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:28:14.857239Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84f43da8-39fa-4941-af8a-0dec778641d6 · outbound
This paper cites an unresolved cited work.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T23:28:15.547531Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a0cea721-8115-4eaa-bb34-57e8e21c2fd3 · outbound
This paper cites and Li, Wuyang and Liu, Xinyu and Chen, Zhen and Shao, Jing and Yuan, Yixuan , booktitle =.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction and Li, Wuyang and Liu, Xinyu and Chen, Zhen and Shao, Jing and Yuan, Yixuan , booktitle =
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:28:15.539167Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation aa574174-45d6-4f5b-b8e9-af1c9698c311 · outbound
This paper cites 2025 , doi =.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction 2025 , doi =
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:28:15.531292Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7333dd81-2ff7-4605-9324-a2d585123df5 · outbound
This paper cites Data Engineering in Medical Imaging , series =.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction Data Engineering in Medical Imaging , series =
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:28:15.522891Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ed53842b-5e5f-4dc1-8b3d-709d1e41b6a9 · outbound
This paper cites SurgVista: Long-Horizon Surgical World Modeling with Plausible Instrument-Tissue Dynamics.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction SurgVista: Long-Horizon Surgical World Modeling with Plausible Instrument-Tissue Dynamics
Reference 7
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-05T23:28:15.425218Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 99cb59f0-6324-4164-8858-0b445d629569 · outbound
This paper cites doi:10.48550/arXiv.2603.13024 , note =.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction doi:10.48550/arXiv.2603.13024 , note =
Reference 8
- Resolution
- verified exact
- doi, observed 2026-08-05T23:28:15.412649Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5953f377-4ddd-4a2b-a2ed-8d5fb8e8a953 · outbound
This paper cites From Articulated Kinematics to Routed Visual Control for Action-Conditioned Surgical Video Generation.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction From Articulated Kinematics to Routed Visual Control for Action-Conditioned Surgical Video Generation
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:28:14.878855Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f03e4087-19b7-455f-b3bf-91f5059b12cf · outbound
This paper cites 2022 , doi =.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction 2022 , doi =
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:28:15.513806Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f27a989b-1530-4e7e-a69a-a771e62597b1 · outbound
This paper cites and Liu, Yifan and Liu, Hengyu and Wang, Cheng and Yu, Weihao and Yuan, Yixuan , booktitle =.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction and Liu, Yifan and Liu, Hengyu and Wang, Cheng and Yu, Weihao and Yuan, Yixuan , booktitle =
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:28:15.506449Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8a70dd84-f2ae-4b43-bcf6-c4cd523f2dec · outbound
This paper cites Deep Generative Models , series =.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction Deep Generative Models , series =
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:28:15.498662Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5a57c84f-2096-4abb-9b5e-324b903bd8ee · outbound
This paper cites 2024 , doi =.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction 2024 , doi =
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:28:15.490952Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7e46ec7a-7ae1-40df-8f22-aa0cc7ed3c18 · outbound
This paper cites 2025 , doi =.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction 2025 , doi =
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:28:15.483101Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation db1220c0-92ef-42fe-b7dd-95214844a43e · outbound
This paper cites VISAGE: Video Synthesis using Action Graphs for Surgery.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction VISAGE: Video Synthesis using Action Graphs for Surgery
Reference 15
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-05T23:28:15.274209Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ee909743-7b4b-4ce6-8260-2e295a4aa32b · outbound
This paper cites 2025 , eprint =.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction 2025 , eprint =
Reference 16
- Resolution
- verified exact
- doi, observed 2026-08-05T23:28:15.263340Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d0c8811a-4332-4e56-a7e2-0779f787e8c7 · outbound
This paper cites 2025 , doi =.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction 2025 , doi =
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:28:15.475363Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dbd055d8-6dca-480e-8f75-ae84987cd19d · outbound
This paper cites 2026 , doi =.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction 2026 , doi =
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:28:15.467199Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 977e2ea4-fd5d-47bc-9f48-d8fe1da6948a · outbound
This paper cites , booktitle =.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction , booktitle =
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:28:15.458955Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 03233a83-4ab1-4d4a-9057-d2086abdcadc · outbound
This paper cites 2025 , eprint =.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction 2025 , eprint =
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:28:15.450871Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation da3280a4-edc1-4908-ab6f-abdd2ce2a606 · outbound
This paper cites 2026 , eprint =.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction 2026 , eprint =
Reference 21
- Resolution
- verified exact
- doi, observed 2026-08-05T23:28:15.187916Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9cf3481b-1f16-4c10-9caf-95b29adc03d8 · outbound
This paper cites SurgMotion: A Video-Native Foundation Model for Universal Understanding of Surgical Videos.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction SurgMotion: A Video-Native Foundation Model for Universal Understanding of Surgical Videos
Reference 22
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-05T23:28:15.122891Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5cb6bc8d-f284-4803-8dbb-b8339652bc2b · outbound
This paper cites npj Digital Medicine , year =.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction npj Digital Medicine , year =
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:28:14.977694Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1350958d-bde8-4261-ba91-f31c55537181 · outbound
This paper cites Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:28:14.980403Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14d2ffb5-d4c5-488f-abf0-e9a0dae7db20 · outbound
This paper cites LoRA: Low-Rank Adaptation of Large Language Models.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction LoRA: Low-Rank Adaptation of Large Language Models
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:28:14.983267Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1eab6bdb-64a2-403b-a5df-5e930fcc1494 · outbound
This paper cites Flow Matching for Generative Modeling.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction Flow Matching for Generative Modeling
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:28:14.986219Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4cfb9bea-bc9e-4215-8bc4-5c93e8e2b4d4 · outbound
This paper cites GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:28:14.988784Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4369a8e-3d91-4b09-8978-af3f01d801e8 · outbound
This paper cites The Unreasonable Effectiveness of Deep Features as a Perceptual Metric.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:28:14.991679Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a99dbd9e-fe59-4ae7-81b5-ef50b63f09c3 · outbound
This paper cites HunyuanVideo: A Systematic Framework For Large Video Generative Models.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction HunyuanVideo: A Systematic Framework For Large Video Generative Models
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:28:14.994865Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48266a71-c513-432b-b2bb-f14d78b3f8ea · outbound
This paper cites doi:10.48550/arXiv.2512.23162 , url =.
CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction doi:10.48550/arXiv.2512.23162 , url =
Reference 30
- Resolution
- verified exact
- doi, observed 2026-08-05T23:28:15.084294Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Pith citing papers
No inbound Pith citation observations are available.