Table 2.
Summary of the input and output variables considered in the model building.
| Variable | Description | Values | |
| Input variables |
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Radius | Radiologists’ assessments of the Radius growth zone | Stage 1; Stage 2; Stage 3; Stage 4a; Stage 4b; Stage 4c; Stage 5 |
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Distal femur | Radiologists’ assessments of the distal femur growth zone | Stage 1; Stage 2; Stage 3; Stage 4a; Stage 4b; Stage 4c; Stage 5 |
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Proximal tibia | Radiologists’ assessments of the proximal tibia growth zone | Stage 1; Stage 2; Stage 3; Stage 4a; Stage 4b; Stage 4c; Stage 5 |
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Distal tibia | Radiologists’ assessments of the distal tibia growth zone | Stage 1; Stage 2; Stage 3; Stage 4a; Stage 4b; Stage 4c; Stage 5 |
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Calcaneus | Radiologists’ assessments of the calcaneus growth zone | Stage 1; Stage 2; Stage 3; Stage 4a; Stage 4b; Stage 4c; Stage 5 |
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BMI | Body mass index of the participant, calculated as in the equation (1) | Numeric |
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Residence | Type of residence the participant lives in (or lived during upbringing) | Rented; owned |
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Physical activity | The participants’ daily level of activity | Highly inactive; inactive; little active; active; highly active |
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Parent origin | Origin of the participants’ parents, regarding if they were born outside Sweden or not | No foreign-born parents; one foreign-born parent; both foreign-born parents |
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Tanner scale | Self-assessed Tanner Scale for pubertal growth [33,34] | Stage 1; Stage 2; Stage 3; Stage 4; Stage 5 |
| Output variables | |||
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Minor | Characterizes the participant as being a minor or not, regarding the threshold of 18 years. This is the output variable for the binary classification models | Yes; no |
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Age | Regards the age group which the participant belongs to. This is the output variable for the multi-class classification models | 14; 15; 16; 17; 18; 19; 20; 21 |