Early Prediction of Sepsis from Clinical Data: The PhysioNet/Computing in Cardiology Challenge 2019 1.0.0
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HR|O2Sat|Temp|SBP|MAP|DBP|Resp|EtCO2|BaseExcess|HCO3|FiO2|pH|PaCO2|SaO2|AST|BUN|Alkalinephos|Calcium|Chloride|Creatinine|Bilirubin_direct|Glucose|Lactate|Magnesium|Phosphate|Potassium|Bilirubin_total|TroponinI|Hct|Hgb|PTT|WBC|Fibrinogen|Platelets|Age|Gender|Unit1|Unit2|HospAdmTime|ICULOS|SepsisLabel
97.5|100|36.65|99|73|59.5|14|NaN|-3|20|1|7.36|42.5|57|NaN|13|NaN|NaN|115|NaN|NaN|117|3|NaN|NaN|NaN|NaN|NaN|28.2|10|NaN|12.6|NaN|NaN|85.97|1|0|1|-3|6|0
94.5|100|36.05|97|69|57.5|14|NaN|-3|NaN|0.5|7.34|47|49|NaN|NaN|NaN|NaN|NaN|NaN|NaN|135|NaN|NaN|NaN|NaN|NaN|NaN|26.5|9.6|NaN|15.4|NaN|179|85.97|1|0|1|-3|7|0
98|100|36.1|89.5|66|55.5|14|NaN|-6|NaN|NaN|7.31|45|62|NaN|NaN|NaN|NaN|NaN|NaN|NaN|157|4.5|NaN|NaN|NaN|NaN|NaN|26.5|9.6|NaN|15.4|NaN|NaN|85.97|1|0|1|-3|8|1
106|100|36.4|72|58|52.5|14|NaN|-6|NaN|NaN|7.31|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|4.5|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|85.97|1|0|1|-3|9|1
110|100|36.6|91|67|58|14|NaN|-5.5|NaN|0.5|7.27|46.5|60|NaN|NaN|NaN|NaN|NaN|NaN|NaN|173|3.4|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|85.97|1|0|1|-3|10|1
114|100|36.8|110|81|69.5|14|NaN|-5.5|NaN|NaN|7.28|44|61|NaN|NaN|NaN|NaN|NaN|NaN|NaN|172|3.4|NaN|NaN|NaN|NaN|NaN|38.4|13.2|NaN|NaN|NaN|NaN|85.97|1|0|1|-3|11|1
110|99|36.7|117.5|80|66.5|16.5|NaN|-5|NaN|0.5|7.31|38|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|144|3.2|NaN|NaN|NaN|NaN|NaN|36.8|NaN|NaN|NaN|NaN|NaN|85.97|1|0|1|-3|12|1
103|100|36.7|125.75|83|66.5|18|NaN|-4.5|NaN|NaN|7.34|36|80|NaN|NaN|NaN|NaN|NaN|NaN|NaN|132|3.2|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|85.97|1|0|1|-3|13|1
102|100|36.9|101.5|77|67.5|18|NaN|-4|NaN|0.5|7.35|NaN|99|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|85.97|1|0|1|-3|14|1
99|100|37.1|107|77|80|18|NaN|-2|20|NaN|7.39|36|99|NaN|14|NaN|NaN|108|0.8|NaN|134|2.1|1.8|NaN|NaN|NaN|NaN|29.9|11.5|39.1|10.3|NaN|128|85.97|1|0|1|-3|15|1
98|100|37.3|117|77|61.5|18|NaN|-2|20|NaN|7.39|NaN|99|NaN|14|NaN|NaN|108|NaN|NaN|NaN|2.1|1.8|NaN|NaN|NaN|NaN|29.9|11.5|NaN|10.3|NaN|NaN|85.97|1|0|1|-3|16|1
99|99|37.5|117|78|62.5|18|NaN|NaN|NaN|0.5|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|NaN|85.97|1|0|1|-3|17|1