Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Med42 -- Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches
As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2404.14779.
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 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T13:51:50.297036Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-21T07:34:02.980812Z
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 058e3e6e-df8c-4540-a294-5c5ba2de042c · inbound
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs cites this paper.
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs Med42 -- Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches
Reference 58
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T12:36:50.128903Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e6aa6f9b-8fa2-44c2-b36b-9f205f40d337 · inbound
PrinciplismQA: A Philosophy-Grounded Approach to Assessing LLM-Human Clinical Medical Ethics Alignment cites this paper.
PrinciplismQA: A Philosophy-Grounded Approach to Assessing LLM-Human Clinical Medical Ethics Alignment Med42 -- Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches
Reference 5
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-19T01:21:57.249699Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 30d45229-6fff-496e-af92-2b2607f70dcb · inbound
AdaThink-Med: Optimizing Inference-Time Compute for Medical Reasoning via Uncertainty Quantification cites this paper.
AdaThink-Med: Optimizing Inference-Time Compute for Medical Reasoning via Uncertainty Quantification Med42 -- Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T13:51:50.297036Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9276f8ba-f924-4766-ae14-5df3013d8e1e · inbound
MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs cites this paper.
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
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T20:01:13.167182Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e82c1cc0-4d68-43f6-94e2-28c51dfb8cdd · inbound
Towards the Next Frontier of LLMs, Training on Private Data: A Cross-Domain Benchmark for Federated Fine-Tuning cites this paper.
Towards the Next Frontier of LLMs, Training on Private Data: A Cross-Domain Benchmark for Federated Fine-Tuning Med42 -- Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches
Reference 13
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T04:59:45.890512Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6d9abbdf-2851-4e80-b9ec-cbe7276ca638 · inbound
Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs cites this paper.
Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Med42 -- Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches
Reference 49
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T07:34:02.982256Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.