Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-16T20:01:08.666313Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 1 inbound Pith citation observation for arXiv:2512.20822.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-16T20:01:08.666313Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T23:44:43.486727Z
A source-named dated measurement, never combined with another source.
Source: cited_works
3 of 3 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 9276f8ba-f924-4766-ae14-5df3013d8e1e · outbound
MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs Med42 -- Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 498caf54-0b92-44e6-a7e9-901a2f746996 · outbound
MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 55dcd125-6336-42cd-a854-9d0398384a53 · outbound
MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs Qwen3 Technical Report
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c91d4b2c-2cf0-42d7-a563-9139c1770aa5 · inbound
Vital Trace: Protocol-Constrained Patient-State Reasoning for Longitudinal Clinical Trajectories MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs
Reference 2022
Source-reported events for the cited work
Unavailable: canonical work link unavailable.