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Paper Citation Record · LEDGER

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis

As of 12 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2501.17181.

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

pith.paper-citation-record.v1
2501.17181 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T14:43:18.110831Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

41 of 41 outbound references displayed

  • verified exact14
  • verified fuzzy15
  • unresolved8
  • parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f98463bd-2d24-4cc1-92ad-940c29b9c046 · outbound

This paper cites Avoidable waste in the production and reporting of research evidence.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Avoidable waste in the production and reporting of research evidence

Reference 1

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Source-reported events for the cited work

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Observation d403d3a4-7a9d-4680-b8ae-71b3aebb7149 · outbound

This paper cites Chapman, M.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Chapman, M

Reference 2

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 613a5dc5-4081-40ca-82c2-b4ce194f77bf · outbound

This paper cites Zheutlin, Joshua D.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Zheutlin, Joshua D

Reference 3

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verified exact
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Source-reported events for the cited work

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Observation fbebc43a-9ea4-43f8-8e1a-99073d22fdab · outbound

This paper cites Discontinuation and non-publication of surgical randomised controlled trials: observational study.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Discontinuation and non-publication of surgical randomised controlled trials: observational study

Reference 4

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Source-reported events for the cited work

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Observation 615620fb-6127-4015-95c6-fac99185d6e2 · outbound

This paper cites Reporting quality and research waste in gastric cancer randomized controlled trials.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Reporting quality and research waste in gastric cancer randomized controlled trials

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation ab9d8fde-f81d-4c50-9b71-12a97f2b59a7 · outbound

This paper cites Meta-research studies of reporting guidelines and reporting quality in trials: An overview.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Meta-research studies of reporting guidelines and reporting quality in trials: An overview

Reference 6

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Source-reported events for the cited work

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Observation 76dd0e2a-962e-4742-9183-450cda12e70b · outbound

This paper cites AlpaPICO: Advancing PICO extraction for systematic reviews in low- resource settings.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis AlpaPICO: Advancing PICO extraction for systematic reviews in low- resource settings

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation c4f563e1-1539-4963-8cf2-b113700428d1 · outbound

This paper cites Research waste from poor reporting of core methods and results and redundancy in studies of reporting guideline adherence: a meta-research review.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Research waste from poor reporting of core methods and results and redundancy in studies of reporting guideline adherence: a meta-research review

Reference 8

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 7cacf064-9d2c-4ed0-930d-f1054732e6e9 · outbound

This paper cites Several methods for assessing research waste in reviews with a systematic search: a scoping review.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Several methods for assessing research waste in reviews with a systematic search: a scoping review

Reference 9

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation ed874264-3138-455f-ac12-37f5c21b06e1 · outbound

This paper cites PICO Element Detection in Medical Text via Long Short-Term Memory Neural Networks.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis PICO Element Detection in Medical Text via Long Short-Term Memory Neural Networks

Reference 10

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Source-reported events for the cited work

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Observation 775b6872-2327-4ff2-a54c-5478d5945db9 · outbound

This paper cites PICO to PICOS: Weak Supervision to Extend Datasets with New Labels.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis PICO to PICOS: Weak Supervision to Extend Datasets with New Labels

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 2957fdd1-a8ca-400a-b963-1aff71851faf · outbound

This paper cites Task-Specific Model Allocation Medical Papers PICOS Information Extraction.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Task-Specific Model Allocation Medical Papers PICOS Information Extraction

Reference 12

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Source-reported events for the cited work

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Observation 92e39f26-19af-4596-8882-7a7a922a6900 · outbound

This paper cites Addressing global research inefficiencies through AI and interdisciplinary collabora- tion.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Addressing global research inefficiencies through AI and interdisciplinary collabora- tion

Reference 13

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation f09d3e45-7d1d-4bc3-80d3-8f4fc86a97eb · outbound

This paper cites Interactions between the brain and heart.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Interactions between the brain and heart

Reference 14

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 90caa173-bccd-4805-aa4e-a89a3aed8f3e · outbound

This paper cites Exploring the Evidence: Generating a Research Question: Using the PICOT Framework for Clinical Inquiry.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Exploring the Evidence: Generating a Research Question: Using the PICOT Framework for Clinical Inquiry

Reference 15

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 54f60afb-fdc3-4add-aeee-be9e63639b5d · outbound

This paper cites Systematic Reviews Journal, 2024.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Systematic Reviews Journal, 2024

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 8210b8fb-8d2c-4022-9263-650992dc1cc6 · outbound

This paper cites an unresolved cited work.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Unresolved cited work

Reference 17

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Source-reported events for the cited work

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Observation f511301e-f56e-4576-8bf9-bcb35f9b2893 · outbound

