Large language models streamline automated systematic review: A preliminary study | Paper Citation Record

Observation 6a15647a-89f0-4b14-a3ba-ec5ab321fe11 · outbound

This paper cites On the Opportunities and Risks of Foundation Models for Natural Language Processing in Radiology.

Large language models streamline automated systematic review: A preliminary study On the Opportunities and Risks of Foundation Models for Natural Language Processing in Radiology

Reference 1

Resolution: verified exact; doi, observed 2026-08-10T21:26:42.692455Z

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 4f54c610-169d-48f9-9a48-b14fffedb2a5 · outbound

This paper cites Extracting accurate materials data from research papers with conversational language models and prompt engineering.

Large language models streamline automated systematic review: A preliminary study Extracting accurate materials data from research papers with conversational language models and prompt engineering

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T21:26:41.986259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ee418c4-0882-47bf-9352-686c86b761cd · outbound

This paper cites Structured information extraction from scientific text with large language models.

Large language models streamline automated systematic review: A preliminary study Structured information extraction from scientific text with large language models

Reference 3

Resolution: malformed identifier; no resolver link, observed 2026-08-10T21:26:41.991485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 265c826a-3636-47a5-b294-05daaf928605 · outbound

This paper cites Large language models in medicine.

Large language models streamline automated systematic review: A preliminary study Large language models in medicine

Reference 4

Resolution: malformed identifier; no resolver link, observed 2026-08-10T21:26:41.997212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5795baf1-b706-4339-984b-ebb5a91ccf3b · outbound

This paper cites Updated guidance for trusted systematic reviews: a new edition of the Cochrane Handbook for Systematic Reviews of Interventions.

Large language models streamline automated systematic review: A preliminary study Updated guidance for trusted systematic reviews: a new edition of the Cochrane Handbook for Systematic Reviews of Interventions

Reference 5

Resolution: verified exact; doi, observed 2026-08-10T21:26:42.643626Z

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 5530e86d-92c8-4738-823b-c54f80be22cb · outbound

This paper cites Evidence based medicine: what it is and what it isn’t.

Large language models streamline automated systematic review: A preliminary study Evidence based medicine: what it is and what it isn’t

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:26:43.441759Z

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 832af9a1-ad17-491a-876c-43fb667a7d86 · outbound

This paper cites Systematic reviews, systematic error and the acquisition of clinical knowledge.

Large language models streamline automated systematic review: A preliminary study Systematic reviews, systematic error and the acquisition of clinical knowledge

Reference 7

Resolution: verified exact; doi, observed 2026-08-10T21:26:42.626498Z

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 13f08868-6f4d-4d7d-be90-ab0ae4cc21be · outbound

This paper cites Living Systematic Reviews: An Emerging Opportunity to Narrow the Evidence-Practice Gap.

Large language models streamline automated systematic review: A preliminary study Living Systematic Reviews: An Emerging Opportunity to Narrow the Evidence-Practice Gap

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T21:26:42.019310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93e8cad5-a817-4967-bbf2-94ed31650cf8 · outbound

This paper cites Systematic review automation technologies.

Large language models streamline automated systematic review: A preliminary study Systematic review automation technologies

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T21:26:42.024327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 802dd613-697a-4b60-bf04-4f31865ac0e2 · outbound

This paper cites Toward systematic review automation: a practical guide to using machine learning tools in research synthesis.

Large language models streamline automated systematic review: A preliminary study Toward systematic review automation: a practical guide to using machine learning tools in research synthesis

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T21:26:42.030810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c16152d1-f993-4936-8c06-cf54e29e81a4 · outbound

This paper cites Using text mining for study identification in systematic reviews: a systematic review of current approaches.

Large language models streamline automated systematic review: A preliminary study Using text mining for study identification in systematic reviews: a systematic review of current approaches

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T21:26:42.036388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad08ddf0-c665-4d2f-bdf5-ceb1e986c7a3 · outbound

This paper cites Data extraction methods for systematic review (semi)automation: Update of a living systematic review.

Large language models streamline automated systematic review: A preliminary study Data extraction methods for systematic review (semi)automation: Update of a living systematic review

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T21:26:42.041727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3046fe4-66c9-491b-bf81-8dbe47b7b350 · outbound

This paper cites Assessing the Risk of Bias in Randomized Clinical Trials With Large Language Models.

