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Table 3 (abstract P23). The variable importance for logistic regression model

From: Sepsis 2018

Variable

Estimate

Std. Error

z value

Pr(>|z|)

Importance

Oxygen saturation

 ≥95%

1.573306

0.4167

3.775611

0.00016

3.775611

 ≥90% and <95%

 <90%

Prior to current illness, spent some part of daytime in bed

0.87259

0.29709

2.937088

0.00331

2.93709

Coma without intoxication or overdose

0.45074

0.16175

2.78673

0.00532

2.78673

Respiratory rate (per min)

 ≤20

1.141778

0.44229

2.581525

0.00984

2.581525

 >20 and ≤30

 >30

Abnormal ECG

0.575612

0.32636

1.763741

0.07778

1.763741

Pulse rate>systolic blood pressure

0.374006

0.27959

1.337682

0.181

1.337682

Diabetes (type I or II)

0.511602

0.41016

1.24733

0.21228

1.24733

Altered mental status without coma, intoxication or overdose, and aged ≥50 years

0.281089

0.30121

0.933204

0.35071

0.933204

Breathless on presentation

-0.88704

0.98829

-0.89756

0.36942

0.897558

Systolic blood pressure (mmHg)

 >100

0.218143

0.24314

0.897179

0.36962

0.897179

 >80 and ≤100

 ≥70 and ≤80

 <70

Age (years)

 <50 for men or <55 for women

-0.11581

0.21299

-0.54376

0.58661

0.543756

 ≥50 for men and ≥55 for women but ≤ 75 for either

 >75 for both men and women

Temperature <35 °C or ≥39 °C

-0.07154

0.29291

-0.24423

0.80705

0.244228

Unable to stand unaided, or a nursing home resident

9.354837

811.949

0.011521

0.99081

0.011521

New stroke on presentation

5.68584

1066.55

0.005331

0.99575

0.005331