Dental Neglect Score amongst Orthodontic Braces patients in Punjab Dental Hospital
Bibliographic record
Abstract
Background: Dental Neglect refers to ones attitudes and behavior that cause harmful consequences in oral health. Subjects with greater dental negligence are linked with more caries, lesser remaining teeth, irregular visits to the dentist and are more likely to have prolonged time duration between their dental appointments.. The Dental Neglect Scale (DNS) is valued as a reliable measure of dental negligence in various samples of children, adolescents and adults. Maintenance of conscientious practice related to oral health is key to success in orthodontic patients. This is because orthodontic appliances facilitate the accumulation of plaque by making cleaning difficult over the teeth. Failure to keep up the proper oral hygiene measures can lead to accumulation of plaque. This causes gingival inflammation and damages periodontal health. Aim: To determine dental negligence score among orthodontic patients with braces and assess their associated oral hygiene practices. Study Design: Cross sectional study Place and duration of the study: This study took 6 months to complete and was conducted in Punjab Dental Hospital, Lahore, Pakistan. Methodology :104 orthodontic patients willing to participate and who had given informed consent were chosen for the study. Questionnaires were distributed and data was analyzed using SPSS 2020. Results: Before starting orthodontic treatment only 14% of respondents went regularly to the dentist and majority 64% had never been to a dentist before. However, after starting the orthodontic treatment 88% of the respondents became regular in their visits. This shows their dental negligence before and after starting the orthodontic treatment. Percentage of respondents brushing twice daily are around 70 %, using soft tooth brush are 77%, combining horizontal and vertical technique of brushing are 64%. Interdental brush is used by 66% of the respondents. However, other oral hygiene and dental care measures are inadequately maintained by orthodontic patients at home. This is especially true with regards to use of floss which is done by only 4% of the respondents. Conclusions: Dental neglect results in numerous harmful effects to the oral health. This study has shown variation in oral hygiene practices among responding patients. Orthodontist should encourage different practices that enhance oral hygiene in patients. Patients should also understand the increased need to maintain oral hygiene with use of braces and hence apply all the preached dental care and oral hygiene measures. Keywords: Dental negligence scale, orthodontic patients with fixed appliances, braces, oral hygiene
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".