This paper cites Leveraging artificial intelligence to enhance systematic reviews in health research: advanced tools and challenges.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Leveraging artificial intelligence to enhance systematic reviews in health research: advanced tools and challenges

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 8349a9f9-30a0-4eee-b056-de8b9c563aa4 · outbound

This paper cites Systematic literature review in five steps.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Systematic literature review in five steps

Reference 20

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Source-reported events for the cited work

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Observation 7d5baf60-2439-4d51-825a-74dbb65df980 · outbound

This paper cites La Declaración CONSORT: Recomendaciones revisadas para mejorar la calidad de los informes de ensayos aleatorizados de grupos paralelos.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis La Declaración CONSORT: Recomendaciones revisadas para mejorar la calidad de los informes de ensayos aleatorizados de grupos paralelos

Reference 21

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Observation ce486ff9-e3cf-4d72-949a-f0196f90d40c · outbound

This paper cites Development and Testing of Retrieval Augmented Generation in Large Language Models -- A Case Study Report.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Development and Testing of Retrieval Augmented Generation in Large Language Models -- A Case Study Report

Reference 22

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Source-reported events for the cited work

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Observation 009459ba-4e49-4432-993c-eb75087c6085 · outbound

This paper cites The potential of Generative Pre-trained Transformer 4 (GPT-4) to analyse medical notes in three different languages: a retrospective model-evaluation study.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis The potential of Generative Pre-trained Transformer 4 (GPT-4) to analyse medical notes in three different languages: a retrospective model-evaluation study

Reference 23

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Source-reported events for the cited work

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Observation fab90f3b-9cd0-4ba0-abd9-a183af084ba0 · outbound

This paper cites The PRISMA 2020 statement: an updated guideline for reporting systematic reviews.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis The PRISMA 2020 statement: an updated guideline for reporting systematic reviews

Reference 24

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Source-reported events for the cited work

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Observation 3760fd3a-cdd6-4157-81f9-fe5f1c447cd7 · outbound

This paper cites BERTopic: Neural topic modeling with a class-based TF-IDF procedure.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis BERTopic: Neural topic modeling with a class-based TF-IDF procedure

Reference 25

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 19230a34-1d39-4afc-9232-f11500b438d6 · outbound

This paper cites (Neo4j)ˆ Browser: Visualizing Variable-Aware Analysis Results.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis (Neo4j)ˆ Browser: Visualizing Variable-Aware Analysis Results

Reference 26

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation d3142c18-1091-4419-adf4-e770f18b779b · outbound

This paper cites The application of the “PICO” teaching model in clinical research course for medical students.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis The application of the “PICO” teaching model in clinical research course for medical students

Reference 27

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verified exact
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Source-reported events for the cited work

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Observation fbda89bc-8d3a-4759-9d45-ed39fb459a6e · outbound

This paper cites Task-Specific Model Allocation Medical Papers PICOS Information Extraction.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Task-Specific Model Allocation Medical Papers PICOS Information Extraction

Reference 28

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation dd05095e-f79e-41aa-9cfb-0897a6906b8e · outbound

This paper cites Enhancing PICOS Information Extraction with UIE and ERNIE-Health.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Enhancing PICOS Information Extraction with UIE and ERNIE-Health

Reference 29

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verified exact
doi, observed 2026-08-10T14:43:18.212900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 0be67ac9-5c42-4d83-9761-262d0e0a2958 · outbound

This paper cites Physiologic Network-based Brain-heart Interaction Quantification during Visual Emotional Elicitation.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Physiologic Network-based Brain-heart Interaction Quantification during Visual Emotional Elicitation

Reference 30

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T14:43:18.068587Z digest=sha256:f19d01ce9736d52c81f500b5ce4c2f93fdc7d5fe34eb6484bcc63be66dcf8502

Observation f95f7f07-e52c-4f19-89be-51a46dbe6863 · outbound

This paper cites BHI-Net: Brain-Heart Interaction-Based Deep Architectures for Epileptic Seizures and Firing Location Detection.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis BHI-Net: Brain-Heart Interaction-Based Deep Architectures for Epileptic Seizures and Firing Location Detection

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:43:18.075732Z digest=sha256:476acf9b5bf026ea2ca4e2390078449d37968c695ae00caf85c32b313b80b63d

Observation d12df84a-9917-4a8f-b1d2-d36585c3e1df · outbound

This paper cites Complex Brain-Heart Mapping in Mental and Physical Stress.IEEE Journal of Translational Engineering in Health and Medicine , 1, 2023.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Complex Brain-Heart Mapping in Mental and Physical Stress.IEEE Journal of Translational Engineering in Health and Medicine , 1, 2023

Reference 32

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doi, observed 2026-08-10T14:43:18.202665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation d45c4261-9e1e-47f2-b036-494c42eafcf2 · outbound