Large language models streamline automated systematic review: A preliminary study Assessing the Risk of Bias in Randomized Clinical Trials With Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T21:26:42.046655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb56c6ec-f6d2-4004-80f3-b7230a28b789 · outbound

This paper cites Text-Mining Techniques and Tools for Systematic Literature Reviews: A Systematic Literature Review.

Large language models streamline automated systematic review: A preliminary study Text-Mining Techniques and Tools for Systematic Literature Reviews: A Systematic Literature Review

Reference 14

Resolution: verified exact; doi, observed 2026-08-10T21:26:42.548470Z

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 5ebfb4cd-6d36-46d3-8d2f-ae97a32ba320 · outbound

This paper cites Applications of text mining within systematic reviews.

Large language models streamline automated systematic review: A preliminary study Applications of text mining within systematic reviews

Reference 15

Resolution: verified exact; doi, observed 2026-08-10T21:26:42.527870Z

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 1c88f09d-5f0b-4637-8d18-49b4b86aaae1 · outbound

This paper cites Evaluating the effectiveness of large language models in abstract screening: a comparative analysis.

Large language models streamline automated systematic review: A preliminary study Evaluating the effectiveness of large language models in abstract screening: a comparative analysis

Reference 16

Resolution: malformed identifier; no resolver link, observed 2026-08-10T21:26:42.059859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47afdbab-c34d-4c73-889f-de0bfad768ef · outbound

This paper cites A question-answering framework for automated abstract screening using large language models.

Large language models streamline automated systematic review: A preliminary study A question-answering framework for automated abstract screening using large language models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T21:26:42.068126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05f41427-89f3-429c-8530-1edbeeae87bb · outbound

This paper cites the answer.

Large language models streamline automated systematic review: A preliminary study the answer

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T21:26:42.072308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa583d66-d5c2-42c6-b8a2-99324508c16b · outbound

This paper cites GPT-4 Technical Report.

Large language models streamline automated systematic review: A preliminary study GPT-4 Technical Report

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:26:43.417162Z

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 09dc04a7-67e2-4974-bfef-e0ad1f3bd5c2 · outbound

This paper cites From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples.

Large language models streamline automated systematic review: A preliminary study From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T21:26:42.086533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9d6fbf1-7294-47db-91e7-f87d6c0889a0 · outbound

This paper cites Evaluating and Enhancing Large Language Models' Performance in Domain-Specific Medicine: Development and Usability Study With DocOA.

Large language models streamline automated systematic review: A preliminary study Evaluating and Enhancing Large Language Models' Performance in Domain-Specific Medicine: Development and Usability Study With DocOA

Reference 22

Resolution: malformed identifier; doi_truncated, observed 2026-08-10T21:26:42.455031Z

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 2b981dc9-65a0-4ca4-b6f6-96ece606e9da · outbound

This paper cites The Claude 3 Model Family: Opus, Sonnet, Haiku.

Large language models streamline automated systematic review: A preliminary study The Claude 3 Model Family: Opus, Sonnet, Haiku

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T21:26:42.096688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3aa5a39-6d96-443e-bfe2-0b951c958816 · outbound

This paper cites Au Large | Mistral AI | Frontier AI in your hands.

Large language models streamline automated systematic review: A preliminary study Au Large | Mistral AI | Frontier AI in your hands

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:26:43.374468Z

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 dac555bf-5fa6-4888-9b62-576777a5af2e · outbound

This paper cites What are large language model settings: Temperature, top P and max tokens.

Large language models streamline automated systematic review: A preliminary study What are large language model settings: Temperature, top P and max tokens

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:26:43.350572Z

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 9c183521-c444-44e0-8c56-606f1d14ca09 · outbound

This paper cites A Review of Key Likert Scale Development Advances: 1995-.

Large language models streamline automated systematic review: A preliminary study A Review of Key Likert Scale Development Advances: 1995-

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:26:43.328476Z

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 5b8338f5-b518-4d02-9f86-f82b483dea57 · outbound

This paper cites Intraclass correlations: uses in assessing rater reliability.

