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Record W4406894067 · doi:10.1542/peds.2024-069954b

Beyond Traditional Milestones: Questioning Developmental Framework for Children With Down Syndrome

2025· article· en· W4406894067 on OpenAlexaff
Julija Atanasova, Peter Rosenbaum

Bibliographic record

VenuePEDIATRICS · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicDelphi Technique in Research
Canadian institutionsMcMaster UniversityCentre for Disability Prevention and RehabilitationSickKids Foundation
Fundersnot available
KeywordsMedicineDevelopmental MilestonePediatrics

Abstract

fetched live from OpenAlex

The study of Baumer et al1 on developmental milestones for children with Down syndrome (DS) raises several issues to which we would like to draw attention.The study attempts to establish condition-specific developmental benchmarks for children with DS, reinforcing outdated stereotypes and perpetuating the myth that development follows a predictable, linear path. This approach may mislead clinicians and families by suggesting that the developmental trajectories of children with DS can be assessed using the same standards as those for neurotypical children.The developmental milestones of Baumer et al (eg, walking and talking) reinforce an ableist perspective, reducing development to a checklist of tasks within a specific timeframe. This view does not capture the nuances and complexity of any child’s development.2 Each child’s journey is unique, and their development must be understood within their broader environment and interactions. As illustrated by the World Health Organization’s International Classification of Functioning, Disability and Health, known as the ICF Framework,3 a strengths-based view that emphasizes functionality over arbitrary milestones offers a more holistic understanding. Development must be seen as a dynamic process, requiring individualized support and a focus on functional engagement rather than strict milestone attainment.By framing certain delays as “typical,” such as the expectation that children with DS should achieve 2-word phrases by age 7 years, the study risks fostering clinical complacency. This thinking misses the capacity for “communication” by alternate means and risks preventing clinicians from pursuing early interventions crucial to addressing co-occurring conditions, such as language or sensory impairments. Normalizing delays easily leads to missed opportunities for developmental support.Development is not solely a biological process, it is deeply influenced by social, educational, and environmental factors, including the quality of children’s care, therapy, and education. Baumer et al fail to account for these critical influences, overlooking how every child’s broader context affects their progress. As Bull’s (2024) commentary highlights, there is still much work to be done to fully understand the diverse developmental trajectories of children with DS. This includes addressing comorbidities and acknowledging the essential role of caregivers in promoting developmental skills.4The Lancet viewpoint raises ethical concerns about the standardization of developmental norms in a population as varied as children with DS.5 Overreliance on milestone-based standards risks creating a deficit-based view of development, focusing on what children “cannot do” rather than celebrating their strengths. This approach may limit opportunities for children with DS to engage fully with their environment and reach their potential.In conclusion, the promotion of milestones by Baumer et al perpetuates the myth of “normal” development and risks reinforcing harmful stereotypes about children with DS. The study takes an unintended step backward by reinforcing outdated medical thinking that views developmental delays as inherent deficits. By focusing on a milestones-based approach, it misses opportunities to identify meaningful research directions that could improve the quality of life for these children and their families. Instead, a holistic, strengths-based approach that emphasizes early intervention and social context would better support the full potential of children with DS, embracing the diversity of their abilities.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.102
Threshold uncertainty score0.553

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.053
GPT teacher head0.377
Teacher spread0.323 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
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

Citations1
Published2025
Admission routes1
Has abstractyes

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