Selected article for: "logistic regression and univariate analysis"

Author: Samuel J. S. Rubin; Samuel Robert Falkson; Nicholas Degner; Catherine Blish
Title: Clinical characteristics associated with COVID-19 severity in California
  • Document date: 2020_3_30
  • ID: as6tbfrh_9
    Snippet: In univariate analysis, age, lower oxygen saturation at initial examination, and hypertension were significantly associated with recommendation for further hospital care, lower oxygen saturation was associated with admission to ICU, age and lower oxygen saturation were associated with diagnosis of pneumonia, and lower oxygen saturation and hypertension were associcated with progression to acute respiratory distress syndrome (ARDS) ( Table 2 ). Us.....
    Document: In univariate analysis, age, lower oxygen saturation at initial examination, and hypertension were significantly associated with recommendation for further hospital care, lower oxygen saturation was associated with admission to ICU, age and lower oxygen saturation were associated with diagnosis of pneumonia, and lower oxygen saturation and hypertension were associcated with progression to acute respiratory distress syndrome (ARDS) ( Table 2 ). Use of ACE-I or ARB was not significantly associated with recommendation for further hospital care, admission to ICU, diagnosis of pneumonia, or progression to ARDS. When analyzed by logistic regression to control for age, the only factor independently significantly associated with recommendation for further in-hosptial care, diagnosis of pneumonia, and progression to ARDS was initial oxygen saturation measurement as a continuous variable.

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