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Table 1 Baseline characteristics of the COVID-19-infected study cohort on hospital admission (n = 490 study participants)

From: Comparison of machine learning methods with logistic regression analysis in creating predictive models for risk of critical in-hospital events in COVID-19 patients on hospital admission

Characteristic

Non-missing cases

Statistics

Demographics

  

Age (years)a

481

67 ± 18 72 [55, 81]

Gender (female: male)a

482

42 (203): 58 (279)

BMI (kg/m2)

81

28 ± 8 25 [23, 31]

Symptoms

  

Cougha

453

58 (264)

Fever (> 38,5 °C)a

448

46 (205)

Dyspneaa

448

57 (256)

Vital parameters

  

Heart rate (/min)a

451

88 ± 19 86 [76, 100]

Systolic blood pressure (mmHg)a

446

133 ± 22 130 [120, 145]

Respiratory rate (/min)a

356

20 ± 6 18 [15, 22]

spO2 (%)a

442

93,3 ± 5,8 95 [91, 97]

Laboratory findings

  

Lymphocytes (/nl)

294

1.73 ± 3.48 1.00 [0.66, 1.40]

Leukocytes (/nl)a

478

7.9 ± 4.1 6.9 [5.1, 9.6]

Neutrophile granulocytes (/nl)

315

6,5 ± 10,9 4,8 [3.3, 7.3]

Creatinine (mg/dl)a

474

1,37 ± 1,59 1.0 [0.80, 1.40]

C-reactive protein (mg/l)a

474

84 ± 80 64 [23, 118]

Lactate dehydrogenase (U/l)a

358

417 ± 745 322 [252, 448]

aPTT (s)a

370

35 ± 16 32 [29, 36]

Potassium (mmol/l)a

455

4.04 ± 0.60 3.99 [3.66, 4.36]

Procalcitonin (µg/l)

321

1.32 ± 10.37 0.09 [0.05, 0.25]

pH

369

7.43 [7.40, 7.46]

pO2 (mmHg)

361

55 ± 40 50 [28, 68]

pCO2 (mmHg)

367

39 ± 9 37 [33, 43]

sO2 (mmHg)

363

54 ± 35 56 [25, 89]

Comorbidities

  

Total number of comorbiditiesa

445

No comorbidity

 

27 (122)

1 comorbidity

 

22 (100)

2 comorbidities

 

21 (95)

3 comorbidities

 

15 (67)

4 comorbidities

 

8.8 (39)

5 comorbidities

 

3.4 (15)

6 comorbidities

 

1.6 (7)

Type of comorbidities

  

Chronic kidney disease

468

18 (86)

Pulmonary disease

462

18 (82)

Diabetes mellitus

471

24 (112)

Dyslipidemia

451

14 (65)

Vascular/coronary artery disease

490

27 (131)

Hypertension

461

57 (265)

Cardiomyopathy

461

5.2 (24)

Tumor diseasea

190

19 (93)

Medication

  

Antiplatelet medicationa

490

27(130)

RAAS-Inhibitorsa

490

42 (204)

Antidiabetic medicationa

490

22 (106)

Immunosuppressive medicationa

490

18 (87)

Statinsa

459

21 (96)

Oral anticoagulationa

467

14 (67)

Diureticsa

457

24 (110)

Proton pump inhibitorsa

453

30 (135)

  1. Continuous data are displayed as mean ± standard deviation/median [first quartile, third quartile], Categorical data are displayed as proportion (total number)
  2. BMI, body mass index, spO2, saturation of peripheral oxygen, aPTT, activated partial thromboplastin time, pO2, partial pressure of oxygen, pCO2, partial pressure of carbon dioxide, sO2, saturation of oxygen, RAAS-Inhibitors, renin–angiotensin–aldosterone system-Inhibitors
  3. aVariables included into the analysis