Table 2 Univariate and multivariate logistic regression fitting results on associated factors of live birth.

From: Machine learning algorithms in constructing prediction models for assisted reproductive technology (ART) related live birth outcomes

Variables

Live birth (Yes)

Univariate model OR (90% CI)

p value

Multivariate model OR (95% CI)

p value

Age of husband (Ref: < = 35 years old)

 36–39 years old

0.78 (0.71–0.85)

< 0.01

1.03 (0.91–1.17)

0.62

 > = 40 years old

0.49 (0.44–0.54)

< 0.01

0.95 (0.82–1.10)

0.46

Ethnicity of husband (Ref: Han majority)

 Minority

1.09 (1.01–1.18)

< 0.10

1.04 (0.95–1.15)

0.39

Maternal age (Ref: < = 35 years old)

 36–39 years old

0.64 (0.59–0.70)

< 0.01

0.68 (0.60–0.77)

< 0.01

 > = 40 years old

0.16 (0.13–0.19)

< 0.01

0.20 (0.15–0.25)

< 0.01

Maternal ethnicity (Ref: Han majority)

 Minority

1.07 (0.99–1.15)

0.14

  

Maternal BMI (Ref: Normal)

 Underweight

1.02 (0.89–1.16)

0.84

0.96 (0.81–1.13)

0.60

 Overweight and obesity

0.91 (0.84–0.98)

< 0.05

0.89 (0.80–0.98)

< 0.05

Duration of infertility (+ 1 year)

0.95 (0.94–0.96)

< 0.01

0.96 (0.95–0.98)

< 0.01

Type of infertility (Ref: Primary)

 Secondary

0.95 (0.88–1.02)

0.22

  

Cause of infertility (Ref: Female factor)

 Male factor

1.19 (1.06–1.34)

< 0.05

0.99 (0.83–1.17)

0.87

 Mixed factor

1.04 (0.96–1.13)

0.41

0.96 (0.84–1.09)

0.53

 Unexplained

1.11 (0.98–1.26)

0.16

1.06 (0.90–1.23)

0.50

Previous ART Cycles (+ 1)

0.62 (0.58–0.65)

< 0.01

0.70 (0.65–0.76)

< 0.01

Insemination method (Ref: IVF)

 ICSI

0.94 (0.86–1.03)

0.29

  

Starting dosage of Gn (Ref: Very low level)

 Low level

0.85 (0.77–0.94)

< 0.01

0.95 (0.83–1.09)

0.44

 Moderate level

0.84 (0.71–0.98)

< 0.10

0.91 (0.72–1.15)

0.44

 High level

0.68 (0.62–0.75)

< 0.01

0.93 (0.76–1.15)

0.51

Duration of Gn (Ref: Very low level)

 Low level

1.57 (1.39–1.77)

< 0.01

1.26 (1.08–1.48)

< 0.01

 Moderate level

1.74 (1.58–1.93)

< 0.01

1.21 (1.04–1.42)

< 0.05

 High level

1.94 (1.74–2.16)

< 0.01

1.22 (1.00–1.50)

0.06

Total dosage of Gn (Ref: Very low level)

 Low level

1.36 (1.23–1.50)

< 0.01

1.27 (1.09–1.47)

< 0.01

 Moderate level

1.17 (1.06–1.30)

< 0.01

1.30 (1.07–1.56)

< 0.01

 High level

1.09 (0.99–1.21)

0.14

1.21 (0.96–1.53)

0.11

Basal FSH (Ref: Very low level)

 Low level

1.01 (0.92–1.12)

0.82

0.98 (0.87–1.12)

0.81

 Moderate level

1.17 (1.06–1.29)

< 0.01

1.12 (0.99–1.27)

0.08

 High level

1.16 (1.05–1.28)

< 0.05

1.16 (1.02–1.33)

< 0.05

Basal E2 (Ref: Very low level)

 Low level

0.96 (0.87–1.06)

0.52

  

 Moderate level

0.97 (0.88–1.07)

0.66

  

 High level

0.95 (0.86–1.05)

0.37

  

Basal LH (Ref: Very low level)

 Low level

1.08 (0.98–1.19)

0.21

1.00 (0.88–1.14)

0.95

 Moderate level

1.21 (1.09–1.33)

< 0.01

1.09 (0.96–1.24)

0.18

 High level

1.19 (1.08–1.32)

< 0.01

1.00 (0.87–1.14)

0.96

Progressive sperm motility (Ref: Very low level)

 Low level

0.91 (0.82–1.00)

< 0.01

0.88 (0.77–1.01)

0.07

 Moderate level

0.87 (0.79–0.96)

< 0.05

0.80 (0.69–0.94)

< 0.01

 High level

0.86 (0.78–0.94)

< 0.01

0.77 (0.65–0.90)

< 0.01

Non-progressive sperm motility (Ref: Very low level)

 Low level

1.16 (1.05–1.28)

< 0.05

1.02 (0.90–1.15)

0.81

 Moderate level

1.09 (0.99–1.21)

0.14

0.97 (0.86–1.11)

0.69

 High level

1.12 (1.01–1.23)

< 0.01

1.05 (0.92–1.19)

0.49

E2 on HCG day (Ref: Very low level)

 Low level

1.88 (1.70–2.07)

< 0.01

1.47 (1.29–1.67)

< 0.01

 Moderate level

1.65 (1.50–1.82)

< 0.01

1.20 (1.04–1.37)

< 0.05

 High level

0.90 (0.81–1.00)

< 0.10

0.66 (0.57–0.77)

< 0.01

LH on HCG day (Ref: Very low level)

 Low level

1.05 (0.95–1.16)

0.41

1.10 (0.98–1.25)

0.12

 Moderate level

1.13 (1.03–1.25)

< 0.05

1.29 (1.14–1.47)

< 0.01

 High level

0.68 (0.62–0.76)

< 0.01

1.07 (0.93–1.24)

0.34

P on HCG day (Ref: Very low level)

 Low level

1.09 (0.99–1.20)

0.14

0.96 (0.85–1.08)

0.49

 Moderate level

0.98 (0.89–1.08)

0.78

0.89 (0.78–1.01)

0.07

 High level

0.46 (0.41–0.51)

< 0.01

0.46 (0.40–0.54)

< 0.01