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Table 1 Demographic, laboratory, and clinical data of patients

From: Prediction the prognosis of the poisoned patients undergoing hemodialysis using machine learning algorithms

Demographic Data

Variables

Frequency (%)

Values

Gender

Female

187 (19.1%)

Female/ male

Male

793 (80.9%)

Age

Under 20 years old

100 (10/4%)

Numerical

21–40 years

604 (61.6%)

41–60 years

211 (21.5%)

61–80 years

60 (6.1%)

Above 81 years

5 (0.5%)

Co-ingestion

62 (6.3%)

Yes /No

Smoking

46 (4.7%)

Yes /No

Alcohol consumption

627 (64%)

Yes /No

Opium abuse

75 (7.7%)

Yes /No

Stimulants abuse

13 (1.3%)

Yes /No

History of pervious disease

150 (15.3%)

Yes /No

History of taking medication

77 (7.9%)

Yes /No

Hemoperfusion

9 (0/9%)

Yes /No

Intubation

203 (20.7%)

Yes /No

ICU admission

187 (19.1%)

Yes /No

Antidote therapy

904 (92.2%)

Yes /No

Duration of hospitalization. median (Minimum–Maximum)

2 (1–116)

Numerical

Laboratory and Clinical Data

 13 ≤ GCS < 15

659 (67.2%)

Numerical

 8 ≤ GCS < 13

62 (6.3%)

Numerical

 Coma (GCS < 8)

108 (11%)

Yes/No

 Bradypnea

46 (4.7%)

Numerical

 Temperature (Mean ± SD)

36.9 ± 0.56

Numerical

 Bradycardia

14 (1.4%)

Numerical

 Tachycardia

145 (14.8%)

Numerical

 Hypotension

38 (3.9%)

Numerical

 Hypertension

293 (29.9%)

Numerical

 Metabolic Acidosis

823 (84%)

Numerical

 Acute Kidney Injury

536 (54.7%)

Numerical

 Renal disease

641(65%)

Yes/No

 HCO3 (Mean ± SD)

14.4 ± 23.8

Numerical

 BUN (meq/l) (Mean ± SD)

36.7 ± 27.2

Numerical

 Creatinine (meq/l) (Mean ± SD)

1.7 ± 4.1

Numerical

 Blood Glucose (mg/dl) (Mean ± SD)

132.5 ± 66.6

Numerical

 Blood PH (Mean ± SD)

7.2 ± 0.4

Numerical

 Sodium (meq/l) (Mean ± SD)

137.8 ± 10.8

Numerical

 Potassium (meq/l) (Mean ± SD)

4.7 ± 3.4

Numerical

 PCO2, PO2, HCO3, BE, Bs, WBC, Hb, Hct, PLT, AST, ALT, ALP, LDH, CPK, CPK mb, PT, PTT, INRa

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Numerical

Patient Outcomes

Death

418

Yes /No

Healthy (recovery)

562

Yes /No

  1. aPCO2 (partial pressure of carbon dioxide), PO2 partial pressure of oxygen, BE (Base excess), PLT platelet cells, HGB hemoglobin, HCT hematocrit, INR international normalized ratio, BS Blood sugar, LDH Lactate dehydrogenase, AST Aspartate aminotransferase, ALT Alanine transaminase, ALP Alkaline phosphatase, CPK Creatine phosphokinase, CK-MB Creatine kinase-MB, PT Prothrombin time, PTT Partial thromboplastin time