Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T16:13:32.785392Z
Paper Citation Record · LEDGER
As of 11 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2501.13984.
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 2026-08-10T16:13:32.785392Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
45 of 45 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 2b65fcbc-7d00-4cc7-980b-25e79d5933ce · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Treatment by cancer type,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c9b7b35e-a2ec-4c92-83d6-4bff49e1360a · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Guidelines, tools, & resources,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 041f409a-28f9-4863-a7ba-904e9d96169c · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs 4, 2024)
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6dc74e4d-de9e-4342-a807-2cabd095a37f · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs AI Driven Knowledge Extraction from Clinical Practice Guidelines: Turning Research into Practice
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 524c4b07-37cd-4bf1-a49a-3d8a1dd551ba · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Comprehensive analysis of rule formalisms to represent clinical guidelines: Selection criteria and case study on antibiotic clinical guidelines,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation da3d0075-7512-47d6-86ee-db9e0132bdcb · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs GDSI: a Web-based decision support system to facilitate the efficient and effective use of clinical practice guidelines,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5c1ce8aa-2c20-4788-ac86-bd05881b2321 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs A knowledge-based approach to assign breast cancer treatments in oncology units,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation af5d286c-0146-4f9d-aa88-5f908a2ef9d8 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Design and Implementation of Medical Process Visualization CDSS Oriented to NCCN Guidelines,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 406552af-2bfd-41cb-9cea-90c13efee48d · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Translating an evidence-based clinical pathway into shareable CDS: developing a systematic process using publicly available tools,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f1a9baab-974e-4e7a-97a8-c58220f79c92 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Ontology Based Modeling and Execution of Nursing Care Plans and Practice Guidelines,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 059ca03b-ceda-4a41-a719-1d52e9c244cd · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs An overview of clinical decision support systems: benefits, risks, and strategies for success,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2406ff3b-ace2-4418-9610-3eb2a17b7503 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Some Unintended Consequences of Clinical Decision Support Systems,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 3e96d154-fe4c-4a0a-85ad-81a0288acf01 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Rule-based clinical decision support system using the openehr standard,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 06f0c578-868a-4b0f-9626-5b8bf1b8e524 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Automated Knowledge Modeling for Cancer Clinical Practice Guidelines,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9631707b-7d7e-4bb5-be12-e937a6ff2538 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Decision Knowledge Graphs: Construction of and Usage in Question Answering for Clinical Practice Guidelines
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 22260f98-849c-4cff-ab09-c22a2f9efe33 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c85026b2-1ff4-4331-9c26-d6b1d6c2aaa6 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs GPT-3.5, GPT-4, or BARD? Evaluating LLMs reasoning ability in zero-shot setting and performance boosting through prompts,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 3fc4e97b-f7e2-4051-99a7-39c792631070 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 8cc0f9aa-4c05-4d57-9679-658e36069421 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs LLM Based Generation of Item-Description for Recommendation System,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c62a02ee-53b7-474e-a50e-60f9f76cd0fa · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs A Survey of Large Language Models
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5cabd35b-fe43-44f6-a8a9-e217ae667586 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Open-Source Large Language Models Outperform Crowd Workers and Approach ChatGPT in Text- Annotation Tasks,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 29252ca1-e8a3-451b-b0ad-34a46d007d2a · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Open-Source LLMs for Text Annotation: A Practical Guide for Model Setting and Fine-Tuning
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a55d4c35-a71a-4b77-94dc-8cdfe5216306 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Large Language Models for Data Annotation and Synthesis: A Survey
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e30d3156-ff66-4194-b821-9b05552d20da · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Multi-perspective improvement of knowledge graph completion with large language models,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a8e08736-c50f-44c0-b152-6e4ce6eeee52 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Language Models are Few-Shot Learners
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f8bddfe-e430-458a-af77-e79bdea510c7 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Few- shot adaptation works with UnpredicTable data,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6e8f1e76-b878-4af1-84f0-35d7efa3b435 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Assessing the research landscape and clinical utility of large language models: a scoping review,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1348412f-2848-4bce-a270-9b67356c70a7 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Uncertainty-Aware Text- to-Program for Question Answering on Structured Electronic Health Records,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 962f8e48-707e-4623-9079-822b4293d900 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Guidelines detail - non-small cell lung cancer,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9f1cecc5-7d57-4599-b520-ae9a981d26e0 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Snomed ct,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0efa0b82-1033-4269-84b5-fc1f17cfca14 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs NCI thesaurus,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4bca7847-6b94-4776-8145-2bfda33697d1 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs MeSH - NCBI,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b050cff3-fc7d-4fa4-9f43-530f50e181e2 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs The unified medical language system (umls): integrating biomedical terminology,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 48e50d47-b453-4ada-813d-6e1f2c6ccb24 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Classification, Ontology, and Precision Medicine,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 713d6a48-c0d7-4403-b03d-214d910bbd20 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Semantic Health Knowledge Graph: Semantic Integration of Heterogeneous Medical Knowledge and Services,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9b834ba5-26a5-4218-81b4-b05b20028253 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Developing an Ontology for Encoding Disease Treatment Information in Medical Abstracts,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5e4aa2a8-8c21-4992-98b0-e8060e7a5908 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Modeling of Clinical Practice Guidelines for an Interactive Decision Support Using Ontologies,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2aa9b707-18d9-485c-8444-2149d0690a50 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Hl7 fhir: An agile and restful approach to healthcare information exchange,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 27625e2a-a65a-41a7-837e-f71d97efa80f · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Neo4j cypher® manual,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c79ab4b2-3d54-4269-8da7-88fd4a046466 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Query a neo4j database using cypher,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9d72cdd9-824a-4bdb-8b16-feec4dec8d07 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs ChatGPT - open a I gpt 3.5,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a5744f0e-637f-4b52-8e6e-fb51cd93da90 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Neo4j graph database & analytics,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e874f224-f763-42a0-ab14-893c7948ccef · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Text2Cypher - natural language queries,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f515e5c2-d4d0-4e73-bde0-109fd1ec6a64 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs NeoDash - Dashboard Builder for Neo4j,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0cbab516-0442-4aed-a236-b7b180dec915 · outbound
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
No inbound Pith citation observations are available.