Large language models streamline automated systematic review: A preliminary study Intraclass correlations: uses in assessing rater reliability

Reference 28

Resolution: verified exact; doi, observed 2026-08-10T21:26:42.436940Z

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 f5a1cd06-0847-4f2d-93e2-4a3c0a36b8c5 · outbound

This paper cites Quartile coefficient of variation is more robust than CV for traits calculated as a ratio.

Large language models streamline automated systematic review: A preliminary study Quartile coefficient of variation is more robust than CV for traits calculated as a ratio

Reference 29

Resolution: malformed identifier; no resolver link, observed 2026-08-10T21:26:42.128855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f37e6a2-ab42-4d49-9ffc-376630a583ae · outbound

This paper cites Comparison of Ophthalmologist and Large Language Model Chatbot Responses to Online Patient Eye Care Questions.

Large language models streamline automated systematic review: A preliminary study Comparison of Ophthalmologist and Large Language Model Chatbot Responses to Online Patient Eye Care Questions

Reference 30

Resolution: verified exact; raw_fallback, observed 2026-08-10T21:26:42.984919Z

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 b9e94d59-2d90-46db-9010-dc136825c7c9 · outbound

This paper cites Quality of Large Language Model Responses to Radiation Oncology Patient Care Questions.

Large language models streamline automated systematic review: A preliminary study Quality of Large Language Model Responses to Radiation Oncology Patient Care Questions

Reference 31

Resolution: verified exact; raw_fallback, observed 2026-08-10T21:26:42.883985Z

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 6d887b36-9d81-4e7b-9d5d-2f1d1688cbc5 · outbound

This paper cites Quality of Answers of Generative Large Language Models vs Peer Patients for Interpreting Lab Test Results for Lay Patients: Evaluation Study.

Large language models streamline automated systematic review: A preliminary study Quality of Answers of Generative Large Language Models vs Peer Patients for Interpreting Lab Test Results for Lay Patients: Evaluation Study

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:26:43.306592Z

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 d5ac53f8-3d5b-46a3-9d11-587d34dafb1b · outbound

This paper cites Development of search strategies for systematic reviews in health using ChatGPT: a critical analysis.

Large language models streamline automated systematic review: A preliminary study Development of search strategies for systematic reviews in health using ChatGPT: a critical analysis

Reference 33

Resolution: verified exact; doi, observed 2026-08-10T21:26:42.407186Z

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 24d228c5-81ed-4992-bb64-f0b930537240 · outbound

This paper cites Can ChatGPT Write a Good Boolean Query for Systematic Review Literature Search?.

Large language models streamline automated systematic review: A preliminary study Can ChatGPT Write a Good Boolean Query for Systematic Review Literature Search?

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T21:26:42.155456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2cd6e24-8f43-484b-8ee1-55248b572bfc · outbound

This paper cites Potential roles of large language models in production of systematic reviews and meta-analyses.

Large language models streamline automated systematic review: A preliminary study Potential roles of large language models in production of systematic reviews and meta-analyses

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:26:43.286708Z

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 8b7e4e83-118a-4b80-9586-8703a5dd63e5 · outbound

This paper cites The role of ChatGPT in scientific communication: writing better scientific review articles.

Large language models streamline automated systematic review: A preliminary study The role of ChatGPT in scientific communication: writing better scientific review articles

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:26:43.267638Z

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 95e8b90a-0ae4-4381-a2c0-580cd5c838b1 · outbound

This paper cites The Use of Generative AI for Scientific Literature Searches for Systematic Reviews: ChatGPT and Microsoft Bing AI Performance Evaluation.

Large language models streamline automated systematic review: A preliminary study The Use of Generative AI for Scientific Literature Searches for Systematic Reviews: ChatGPT and Microsoft Bing AI Performance Evaluation

Reference 37

Resolution: malformed identifier; no resolver link, observed 2026-08-10T21:26:42.171489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d812c5fe-4a54-4dab-8774-04225a8489ba · outbound

This paper cites Automated Paper Screening for Clinical Reviews Using Large Language Models: Data Analysis Study.

