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Record W186598955 · doi:10.1093/pch/9.1.13

Canadian Paediatric Surveillance Program: A developmental check-up

2004· article· en· W186598955 on OpenAlexaboutno aff
J. Anthony G. Scott

Bibliographic record

VenuePaediatrics & Child Health · 2004
Typearticle
Languageen
FieldHealth Professions
TopicChild and Adolescent Health
Canadian institutionsnot available
Fundersnot available
KeywordsPoliomyelitisMedicinePediatricsOfficerRubellaAcute flaccid paralysisFamily medicineMeaslesPoliovirus

Abstract

fetched live from OpenAlex

Just as children are born, grow and develop, so too do programs. In 1996, as a medical officer of health, I attended the first steering committee meeting in Ottawa to witness the birth of the Canadian Paediatric Surveillance Program (CPSP), a new overseas cousin to the now 10-year-old British program. Little did I, and others at the meeting, realize how much time and attention this new baby would require. The CPSP, like any developing infant, required nurturing. As it grew, the number of surveillance activities increased. It started slowly with the reporting of three paediatric infectious diseases with important public health implications: acute flaccid paralysis as part of polio surveillance, congenital rubella syndrome and neonatal group B streptococcal infection. As the CPSP gained experience, it extended its reach to undertake surveillance of up to 10 conditions simultaneously. It has now been involved with a total of 24 important paediatric conditions covering areas such as infectious diseases, injuries, genetic disorders, metabolic conditions and neurological problems (Table 1). At first, the CPSP had to actively seek out conditions for surveillance, but as its reputation grew, an increasing number of investigators came forward with proposed studies. At the last steering committee meeting, a list of 30 proposed new CPSP studies was presented to the group. As the program approached seven years of age, Health Canada and the Canadian Paediatric Society decided that a developmental check-up was needed to see if the CPSP was maturing according to expectations. Assessing the CPSP’s adaptability to respond effectively to the changing Canadian health care delivery environment was also deemed essential. An internal CPSP evaluation team was created to supervise the evaluation, and a public health epidemiologist was contracted to assist in the process. An external international advisory group was formed with expertise in paediatrics, surveillance, public health and policy development to provide input into the objectives and methodology of the evaluation. A review of the literature indicated that only one other national paediatric surveillance unit, the Australian Paediatric Surveillance Unit, had undergone a formal evaluation, based primarily on the criteria used by the Centers for Disease Control and Prevention for evaluation of a surveillance program (1,2). This, together with other literature on the evaluation of public health programs, served as references to develop and implement an evaluation process (3). Evaluation objectives were created with the emphasis placed on ensuring feedback from program participants who were frontline paediatricians, researchers and public health policy makers. Survey questions were sent to over 2469 participants. The survey included specific questions, but also allowed respondents the opportunity to provide suggestions on how the program could be improved. In addition, a review of the health conditions that had undergone surveillance was performed to see how accurately the program was able to detect the true number of events. The expert advisory group met with the evaluation team for a full day to receive and review the results of the evaluation. The advisory group then caucused separately to review their analysis and provide both immediate verbal and later written comment on the CPSP. While the results of the evaluation, the recommendations from the expert group and the proposed changes to the CPSP will be provided to readers in the months ahead through posters, articles and published manuscripts, some key points are worth noting. It is clear that the CPSP has developed into an effective infrastructure for national collaborative surveillance and research into paediatric conditions. These conditions, although occurring at a low frequency, may have a high impact on society in terms of morbidity, mortality and cost. It is an excellent value for the money and it is unique in Canada as an ongoing collaborative tool for surveillance and research that provides supporting evidence for policy development. The reach of the program extends beyond Canada as the program continues to provide surveillance results and to collaborate on common surveillance activities with 13 other members of INoPSU (International Network of Paediatric Surveillance Units) (4). Most importantly, the CPSP, through its surveillance activities, provides evidence that can be used to guide actions to improve children’s health, such as improved clinical recognition and management or beneficial changes in policy development. Several examples include the work on vitamin D deficiency rickets, hemorrhagic disease of the newborn due to problems with vitamin K administration, and injuries due to baby walkers. EDITORIAL

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.320
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0040.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0000.002

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.

Opus teacher head0.026
GPT teacher head0.340
Teacher spread0.314 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations2
Published2004
Admission routes1
Has abstractyes

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