Pediatric combined formulation DTaP–IPV/Hib vaccine
Bibliographic record
Abstract
Combination vaccines have been used for many years in the USA as part of the primary infant immunization series. However, the current program still requires up to 24 injections by 18 months of age. The Advisory Committee on Immunization Practices in the USA recommends the use of combination vaccines whenever possible. A combination vaccine was recently licensed in the USA for the prevention of diphtheria, tetanus, pertussis, polio and Haemophilus influenzae type b (DTaP-IPV/Hib). This product has been used exclusively for childhood immunizations in Canada for the last decade and shown to be safe and effective as part of a primary infant series and toddler booster immunization program. This article summarizes the available safety, immunogenicity and effectiveness data of this combination vaccine and provides a brief review of future trends in combination vaccine use.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.004 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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".