Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T23:55:01.325069Z
Paper Citation Record · LEDGER
Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation
As of 20 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 2 inbound Pith citation observations for arXiv:2505.03406.
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, observed 2026-06-30T23:55:22.768635Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
12 of 12 outbound references displayed
- verified exact1
- verified fuzzy1
- unresolved10
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation 8b0792f9-4e4a-4d1a-b08c-770caf82aba1 · outbound
This paper cites Retrieval augmented generation for 10 large language models and its generalizability in assessing medical fitness,.
Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation Retrieval augmented generation for 10 large language models and its generalizability in assessing medical fitness,
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:55:01.267731Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3ed1186-baa8-4ab9-a977-f8d6e3944c2d · outbound
This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.
Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:55:01.273312Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd418fa8-1b46-4009-a6be-9734da73835a · outbound
This paper cites Text Embeddings by Weakly-Supervised Contrastive Pre-training.
Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation Text Embeddings by Weakly-Supervised Contrastive Pre-training
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:55:01.278791Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c06dcfd-5a6b-4fbb-9204-8f94660fe5ac · outbound
This paper cites QLoRA: Efficient Finetuning of Quantized LLMs.
Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation QLoRA: Efficient Finetuning of Quantized LLMs
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:55:01.283978Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 767e234b-a8b4-4774-81c5-afbe255e798d · outbound
This paper cites LoRA: Low-Rank Adaptation of Large Language Models.
Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation LoRA: Low-Rank Adaptation of Large Language Models
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:55:01.289401Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6c5261f-1eb0-4d81-9cae-d7e6ba9f6253 · outbound
This paper cites an unresolved cited work.
Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:55:01.510639Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5e559eba-1326-4eac-aaee-74da087f3d65 · outbound
This paper cites [Online].
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:55:01.495501Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 955d472e-6f4c-456d-ad05-4b63e8c5e79e · outbound
This paper cites MedMCQA : A Large-scale Multi-Subject Multi-Choice Dataset for Medical domain Question Answering.
Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation MedMCQA : A Large-scale Multi-Subject Multi-Choice Dataset for Medical domain Question Answering
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:55:01.304609Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d0ba7ae-8612-41c5-ac37-a64b32a09bc0 · outbound
This paper cites Measuring Massive Multitask Language Understanding.
Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation Measuring Massive Multitask Language Understanding
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:55:01.309838Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f385adb-a1eb-46b0-a437-09f9a36a1ea2 · outbound
This paper cites Current and future state of evaluation of large language models for medical summarization tasks,.
Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation Current and future state of evaluation of large language models for medical summarization tasks,
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:55:01.314846Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0caeab8b-ee07-4cfa-8cd2-5685629163f5 · outbound
This paper cites A Review of Large Language Models in Medical Education, Clinical Decision Support, and Healthcare Administration,.
Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation A Review of Large Language Models in Medical Education, Clinical Decision Support, and Healthcare Administration,
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:55:01.320527Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28debce4-fd83-4c75-a136-e458eaa20567 · outbound
This paper cites Ethical Considerations in the Use of Artificial Intelligence and Machine Learning in Health Care: A Comprehensive Review,.
Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation Ethical Considerations in the Use of Artificial Intelligence and Machine Learning in Health Care: A Comprehensive Review,
Reference 12
- Resolution
- verified exact
- doi, observed 2026-08-15T23:55:01.363107Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Pith citing papers
Observation 8b0761cf-4503-4683-a9d8-761f65880e69 · inbound
Self-Prompting Small Language Models for Privacy-Sensitive Clinical Information Extraction cites this paper.
Self-Prompting Small Language Models for Privacy-Sensitive Clinical Information Extraction Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation
Reference 51
- Resolution
- verified exact
- arxiv_id, observed 2026-05-08T17:23:40.400301Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ffe35df4-6dc9-4527-9b6a-cd2f0cf89bd9 · inbound
Self-Prompting Small Language Models for Privacy-Sensitive Clinical Information Extraction cites this paper.
Self-Prompting Small Language Models for Privacy-Sensitive Clinical Information Extraction Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation
Reference 51
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T00:05:09.437818Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.