Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T06:26:55.213275Z
Paper Citation Record · LEDGER
Med-Scout: Curing MLLMs' Geometric Blindness in Medical Perception via Geometry-Aware RL Post-Training
As of 20 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 0 inbound Pith citation observations for arXiv:2601.23220.
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 2026-08-20T06:33:59.587034+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
4 of 4 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved3
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation faee8804-c84e-4546-93a1-963f808e8539 · outbound
This paper cites larger is better,.
Med-Scout: Curing MLLMs' Geometric Blindness in Medical Perception via Geometry-Aware RL Post-Training larger is better,
Reference 1
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-03T06:26:55.213275Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71036f2d-abb8-427b-af43-fcc615e24668 · outbound
This paper cites heart” patch must be spatially adjacent to and above the “stomach.
Med-Scout: Curing MLLMs' Geometric Blindness in Medical Perception via Geometry-Aware RL Post-Training heart” patch must be spatially adjacent to and above the “stomach
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T06:26:55.056560Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07c3d75a-35f7-4da3-b78b-bb77a5e70ba1 · outbound
This paper cites Euclid: Supercharging Multimodal LLMs with Synthetic High-Fidelity Visual Descriptions.
Med-Scout: Curing MLLMs' Geometric Blindness in Medical Perception via Geometry-Aware RL Post-Training Euclid: Supercharging Multimodal LLMs with Synthetic High-Fidelity Visual Descriptions
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T06:26:54.751965Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3fa5d71-bafb-4cbe-ba21-ad4fe415703b · outbound
This paper cites Subsequently, we describe the rigorous algorithmic protocols employed to synthesize the three geometric proxy tasks.
Med-Scout: Curing MLLMs' Geometric Blindness in Medical Perception via Geometry-Aware RL Post-Training Subsequently, we describe the rigorous algorithmic protocols employed to synthesize the three geometric proxy tasks
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T06:26:54.889523Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.