From: Machine learning to predict untreated dental caries in adolescents
Individual variables | n = 615 | % (95%CI) | Untreated caries (D ≥ 1) |  |
---|---|---|---|---|
% (95%CI) | Â | |||
Ethnic Group | Â | Â | Â | Â |
Whites | 270 | 43.9(40.0-47.9) | 20.9 (14.5–29.2) |  |
Brown | 266 | 43.3(39.4–47.2) | 28.3 (21.2–36.7) |  |
Asian | 24 | 3.9 (2.6–5.8) | 23.0 (6.7–55.4) |  |
Blacks | 32 | 5.3 (3.7–7.3) | 57.9 (24.3–85.4) |  |
Indigenous | 6 | 0.9 (0.4–2.1) | 50.0 (45.3–54.7) |  |
Missing | 17 | 2.8(1.7–4.4) | 35.5 (17.8–57.9) |  |
Sex | Â | Â | Â | Â |
Female | 315 | 51.2 (47.3–55.2) | 24.2 (17.0-33.1) |  |
Male | 300 | 48.8(44.8–52.7) | 26.9 (19.6–35.5) |  |
Per capita Income (equalized) | Â | Â | Â | Â |
under the poverty level (US$ 120.4/month) | 216 | 35.1 (31.4–39.0) | 32.4 (20.3–47.5) |  |
above poverty level | 376 | 61.1 (57.2–64.9) | 23.3 (15.9–32.8) |  |
Missing | 23 | 3.7 (2.5–5.3) | 13.0 (8.3–19.9) |  |
Parents’ Schooling |  |  |  |  |
1 to 4 years | 381 | 62.0 (58.0-65.7) | 26.1 (18.9–34.8) |  |
above 4 years | 234 | 38.0 (34.3–42.0) | 22.6 (12.7–37.1) |  |
Unhealthy foods consumption | Â | Â | Â | Â |
Low (up to 2 times/week) | 168 | 27.3(23.9–31.0) | 9.4 (6.6–13.2) |  |
Moderate (2–4 times/week) | 197 | 32.0(28.5–35.8) | 31.4 (23.8–40.2) |  |
High (more than 4 times/week) | 217 | 35.3(31.6–39.2) | 40.4 (29.7–52.1) |  |
Missing | 33 | 5.4(3.8–7.5) | 60.2 (25.2–87.2) |  |
Brushing | Â | Â | Â | Â |
Twice or more per day | 318 | 52.7 (47.7–55.6) | 18.7 (12.3–27.5) |  |
Once per day or none | 234 | 38.1 (34.3–42.0) | 33.6 (24.4–44.3) |  |
Missing | 63 | 10.2 (8.0-12.9) | 38.8 (25.0-54.6) | Â |
Use of dental floss | Â | Â | Â | Â |
Yes | 280 | 55.3 (46.9–63.4) | 18.6 (11.7–28.2) |  |
No | 272 | 36.0 (25.7–47.8) | 32.4 (23.7–42.4) |  |
Missing | 63 | 8.7 (4.8–15.1) | 38.8 (25.0-54.6) |  |
Contextual | Â | Â | Â | Â |
Fluoridation status | Â | Â | Â | Â |
Yes | 411 | 66.8 (63.0-70.4) | 21.6 (14.2–31.4) |  |
No | 204 | 33.2 (29.6–37.0) | 42.3 (35.1–49.9) |  |