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Paper Citation Record · LEDGER

Towards Suturing World Models: Learning Predictive Models for Robotic Surgical Tasks

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2503.12531.

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

pith.paper-citation-record.v1
2503.12531 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T06:34:03.463482Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T03:19:31.421209Z

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 61a1f260-4b7e-4f90-97c8-7f9926250895 · inbound

From Articulated Kinematics to Routed Visual Control for Action-Conditioned Surgical Video Generation cites this paper.

From Articulated Kinematics to Routed Visual Control for Action-Conditioned Surgical Video Generation Towards Suturing World Models: Learning Predictive Models for Robotic Surgical Tasks

Reference 79

Resolution
verified exact
arxiv_id, observed 2026-05-12T03:16:18.764414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-12T03:15:40.944411Z digest=sha256:cf1125cde2697abdf9a2616c418122bcd403c294c86354997fd2452b4078b4fe

Observation 8ed2884b-463f-406b-bcae-83f57c9edfe4 · inbound

SurgVista: Long-Horizon Surgical World Modeling with Plausible Instrument-Tissue Dynamics cites this paper.

SurgVista: Long-Horizon Surgical World Modeling with Plausible Instrument-Tissue Dynamics Towards Suturing World Models: Learning Predictive Models for Robotic Surgical Tasks

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-07-04T03:19:31.422930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-26T18:09:48.872541Z digest=sha256:bf2731bd447f4e9a5b2946eaaaa19fd8dff8e6b40638af16432ec7667b9da135

Observation 5d26882a-935d-497a-9746-6f61dad93e5d · inbound

Failure Detection for Surgical Robot Imitation Policies via Flow-Matching World Modeling cites this paper.

Failure Detection for Surgical Robot Imitation Policies via Flow-Matching World Modeling Towards Suturing World Models: Learning Predictive Models for Robotic Surgical Tasks

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-01T06:34:03.463482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T06:34:03.463482Z digest=sha256:8664b20684282634f30567b6d1f9d19a9407e73f7659ba4171968ae8cf7489a7