Paper Citation Record · LEDGER

Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data

As of 18 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 6 inbound Pith citation observations for arXiv:2501.02727.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2501.02727 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:11:32.930510Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:27:16.896643Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-10T18:57:31.633371Z

Reference resolution

16 of 16 outbound references displayed

verified exact4
verified fuzzy5
unresolved5
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 24aaa004-5517-4938-9567-a682267960c1 · outbound

This paper cites A paradigm shift in psychiatric classification: The hierarchical taxonomy of psychopathology (hitop),.

Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data A paradigm shift in psychiatric classification: The hierarchical taxonomy of psychopathology (hitop),

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:11:33.727201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b3504176-c560-42ad-b50d-162c0a727f96 · outbound

This paper cites A hierarchical classes analysis (hiclas) of primary care patients with medically unexplained so- matic symptoms,.

Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data A hierarchical classes analysis (hiclas) of primary care patients with medically unexplained so- matic symptoms,

Reference 2

Resolution: verified exact; doi, observed 2026-08-10T22:11:33.086104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6f106543-ac4c-428f-9eaa-8f25ee2d620e · outbound

This paper cites Classifying chronic pain using mul- tidimensional pain-agnostic symptom assessments and clustering analysis,.

Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data Classifying chronic pain using mul- tidimensional pain-agnostic symptom assessments and clustering analysis,

Reference 3

Resolution: verified exact; doi, observed 2026-08-10T22:11:33.051229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f99aa198-d7c2-45dc-9479-0caabd46e929 · outbound

This paper cites Processing decision tree data using internet of things (iot) and artificial intelligence technologies with special reference to medical application,.

Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data Processing decision tree data using internet of things (iot) and artificial intelligence technologies with special reference to medical application,

Reference 4

Resolution: malformed identifier; raw_fallback, observed 2026-08-10T22:11:33.708326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cc37d237-1e95-4c55-938d-75caa06d4060 · outbound

This paper cites Decision tree evaluation on sensitive datasets for secure e-healthcare systems,.

Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data Decision tree evaluation on sensitive datasets for secure e-healthcare systems,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T22:11:32.864571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26cb08be-6565-40ab-acfb-d51cb57cafba · outbound

This paper cites Retrieval- augmented generation for knowledge-intensive nlp tasks,.

Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data Retrieval- augmented generation for knowledge-intensive nlp tasks,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:11:33.683445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c1210a13-cb44-4c2a-b1bc-1b27e9c18b8f · outbound

This paper cites Integrating retrieval-augmented generation with large language models in nephrology: Advancing practical applications,.

Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data Integrating retrieval-augmented generation with large language models in nephrology: Advancing practical applications,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T22:11:32.869757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e0f52df-d42b-4671-9137-89b8c5ab1bc1 · outbound

This paper cites A patient- similarity-based model for diagnostic prediction,.

Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data A patient- similarity-based model for diagnostic prediction,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T22:11:32.872133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41dbc3a2-28e0-4601-9032-0cbf7e56a6a3 · outbound

This paper cites Patient similarity in prediction models based on health data: A scoping review,.

Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data Patient similarity in prediction models based on health data: A scoping review,

Reference 9

Resolution: verified exact; doi, observed 2026-08-10T22:11:33.014757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 124c75c9-cbab-4d10-b3e4-e22be5744038 · outbound

This paper cites Patient similarity for precision medicine: A systematic review,.

Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data Patient similarity for precision medicine: A systematic review,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T22:11:32.878099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a149eb52-3bd2-4a17-b4ba-c9438990b5cd · outbound

This paper cites Drlk: Dynamic hierarchical reasoning with language model and knowl- edge graph for question answering,.

Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data Drlk: Dynamic hierarchical reasoning with language model and knowl- edge graph for question answering,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:11:33.614755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2b2d610d-4c40-4f68-b0c1-1a309a10885d · outbound

This paper cites Knowledge-enhanced attributed multi-task learning for medicine recommendation,.

Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data Knowledge-enhanced attributed multi-task learning for medicine recommendation,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:11:33.593942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c9f2d155-6a36-4816-93d0-58c0b05c7d4f · outbound

This paper cites Smr: Medical knowledge graph embedding for safe medicine recommendation,.

Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data Smr: Medical knowledge graph embedding for safe medicine recommendation,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T22:11:32.896334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91316081-0a6d-4516-8242-bf0ddbd34655 · outbound

This paper cites Incorporating domain knowledge into natural language inference on clinical texts,.

Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data Incorporating domain knowledge into natural language inference on clinical texts,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:11:33.526989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 162661bd-d222-4e4c-97ad-a4a207a85e97 · outbound

This paper cites an unresolved cited work.

Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data Unresolved cited work

Reference 2018

Resolution: verified exact; doi, observed 2026-08-10T22:11:33.099179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a80266a0-c228-4700-aa88-18ac249b8c5a · outbound

This paper cites an unresolved cited work.

Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data Unresolved cited work

Reference 2019

Resolution: metadata mismatch; raw_fallback, observed 2026-08-10T22:11:33.197449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation d731c3b1-7d43-4477-84c4-5075df10e4bf · inbound

Multi-Level Attention and Contrastive Learning for Enhanced Text Classification with an Optimized Transformer cites this paper.

Multi-Level Attention and Contrastive Learning for Enhanced Text Classification with an Optimized Transformer Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T15:57:30.278402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dcc4ce6-11ba-47cd-b014-dcbf02275c2d · inbound

A Hybrid Model for Few-Shot Text Classification Using Transfer and Meta-Learning cites this paper.

A Hybrid Model for Few-Shot Text Classification Using Transfer and Meta-Learning Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T22:44:13.549625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1edf3e47-bd8d-4cbd-99a1-036bef22201a · inbound

A Survey on Large Language Models in Multimodal Recommender Systems cites this paper.

A Survey on Large Language Models in Multimodal Recommender Systems Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data

Reference 143

Resolution: unresolved; no resolver link, observed 2026-08-15T21:27:16.896643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b973d89-7e7b-46a2-9922-2b1bf945fbd5 · inbound

Adaptive ToR: Complexity-Aware Tree-Based Retrieval for Pareto-Optimal Multi-Intent NLU cites this paper.

Adaptive ToR: Complexity-Aware Tree-Based Retrieval for Pareto-Optimal Multi-Intent NLU Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:01:11.078752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e5c92cad-607b-45b9-8df4-49803728deec · inbound

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems cites this paper.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a62c7bb-8416-4f4b-9522-4dfe699173e6 · inbound

Aligning Clinical Needs and AI Capabilities: A Survey on LLMs for Medical Reasoning cites this paper.

Aligning Clinical Needs and AI Capabilities: A Survey on LLMs for Medical Reasoning Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data

Reference 134

Resolution: verified exact; local_arxiv, observed 2026-07-10T18:57:31.634872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.