Machine Learning Accurately Predicts Need for Critical Care Support in Patients Admitted to Hospital for Community-Acquired Pneumonia.

Chen GS, Lee T, Tsang JLY, Binnie A, McCarthy A, Cowan J, Archambault P, Lellouche F, Turgeon AF, Yoon J, Lamontagne F, McGeer A, Douglas J, Daley P, Fowler R, Maslove DM, Winston BW, Lee TC, Tran KC, Cheng MP, Vinh DC, Boyd JH, Walley KR, Singer J, Marshall JC, Russell JA, Community-Acquired Pneumonia: Toward InnoVAtive Treatment (CAPTIVATE) Investigators

Open source

DOI: 10.1097/cce.0000000000001262
Published: 2025 Jun
Container: Critical care explorations
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1097/cce.0000000000001262,
  title = {Machine Learning Accurately Predicts Need for Critical Care Support in Patients Admitted to Hospital for Community-Acquired Pneumonia.},
  author = {Chen GS and Lee T and Tsang JLY and Binnie A and McCarthy A and Cowan J and Archambault P and Lellouche F and Turgeon AF and Yoon J and Lamontagne F and McGeer A and Douglas J and Daley P and Fowler R and Maslove DM and Winston BW and Lee TC and Tran KC and Cheng MP and Vinh DC and Boyd JH and Walley KR and Singer J and Marshall JC and Russell JA and Community-Acquired Pneumonia: Toward InnoVAtive Treatment (CAPTIVATE) Investigators},
  year = {2025},
  journal = {Critical care explorations},
  doi = {10.1097/cce.0000000000001262},
  url = {https://doi.org/10.1097/cce.0000000000001262}
}

RIS

TY  - JOUR
TI  - Machine Learning Accurately Predicts Need for Critical Care Support in Patients Admitted to Hospital for Community-Acquired Pneumonia.
AU  - Chen GS
AU  - Lee T
AU  - Tsang JLY
AU  - Binnie A
AU  - McCarthy A
AU  - Cowan J
AU  - Archambault P
AU  - Lellouche F
AU  - Turgeon AF
AU  - Yoon J
AU  - Lamontagne F
AU  - McGeer A
AU  - Douglas J
AU  - Daley P
AU  - Fowler R
AU  - Maslove DM
AU  - Winston BW
AU  - Lee TC
AU  - Tran KC
AU  - Cheng MP
AU  - Vinh DC
AU  - Boyd JH
AU  - Walley KR
AU  - Singer J
AU  - Marshall JC
AU  - Russell JA
AU  - Community-Acquired Pneumonia: Toward InnoVAtive Treatment (CAPTIVATE) Investigators
PY  - 2025
JO  - Critical care explorations
DO  - 10.1097/cce.0000000000001262
UR  - https://doi.org/10.1097/cce.0000000000001262
ER  -

APA

GS, C., T, L., JLY, T., A, B., A, M., J, C., P, A., F, L., AF, T., J, Y., F, L., A, M., J, D., P, D., R, F., DM, M., BW, W., TC, L., KC, T., MP, C., DC, V., JH, B., KR, W., J, S., JC, M., JA, R., & Investigators, C. P. T. I. T. (. (2025). Machine Learning Accurately Predicts Need for Critical Care Support in Patients Admitted to Hospital for Community-Acquired Pneumonia.. Critical care explorations. https://doi.org/10.1097/cce.0000000000001262

Source records

pubmed · retrieved 2026-09-26T04:28:16.570Z