Evidence map›Paper›PMID 34368247›Full record

ArticleFrontiers in cardiovascular medicine2021

Identifying Risk Factors for Complicated Post-operative Course in Tetralogy of Fallot Using a Machine Learning Approach.

Jennifer A Faerber, Jing Huang, Xuemei Zhang, Lihai Song, Grace DeCost, Christopher E Mascio, Chitra Ravishankar, Michael L O'Byrne, Maryam Y Naim, Steven M Kawut and 2 more

Open access · goldAbstract read
In one paragraph

Article in Frontiers in cardiovascular medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
1.7field-weighted citation impact, top 16% of its field
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

13 citing papers in PubMed, 17 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Review
  10. Review
  11. Article
  12. Article
  13. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors at 4 institutions in 1 country.

Jennifer A FaerberData Science and Biostatistics Unit, Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, PA, United States.
Jing HuangDepartment of Biostatistics, Epidemiology & Informatics, University of Pennsylvania, Philadelphia, PA, United States.
Xuemei ZhangData Science and Biostatistics Unit, Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, PA, United States.
Lihai SongData Science and Biostatistics Unit, Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, PA, United States.
Grace DeCostSchool of Public Health, Brown University, Providence, RI, United States.
Christopher E MascioDivision of Cardiothoracic Surgery, Department of Surgery, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States.
Chitra RavishankarDivision of Cardiology, Department of Pediatrics, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States.
Michael L O'ByrneData Science and Biostatistics Unit, Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, PA, United States.
Maryam Y NaimDepartments of Anesthesiology, Critical Care Medicine and Pediatrics, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States.
Steven M KawutDepartments of Medicine and Epidemiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States.
Elizabeth GoldmuntzDivision of Cardiology, Department of Pediatrics, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States.
Laura Mercer-RosaDivision of Cardiology, Department of Pediatrics, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States.
Children's Hospital of Philadelphia · USUniversity of Pennsylvania · USBrown University · USPhiladelphia University · US

Funding

Mentored Patient-Oriented Research in Pulmonary Arterial HypertensionK24HL103844 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI KAWUT, STEVEN M · 2011 to 2020
$1.6M
Outcomes in Children Undergoing Cardiac CatheterizationK23HL130420 · NHLBI · CHILDREN'S RESEARCH INSTITUTE · PI O'BYRNE, MICHAEL L · 2016 to 2020
$907k
Outcome and Right Ventricular Remodeling After Repair of Tetralogy of FallotK01HL125521 · NHLBI · CHILDREN'S HOSP OF PHILADELPHIA · PI MERCER-ROSA, LAURA M. · 2015 to 2019
$791k
NHLBI NIH HHS K01 HL125521NHLBI NIH HHS K23 HL130420NHLBI NIH HHS K24 HL103844
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

cardiopulmonary bypasscongenital heart defectglobal longitudinal strain imagingoutcometetralogy of Fallot

Identifiers

PMID34368247
PMCPMC8339319
OpenAlexW3183544203

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.