Simulated clinical trial with two groups treatment about sepsis desease. See details.
data(sepsis)470 patients and 13 variables.
binary outcome
1 for active treatment, 0 for control treatment
Time from first sepsis-organ fail to start drug
Patient age in years
Baseline local platelets
Sum of baselin sofa (cardiovascular, hematology, hepaticrenal, and respiration scores)
Base creatinine
Number of baseline organ failures
Pre-infusion apache-ii score
Base GLASGOW coma scale score
Baseline serum IL-6 concentration
Baseline activity of daily living score
Baseline local bilirubin
This dataset is taken from SIDES method.
Sepsis contains simulated data on 470 subjects with a binary outcome
survival, that stores survival status for patient after 28 days of treatment,
value of 1 for subjects who died after 28 days and 0 otherwise. There are 11
covariates, listed below, all of which are numerical variables.
Note that contrary to the original dataset used in SIDES, missing values have
been imputed by random forest (randomForest::rfImpute()). See file
data-raw/sepsis.R for more details.
True subgroup is PRAPACHE <= 26 & AGE <= 49.80. NOTE: This subgroup is defined with the lower event rate (survival = 1) in treatement arm.