Title |
Predictors for extubation failure in COVID-19 patients using a machine learning approach
|
---|---|
Published in |
Critical Care, December 2021
|
DOI | 10.1186/s13054-021-03864-3 |
Pubmed ID | |
Authors |
Lucas M. Fleuren, Tariq A. Dam, Michele Tonutti, Daan P. de Bruin, Robbert C. A. Lalisang, Diederik Gommers, Olaf L. Cremer, Rob J. Bosman, Sander Rigter, Evert-Jan Wils, Tim Frenzel, Dave A. Dongelmans, Remko de Jong, Marco Peters, Marlijn J. A. Kamps, Dharmanand Ramnarain, Ralph Nowitzky, Fleur G. C. A. Nooteboom, Wouter de Ruijter, Louise C. Urlings-Strop, Ellen G. M. Smit, D. Jannet Mehagnoul-Schipper, Tom Dormans, Cornelis P. C. de Jager, Stefaan H. A. Hendriks, Sefanja Achterberg, Evelien Oostdijk, Auke C. Reidinga, Barbara Festen-Spanjer, Gert B. Brunnekreef, Alexander D. Cornet, Walter van den Tempel, Age D. Boelens, Peter Koetsier, Judith Lens, Harald J. Faber, A. Karakus, Robert Entjes, Paul de Jong, Thijs C. D. Rettig, Sesmu Arbous, Sebastiaan J. J. Vonk, Mattia Fornasa, Tomas Machado, Taco Houwert, Hidde Hovenkamp, Roberto Noorduijn Londono, Davide Quintarelli, Martijn G. Scholtemeijer, Aletta A. de Beer, Giovanni Cinà, Adam Kantorik, Tom de Ruijter, Willem E. Herter, Martijn Beudel, Armand R. J. Girbes, Mark Hoogendoorn, Patrick J. Thoral, Paul W. G. Elbers |
X Demographics
Geographical breakdown
Country | Count | As % |
---|---|---|
Mexico | 13 | 24% |
Chile | 3 | 6% |
United States | 2 | 4% |
Brazil | 2 | 4% |
Colombia | 2 | 4% |
Malaysia | 1 | 2% |
Argentina | 1 | 2% |
France | 1 | 2% |
Ecuador | 1 | 2% |
Other | 4 | 7% |
Unknown | 24 | 44% |
Demographic breakdown
Type | Count | As % |
---|---|---|
Members of the public | 50 | 93% |
Practitioners (doctors, other healthcare professionals) | 3 | 6% |
Science communicators (journalists, bloggers, editors) | 1 | 2% |
Mendeley readers
Geographical breakdown
Country | Count | As % |
---|---|---|
Unknown | 64 | 100% |
Demographic breakdown
Readers by professional status | Count | As % |
---|---|---|
Researcher | 6 | 9% |
Other | 5 | 8% |
Student > Ph. D. Student | 5 | 8% |
Student > Bachelor | 4 | 6% |
Student > Master | 4 | 6% |
Other | 9 | 14% |
Unknown | 31 | 48% |
Readers by discipline | Count | As % |
---|---|---|
Medicine and Dentistry | 15 | 23% |
Biochemistry, Genetics and Molecular Biology | 4 | 6% |
Nursing and Health Professions | 4 | 6% |
Pharmacology, Toxicology and Pharmaceutical Science | 2 | 3% |
Engineering | 2 | 3% |
Other | 6 | 9% |
Unknown | 31 | 48% |