Bibliographic record
Abstract
There is circumstantial but insufficient high-level evidence that immunising schoolchildren against influenza protects their contacts, that is confers herd immunity. A Canadian study tested this hypothesis using a cluster randomised study design. Schoolchildren aged 3–15 years in Hutterite colonies (Anabaptist rural communities) were randomised to receive the standard inactivated trivalent influenza vaccine (intervention) or hepatitis A vaccine (control). Each colony consists of 60–120 people in a tight-knit community with its own school. Overall, inactivated influenza vaccine was 59% effective in protecting all study participants, both those immunised and those not, against laboratory-confirmed influenza (PCR positive). It also reduced the incidence of proven influenza in non-recipients of influenza vaccine from 7.6% in control colonies to 3.1% in intervention colonies, giving a protective efficacy of 61% (95% confidence interval (CI) 8–83%) for contacts. This important study provides the best proof to date that immunising schoolchildren against influenza confers significant herd immunity which protects their community contacts. Reviewer: David Isaacs, [email protected] There is some evidence that alterations in the right hemisphere of the brain are associated with both attention-deficit/hyperactivity disorder (ADHD) and dyslexia. The authors believe that non-right-handedness may be a risk factor for neurobehavioural difficulties and mixed-handedness may be more important than left-handedness. A Northern Finland birth cohort study collected questionnaire data on handedness of over 8000 children at 8 years of age. Parents were asked if their child was right-handed, left-handed or mixed-handed. The proportions were 90.9%, 8% and 1.1%, respectively. A follow-up questionnaire at age 15–16 years enquired about ADHD symptoms using the Strengths and Weakness of ADHD symptoms and Normal behaviour scale and was completed by almost 80% of adolescents. At 8 years old, 16.6% of children had problems with speech and language, and mixed-handedness but not left-handedness was associated with about twice the risk of language problems and a trend towards more behaviour problems. At 16 years of age, 4.4% of right-handed children had inattention and/or hyperactivity–impulsivity, while in comparison 14% of mixed-handed children had inattention (odds ratio 2.96, 95% CI 1.38, 6.35), although they were not more hyperactive. This study suggests that it might be possible to target the 1% of children with mixed-handedness for early intervention. Link: http://pediatrics.aappublications.org/cgi/content/full/125/2/e340 Reviewer: David Isaacs, [email protected] A meta-analysis of 11 randomised controlled trials of probiotics in over 2000 preterm (<34 weeks), very low birthweight (<1500g) neonates showed a 65% reduction in necrotising enterocolitis (NEC) (relative risk (RR) 0.35, 95% CI 0.23, 0.55) and a 58% reduction in all-cause mortality (RR 0.42, 95% CI 0.29, 0.62). Thus, only 20 babies need to be treated with probiotics to prevent one death. This effect was not merely reducing deaths from NEC, and since probiotics had no effect on blood-culture positive sepsis, the mechanism for the reduction in mortality remains speculative. The meta-analysis stimulated conflicting editorial comments. One by Soll argued caution, pointing out that the trials studied many different probiotic preparations and feeding regimes in relatively mature babies. The other by Tarnow-Mordi et al. argued that it was reasonable to combine studies if you were looking for a class effect of probiotics and urged a change in practice to routine use of probiotics, although access to quality-controlled, licensed products is problematic. Tarnow-Mordi et al. also discussed the ethics of continuing enrolment of babies in trials and the need for fully informed consent. A flurry of letters followed, mostly cautious about overinterpreting the meta-analysis and urging further studies. Link: http://pediatrics.aappublications.org/cgi/content/full/125/5/921 Reviewer: David Isaacs, [email protected] Fig. 1 In 1998, a New England Journal of Medicine paper reported that authors with financial ties to drug manufacturers were more likely than those without ties to publish recommending use of calcium channel antagonists. Worryingly, only 2 of the 70 authors with financial ties declared them. There is current controversy over whether or not the diabetes drug rosiglitazone increases the risk of myocardial infarction. Researchers from the Mayo Clinic performed a systematic review of authors' affiliations with industry (declared in the published papers and found elsewhere, e.g. online) and their written position on the controversy. Only 53% of published papers included a conflict of interest statement. Unsurprisingly, the 90 authors with financial conflicts of interest were three to seven times more likely to recommend use of rosiglitazone. Disclosure had improved since 1998, but still 21 (23%) of the 90 articles did not disclose financial links and 3 of the 21 articles published statements that there was no conflict of interest. Link: http://www.bmj.com/cgi/content/full/340/mar18-1/c1344 Reviewer: David Isaacs, [email protected]
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.
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 | 0.001 | 0.012 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.004 | 0.003 |
| Insufficient payload (model declined to judge) | 0.785 | 0.597 |
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".