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Table 7 Predictor prevalence in NRCBM and the non-overlapping replication datasets

From: Replicability and reproducibility of predictive models for diagnosis of depression among young adults using Electronic Health Records

Predictor

NRCBM case %

NRCBM control %

Replication case %

Replication control %

Case difference

Control difference

Anxiety

4.99

1.10

9.24

0.76

4.25

 − 0.34

Asthma

15.87

10.66

8.37

3.42

 − 7.50

 − 7.24

Back pain with specific characteristics

1.38

0.65

1.07

0.30

 − 0.31

 − 0.35

Back pain without specific characteristics

11.00

5.75

8.37

2.86

 − 2.64

 − 2.89

Bed wetting

0.12

0.07

0.09

0.08

 − 0.03

0.01

Bereavement

1.19

0.30

0.91

0.17

 − 0.28

 − 0.14

Developmental delay

2.29

1.92

2.77

2.24

0.49

0.32

Diabetes

0.13

0.61

0.60

0.74

0.47

0.12

Dysmenorrhea

3.11

2.02

2.07

0.95

 − 1.04

 − 1.07

Dyspepsia

12.16

5.37

9.94

3.01

 − 2.22

 − 2.36

Eating disorders

0.92

0.25

1.01

0.12

0.09

 − 0.13

Emotion

0.06

0.02

0.06

0.03

0.00

0.01

Epilepsy

1.25

0.83

1.33

0.34

0.07

 − 0.50

Headache

12.16

5.37

12.7

3.79

0.54

 − 1.58

Homeless

0.08

0.03

0.07

0.00

 − 0.01

 − 0.03

Alcohol misuse

0.76

0.31

1.15

0.25

0.38

 − 0.06

Drug misuse

1.01

0.29

0.72

0.09

 − 0.29

 − 0.20

Loss of enjoyment

0.13

0.05

1.19

0.01

1.05

 − 0.04

Low mood

5.90

0.84

25.73

0.77

19.83

 − 0.07

Missed immunization

0.67

0.57

2.26

1.85

1.59

1.28

Neonatal

8.77

7.62

10.38

8.46

1.61

0.84

Non-accidental injuries

1.86

0.73

1.19

0.45

 − 0.66

 − 0.28

OCD

0.44

0.07

0.56

0.04

0.11

-0.03

Social Services Involvement

0.08

0.06

0.20

0.14

0.12

0.08

Police involvement

0.05

0.02

0.05

0.01

0.00

 − 0.01

Psychosexual problems

0.30

0.11

0.31

0.06

0.01

 − 0.05

PTSD

0.19

0.04

0.34

0.01

0.15

 − 0.03

School problems

0.34

0.10

0.24

0.06

 − 0.10

 − 0.04

Self-harm

1.50

0.29

2.35

0.26

0.85

 − 0.03

Skin disorders

14.49

11.8

12.8

7.84

 − 1.69

 − 3.96

Sleep disorder, too little

0.90

0.22

1.20

0.09

0.31

 − 0.13

Sleep disorder, too much

0.03

0.01

0.30

0.01

0.27

0.00

Teenage pregnancy

0.02

0.01

0.00

0.00

 − 0.01

 − 0.01

Tiredness

2.94

1.16

1.19

0.37

 − 1.76

 − 0.80

Unemployment

0.01

0.00

0.01

0.00

0.00

0.00

Other somatic symptoms

0.11

0.03

0.10

0.01

 − 0.01

 − 0.02

Ill-defined conditions

0.51

0.28

0.23

0.11

 − 0.27

0.17

Weight gain

0.18

0.10

0.08

0.03

 − 0.10

 − 0.07

Weight loss

0.90

0.35

0.59

0.13

 − 0.30

 − 0.23

Work stress

0.08

0.02

0.06

0.01

 − 0.02

 − 0.01

Carer

0.08

0.06

0.23

0.07

0.15

0.01

Smoker

38.12

24.2

23.9

7.04

 − 14.22

 − 17.17

Missing (smoker data)

15.29

22.93

12.39

26.40

 − 2.90

3.47

Divorce

0.01

0.00

0.00

0.00

 − 0.01

0.00

Abdominal pain

7.61

3.7

4.92

1.64

 − 2.69

 − 2.07

Excessive sweating

0.59

0.37

0.58

0.23

 − 0.01

 − 0.14

Puberty, early or late

0.23

0.19

0.34

0.26

0.11

0.06

Family history of depression

0.00

0.00

0.04

0.00

0.04

0.00

Family history of drug abuse

0.01

0.00

0.00

0.00

 − 0.01

0.00

Family history of alcohol abuse

0.00

0.00

0.00

0.00

0.00

0.00

Family History of abuse

0.01

0.00

0.03

0.01

0.02

0.01

  1. Note: The visit “count” predictor is not included as it is, by definition, 100% in all groups