Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The article substantiates the significance of providing adequate information to ensure patient compliance with the prescribed dental care. The aim of the article was to study the role of competencies in creating compliant behavior of the dental patient. Materials and methods : A total of 800 people were offered a questionnaire which contained both fixed-alternative questions that required the respondents to choose one response from among multiple alternatives and multiple choice questions that allowed for more than one possible answer. The article emphasizes the importance of patient awareness of the treatment and highlights the role of the dentist in enhancing patients’ intentions to comply with recommended dental treatment. Results . The analysis of the data obtained showed that a quarter of the respondents who successfully completed dental treatment demonstrated good compliance with the treatment. Conclusion . The survey showed that there is an implicit correlation between motivation and a person’s attitude to comply with the prescribed treatment. Key words: compliance, dentistry, dentist, patient.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it