ArticleMedComm2026
Novel Phenotypes of Acute Respiratory Failure and Differential Response to Awake Prone Positioning: A Multi-Cohort Study.
Article in MedComm, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
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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.
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Authors and funding
19 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The heterogeneity of acute respiratory failure (ARF) in non-intubated patients remains poorly defined. This study aimed to identify novel phenotypes in non-intubated ARF patients and evaluate their prognostic and predictive ability. We analyzed data from three cohorts: a training cohort from the Chinese Database in Intensive Care, validation cohort A from a randomized controlled trial, and validation cohort B from a multicenter dataset. Latent class analysis and
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