Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-07T11:08:55.306805Z
Paper Citation Record · LEDGER
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation
As of 8 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 1 inbound Pith citation observation for arXiv:2604.27014.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T19:41:11.199896Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T19:41:12.620671Z
Reference resolution
22 of 22 outbound references displayed
- verified exact1
- verified fuzzy19
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 1fa7a07b-58fd-4908-976b-66ecd8991bce · outbound
This paper cites International Statistical Classification of Diseases and Related Health Problems (ICD-10).
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation International Statistical Classification of Diseases and Related Health Problems (ICD-10)
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:18:45.660332Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6888e783-9b6d-466c-9246-021b2fef24d2 · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-05-12T09:21:26.607483Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5e077f20-68bd-4a46-8bed-31be22b2425c · outbound
This paper cites https://huggingface.co/aaditya/OpenBioLLM-Llama3-70B.
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation https://huggingface.co/aaditya/OpenBioLLM-Llama3-70B
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:18:45.687971Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation eabd972a-8f8f-48f9-bdde-f48bb918f12d · outbound
This paper cites Qwen3.5: Towards Native Multimodal Agents; 2026.
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation Qwen3.5: Towards Native Multimodal Agents; 2026
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:18:45.657933Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f01b4cc0-4224-41fd-b770-5d46d1fbccb4 · outbound
This paper cites A kernel two-sample test.
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation A kernel two-sample test
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:18:45.671327Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ca6d248e-5d0c-42b6-8391-c1d1d82380b8 · outbound
This paper cites Bertscore: Evaluating text generation with bert.
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation Bertscore: Evaluating text generation with bert
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:18:45.665720Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0c7e27ef-c905-4146-8096-a1afe4363c46 · outbound
This paper cites Sentence mover’s similarity: Automatic evaluation for multi-sentence texts.
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation Sentence mover’s similarity: Automatic evaluation for multi-sentence texts
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:18:45.674395Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 07fd7e22-8640-45c0-955d-d04612143195 · outbound
This paper cites Distance to nearest neighbor as a measure of spatial relationships in populations.
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation Distance to nearest neighbor as a measure of spatial relationships in populations
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:18:45.677114Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation eef0f2dd-9178-4618-8a0d-011871470d39 · outbound
This paper cites Rouge: A package for automatic evaluation of summaries.
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation Rouge: A package for automatic evaluation of summaries
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:18:45.698590Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3c021f25-84e3-4aa6-95ef-e64b7289fddf · outbound
This paper cites METEOR: An automatic metric for MT evaluation with improved correlation with human judg- ments.
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation METEOR: An automatic metric for MT evaluation with improved correlation with human judg- ments
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:18:45.695565Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 72ed1850-b186-4bc0-a263-ad999355c59a · outbound
This paper cites Texygen: A benchmarking platform for text generation models.
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation Texygen: A benchmarking platform for text generation models
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:18:45.662854Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 022831dc-0d5d-4f3b-a00c-c46c751e5d67 · outbound
This paper cites Certain language skills in children; their development and interrelationships.
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation Certain language skills in children; their development and interrelationships
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:18:45.708766Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 358bbc09-1eb9-4630-8423-34fe685a883a · outbound
This paper cites Umap: Uniform manifold approximation and projection for dimension reduction.
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation Umap: Uniform manifold approximation and projection for dimension reduction
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:18:45.668423Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d0ae3c48-4154-47e5-bda2-429124934035 · outbound
This paper cites Visualizing data using t-SNE.
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation Visualizing data using t-SNE
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:18:45.680272Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation baab7e79-0878-493d-ae10-0b473228c3e9 · outbound
This paper cites EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks.
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:18:45.701243Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation aa92e966-3214-416c-8fa0-fbe77572cffd · outbound
This paper cites Text data augmentation for deep learning.
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation Text data augmentation for deep learning
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:18:45.705862Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation aa4b5c91-7d87-4324-9cda-1b6c0489fc1c · outbound
This paper cites Augmenting data with mixup for sentence classification: An empirical study.
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation Augmenting data with mixup for sentence classification: An empirical study
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:18:45.682988Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 527cbbff-894e-48d5-a373-c9b20a40b03a · outbound
This paper cites an unresolved cited work.
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-05-27T07:18:45.703491Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7c92477e-046a-411b-bcda-111c20518e71 · outbound
This paper cites Comparative analysis of generative LLMs for labeling entities in clinical notes.
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation Comparative analysis of generative LLMs for labeling entities in clinical notes
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:18:45.711239Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7a9cb021-7692-4859-8672-c77a25f271a7 · outbound
This paper cites an unresolved cited work.
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-05-27T07:18:45.685364Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ad9ba24d-7ae3-4e5c-84a5-7729f81fab49 · outbound
This paper cites Auggpt: Leveraging chatgpt for text data augmentation.
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation Auggpt: Leveraging chatgpt for text data augmentation
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:18:45.714187Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 498f40e8-7a8a-4496-b041-ad426b3a8e92 · outbound
This paper cites Textdataaugmentationforlargelanguagemodels: Acomprehensivesurveyofmethods,challenges, and opportunities.
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation Textdataaugmentationforlargelanguagemodels: Acomprehensivesurveyofmethods,challenges, and opportunities
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:18:45.692082Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Pith citing papers
Observation 89ee9055-0ff1-40bd-8535-fd238f29cd03 · inbound
Clinical Communication Processing with Models Trained on LLM-Generated Synthetic Data: A Structured Survey and Novel Application Case Studies cites this paper.
Clinical Communication Processing with Models Trained on LLM-Generated Synthetic Data: A Structured Survey and Novel Application Case Studies Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation
Reference 80
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T19:41:12.627316Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.