Large language models streamline automated systematic review: A preliminary study Automated Paper Screening for Clinical Reviews Using Large Language Models: Data Analysis Study

Reference 38

Resolution: malformed identifier; no resolver link, observed 2026-08-10T21:26:42.176311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c19f5acd-cb79-499a-bf52-a9219449d2ce · outbound

This paper cites an unresolved cited work.

Large language models streamline automated systematic review: A preliminary study Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-10T21:26:42.180639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 056c4951-d2f8-4981-88a6-fe5ee47fa889 · outbound

This paper cites an unresolved cited work.

Large language models streamline automated systematic review: A preliminary study Unresolved cited work

Reference 40

Resolution: malformed identifier; doi_truncated, observed 2026-08-10T21:26:42.352052Z

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 53a2c7d4-faf3-4bb4-bc1f-b4957f1093a9 · outbound

This paper cites Evaluating the Effectiveness of Large Language Models in Abstract Screening: A Comparative Analysis.

Large language models streamline automated systematic review: A preliminary study Evaluating the Effectiveness of Large Language Models in Abstract Screening: A Comparative Analysis

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:26:43.247669Z

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 ba8c56e5-6fd6-4229-a1ba-71c4b0e1b356 · outbound

This paper cites Title and abstract screening for literature reviews using large language models: an exploratory study in the biomedical domain.

Large language models streamline automated systematic review: A preliminary study Title and abstract screening for literature reviews using large language models: an exploratory study in the biomedical domain

Reference 42

Resolution: verified exact; doi, observed 2026-08-10T21:26:42.497627Z

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 4e786544-b465-4ea9-bf90-e95093c61c9d · outbound

This paper cites Performance of a Large Language Model in Screening Citations.

Large language models streamline automated systematic review: A preliminary study Performance of a Large Language Model in Screening Citations

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-10T21:26:42.202329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44a78221-22af-4c20-a34a-a8bec8d45c80 · outbound

This paper cites Potential of ChatGPT and GPT-4 for Data Mining of Free-Text CT Reports on Lung Cancer.

Large language models streamline automated systematic review: A preliminary study Potential of ChatGPT and GPT-4 for Data Mining of Free-Text CT Reports on Lung Cancer

Reference 44

Resolution: verified exact; doi, observed 2026-08-10T21:26:42.333204Z

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 0faae0db-c0b0-4c6b-b1d4-890f77e5d3ce · outbound

This paper cites A Comparison of a Large Language Model vs Manual Chart Review for the Extraction of Data Elements From the Electronic Health Record.

Large language models streamline automated systematic review: A preliminary study A Comparison of a Large Language Model vs Manual Chart Review for the Extraction of Data Elements From the Electronic Health Record

Reference 45

Resolution: verified exact; doi, observed 2026-08-10T21:26:42.315616Z

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 bf4d86f7-7652-484c-b3ac-b90f94af066b · outbound

This paper cites Data extraction for evidence synthesis using a large language model: A proof-of-concept study.

Large language models streamline automated systematic review: A preliminary study Data extraction for evidence synthesis using a large language model: A proof-of-concept study

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-10T21:26:42.216476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f53b9d01-36a4-4ebb-a3e1-767b484ef846 · outbound

This paper cites Performance of two large language models for data extraction in evidence synthesis.

Large language models streamline automated systematic review: A preliminary study Performance of two large language models for data extraction in evidence synthesis

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-10T21:26:42.222142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd1994c0-d861-4613-b159-240abeb5164b · outbound

This paper cites Collaborative Large Language Models for Automated Data Extraction in Living Systematic Reviews.

Large language models streamline automated systematic review: A preliminary study Collaborative Large Language Models for Automated Data Extraction in Living Systematic Reviews

Reference 48

Resolution: verified exact; doi, observed 2026-08-10T21:26:42.270492Z

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 e6cbb6ce-3aab-48ab-af02-403c1cfe72a6 · outbound

This paper cites 2021;12:637547.

Large language models streamline automated systematic review: A preliminary study 2021;12:637547

Reference 2019

Resolution: metadata mismatch; raw_fallback, observed 2026-08-10T21:26:43.089600Z

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 bc72be34-162e-47de-8873-fb7bd6b8d3db · outbound

This paper cites GPT-4 Technical Report.

Large language models streamline automated systematic review: A preliminary study GPT-4 Technical Report

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-10T21:26:42.081351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers