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Neurodevelopmental Disabilities: Clinical and Scientific Foundations

2010· article· en· W1970091610 on OpenAlexaboutno aff
John F. Mantovani

Bibliographic record

VenueDevelopmental Medicine & Child Neurology · 2010
Typearticle
Languageen
FieldMedicine
TopicAttention Deficit Hyperactivity Disorder
Canadian institutionsnot available
Fundersnot available
KeywordsPediatric NeurologyPsychologyPsychoanalysisLibrary scienceMedicinePediatricsComputer science

Abstract

fetched live from OpenAlex

Neurodevelopmental Disabilities: Clinical and Scientific Foundations Edited by Michael, Shevell . International Review of Child Neurology Series Mac Keith Press , 2009 , £75.00 ( Paperback ), 492 pages . ISBN 978-1-898683-67-4 This book is the 2009 volume in the venerable International Review of Child Neurology Series. It continues in the worthy tradition of volumes in this series, which have dealt with many important topics in developmental neurology. This multi-authored text is edited by Professor Michael Shevell from McGill University in Canada and has the broad and ambitious goal of bringing the various aspects of clinical pediatric neuroscience into a single volume. In this regard, the book clearly achieves its goal and can be judged a success. The book is divided into several sections and 24 chapters which cover the many dimensions of the expanding field of childhood neurodevelopmental disabilities. Professors Shevell and Annette Majnemer are experienced clinicians and prolific researchers who author or co-author a quarter of the chapters and display their range of interests, broad perspectives, and important contributions to the field. The other contributing authors are equally expert in their coverage of wide-ranging topics including epidemiology, biomedical and social risk, specific etiological categories, basic science aspects, and early intervention. Highlights include Glascoe and Marks’ informative chapter on developmental screening, the overviews by Neil and Inder on infant neuroimaging, Limperopoulos and DuPlessis on cerebellar developmental pathology, Yager and Gressens on perinatal brain injury, and Coulter’s comprehensive discussion of policies and goals in the United States for the future care of those with neurodevelopmental disabilities. Each chapter rewards the reader with valuable information including background on the topic and a summary of current understanding. The book is clinically relevant and would serve equally well as an introduction for those in training or as a review for practitioners. It can be recommended widely and will be most useful for pediatricians, neurologists, or other doctors and professionals working with children and families affected by neurodevelopmental disabilities. My only caveat relates to the discursive nature of the text given its ambitious goal and wide-ranging topics. In that sense it is not a book to read sequentially but is better taken a chapter at a time – perhaps an ideal companion on the commuter train or the bedside table.

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)0.001
metaresearch head score (Gemma)0.002
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 score0.125
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.003
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.054
GPT teacher head0.359
Teacher spread0.305 · 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

Citations30
Published2010
Admission routes1
Has abstractyes

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