Besoins déclarés en services de santé buccodentaire et accès à ces services durant la pandémie de COVID-19 au Canada
Bibliographic record
Abstract
La pandémie de COVID-19 a entraîné une suspension des services de soins dentaires courants et préventifs jusqu’à la mise en œuvre de précautions pour restreindre la transmission du virus. Les services d’urgence dentaire ont été maintenus. Cette étude décrit l’accès autodéclaré aux services de soins de santé buccodentaires au Canada durant les 12 premiers mois de la pandémie de COVID-19, y compris les besoins déclarés en soins de santé buccodentaires courants ou d’urgence. Elle compare également l’accès aux services de soins dentaires et les besoins insatisfaits à cet égard selon diverses caractéristiques sociodémographiques, notamment la province.
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How this classification was reachedexpand
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 teacher head, 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".