ArticleJournal of cardiothoracic and vascular anesthesia2020
Making Sense of Big Data to Improve Perioperative Care: Learning Health Systems and the Multicenter Perioperative Outcomes Group.
Article in Journal of cardiothoracic and vascular anesthesia, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
16 citing papers in PubMed.
- Perspectives in Pediatric Ambulatory Anesthesia: Part 4-Evolving Solutions in Pediatric Ambulatory Anesthesia: From Registries to a Learning Health System Approach.Paediatric anaesthesia · 2026Review
- Intraoperative mechanical power and postoperative pulmonary complications: association and threshold analysis in adult intra-abdominal surgery.Journal of anesthesia, analgesia and critical care · 2026Article
- Feasibility of estimating cardiac indices using cardiac surgery anesthesia records in a multicenter cohort.Journal of clinical monitoring and computing · 2026Article
- Phenotyping the Transfusion Management Experience of Trainees Using Electronic Health Records.Anesthesia and analgesia · 2026Observational
- Personalized Perioperative Opioid Strategies in Children: Focus on Methadone, Pharmacogenomics and Prevention of Persistent Postoperative Opioid Use.Children (Basel, Switzerland) · 2025Review
- The AI and Automation in Anaesthesia (TRIPLE-A) Perioperative Database in Eastern Denmark 2017-: A Platform for Epidemiology, AI-Driven Prediction, Quality Control and Automated Data Retrieval.Acta anaesthesiologica Scandinavica · 2025Article
- A standardized set of metrics to assess the quality of anesthesia, perioperative care, and acute pain management in Canada: a multidisciplinary modified Delphi study.Canadian journal of anaesthesia = Journal canadien d'anesthesie · 2025Article
- Hospital and Clinician Practice Variation in Cardiac Surgery and Postoperative Acute Kidney Injury.JAMA network open · 2025Article
- Article
- The Co-Piloting Model for Using Artificial Intelligence Systems in Medicine: Implementing the Constrained-Disorder-Principle-Based Second-Generation System.Bioengineering (Basel, Switzerland) · 2024Review
- The impact of an anesthesia residency teaching service on anesthesia-controlled time and postsurgical patient outcomes: a retrospective observational study on 15,084 surgical cases.Patient safety in surgery · 2024Article
- The SingHealth Perioperative and Anesthesia Subject Area Registry (PASAR), a large-scale perioperative data mart and registry.Korean journal of anesthesiology · 2024Article
- Patient-, Clinician-, and Institution-level Variation in Inotrope Use for Cardiac Surgery: A Multicenter Observational Analysis.Anesthesiology · 2023Observational
- Clarifying the concept of a learning health system for healthcare delivery organizations: Implications from a qualitative analysis of the scientific literature.Learning health systems · 2022Article
- Observation on the Effect of Intelligent Machine-Assisted Surgery and Perioperative Nursing.Journal of healthcare engineering · 2022Article
- Variation in propofol induction doses administered to surgical patients over age 65.Journal of the American Geriatrics Society · 2021Observational
Corrections and comments
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Authors and funding
4 authors.
Funding
Abstract
PubMed holds no abstract for this paper.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.