This paper cites Research waste from poor reporting of core methods and results and redundancy in studies of reporting guideline adherence: a meta-research review.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Research waste from poor reporting of core methods and results and redundancy in studies of reporting guideline adherence: a meta-research review

Reference 33

Resolution
verified exact
doi, observed 2026-08-10T14:43:18.189968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:43:18.082943Z digest=sha256:6f43af8fd948b960dc7a8bdc18be61d5ed003e66ebb697c826cc169f833c4d1b

Observation 2a11cee6-1698-4882-b67e-a7de4de8d6ee · outbound

This paper cites Avoidable Waste of Research Related to Outcome Planning and Reporting in Clinical Trials.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Avoidable Waste of Research Related to Outcome Planning and Reporting in Clinical Trials

Reference 34

Resolution
verified exact
doi, observed 2026-08-10T14:43:18.178986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:43:18.086311Z digest=sha256:6368b5c01f42977d5f8650b0ee795cabd89b7d976667c13f532379b1f4303e85

Observation 2bca4f30-36b5-4194-9616-98fac6c18924 · outbound

This paper cites (Semi)automated Approaches to Data Extraction for Systematic Reviews and Meta-analyses in Social Sciences: A Living Review.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis (Semi)automated Approaches to Data Extraction for Systematic Reviews and Meta-analyses in Social Sciences: A Living Review

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:43:18.697104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:43:18.089934Z digest=sha256:6cf5b8dc03cd812b0e6adbfd70eb8d3c52b08f57621f49e4ac6ba5b76666773f

Observation 891460ed-15bf-49d5-a825-2ffa51a3eb33 · outbound

This paper cites AI Meets Academia: Transforming Systematic Literature Reviews.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis AI Meets Academia: Transforming Systematic Literature Reviews

Reference 36

Resolution
verified exact
doi, observed 2026-08-10T14:43:18.168177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:43:18.093609Z digest=sha256:f7a6e4bd7f2e0de4ebf99654880871ffdaec229cad84f11cf41c2bf4d6fa0550

Observation e982c134-39d0-4413-a3f2-ff6b606d6ab8 · outbound

This paper cites Towards Autonomous Living Meta-Analyses: A Framework for Automation of Systematic Review and Meta-Analyses.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Towards Autonomous Living Meta-Analyses: A Framework for Automation of Systematic Review and Meta-Analyses

Reference 37

Resolution
verified exact
doi, observed 2026-08-10T14:43:18.156634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:43:18.097072Z digest=sha256:f013083590bd5a7d20c161680fe11c162b4a099c2d9ea1ed957d53543b1ca3a3

Observation 1b65dbe1-744a-4c88-9a44-b52453b7e5f8 · outbound

This paper cites Towards the Automation of Sys- tematic Reviews Using Natural Language Processing, Machine Learning, and Deep Learning: A Comprehensive Review.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Towards the Automation of Sys- tematic Reviews Using Natural Language Processing, Machine Learning, and Deep Learning: A Comprehensive Review

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-10T14:43:18.100338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:43:18.100338Z digest=sha256:10e5eec76f7ec33998ed9bbf95d1d51081adaf758e1f49be2fc89182818175fc

Observation 72479499-875a-4717-ab9b-7481d4e39b7a · outbound

This paper cites Automation of Systematic Reviews of Biomedical Literature: A Scoping Review of Stud- ies Indexed in PubMed.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Automation of Systematic Reviews of Biomedical Literature: A Scoping Review of Stud- ies Indexed in PubMed

Reference 39

Resolution
verified exact
doi, observed 2026-08-10T14:43:18.144994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:43:18.103524Z digest=sha256:32408fb89d614c1512476b3585fa645682a03c73b5d4947fcc6d833f0ce22210

Observation 1af1c84f-5ed5-4aaa-8dfe-42fdb814491b · outbound

This paper cites A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-10T14:43:18.107034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:43:18.107034Z digest=sha256:d37fb6c5f9955a3cddd0595039829cec36130c931a429248d083814b2ecef073

Observation 4f74fd4a-413d-442c-ba87-753387d25ab9 · outbound

This paper cites Graph Retrieval-Augmented Generation: A Survey.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Graph Retrieval-Augmented Generation: A Survey

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-10T14:43:18.110831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:43:18.110831Z digest=sha256:eed852f3a7c3f50405d4688dd9ff428c09347280151039e90fdf2de425aefa9b

Observation 088af365-f698-4a27-a31e-1baff5faac1e · outbound

This paper cites an unresolved cited work.

An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis Unresolved cited work

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-10T14:43:18.072392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:43:18.072392Z digest=sha256:6cd6daa6a12337e70cee1bd39dfe1638c083f2ea1fea48cca15aaf9c00be7c32

Pith citing papers

No inbound Pith citation observations are available.