ArticleThe British journal of surgery2021
Machine learning risk prediction of mortality for patients undergoing surgery with perioperative SARS-CoV-2: the COVIDSurg mortality score.
Article in The British journal of surgery, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 4 of them syntheses that pooled it.
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
24 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Prevention of infection in aortic or aortoiliac peripheral arterial reconstruction.The Cochrane database of systematic reviews · 2025Pooled it
- Prediction of Complications and Prognostication in Perioperative Medicine: A Systematic Review and PROBAST Assessment of Machine Learning Tools.Anesthesiology · 2024Pooled it
- Prophylactic anticoagulants for non-hospitalised people with COVID-19.The Cochrane database of systematic reviews · 2023Pooled it
- Present and future of machine learning in breast surgery: systematic review.The British journal of surgery · 2022Pooled it
- Safety and Changes in Health-Related Quality of Life After Epidural Oxygen Injection for Long COVID/Post-COVID Syndrome: A Multicenter Retrospective Study.Journal of clinical medicine · 2026Article
- Modelling cognitive outcomes in the UK Biobank: Education, noradrenaline and frontoparietal networks.PloS one · 2026Article
- Ethical issues in neurosurgery - A scoping review from the EANS Ethico-legal committee.Brain & spine · 2026Review
- Article
- Editorial: Surgical skills and continuing medical education in neurosurgery: past, present and future.Frontiers in surgery · 2025Article
- Management Options for Traumatic Posterior Sternoclavicular Joint Dislocation: A Narrative Review with a Single Institution's Experience.Journal of clinical medicine · 2024Article
- Mortality risk of patients with intestinal obstruction.BMC cancer · 2024Article
- Machine learning to predict postoperative complications after digestive surgery: a scoping review.The British journal of surgery · 2023Article
- Obstructive jaundice treatment during the COVID-19 pandemic: retrospective cohort study at a single tertiary care center in Serbia.The Journal of international medical research · 2023Article
- Pituitary and SARS CoV-2: An unremitting conundrum.Best practice & research. Clinical endocrinology & metabolism · 2023Review
- Machine Learning Research Trends in Africa: A 30 Years Overview with Bibliometric Analysis Review.Archives of computational methods in engineering : state of the art reviews · 2023Review
- The snapshot audit methodology: design, implementation and analysis of prospective observational cohort studies in surgery.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2023Review
- The impact of influenza vaccination on surgical outcomes in COVID-19 positive patients: An analysis of 43,580 patients.PloS one · 2023Article
- The influence of the COVID-19 pandemic on videolaryngoscopy: a cross-sectional before-and-after survey.Anaesthesiology intensive therapy · 2023Article
- COVID-19 in the perioperative setting: A review of the literature and the clinical landscape.Perioperative care and operating room management · 2022Review
- Observational
Corrections and comments
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Authors and funding
1 author.
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Abstract
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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.