In 570 first evaluations (median age 63 months; 72.6% male; 64.4% with first-degree family history of developmental disorders), 99.1% of families reported at least one concern before consultation; language (47.2%) and behavior (45.4%) predominated .
Figure: error bars reconstructed from reported 95% CIs; error magnitudes are derived (half-widths), not independently published.
Strengths: Reasonably large consecutive-sample cohort; multivariate models adjusted for coexisting diagnoses (reducing diagnostic-overlap confounding); explicit adjustment for sex, age, education, and history variables; transparent reporting of a quasi-complete-separation estimate (academic concern in SPD) as unreportable .
Weaknesses the authors partially acknowledge, and remaining blind spots: (1) Retrospective cross-sectional designβORs describe coexistence, not prediction; the authors say this directly. (2) The measurement instrument changed mid-study (open-ended question for n=500 vs. categorized form for n=70), an acknowledged but unquantified misclassification risk; no sensitivity analysis was reported. (3) Single private-community-hospital referral center limits generalizability. (4) No external validation of the regression modelsβORs such as 15.4 (95%CI 7.2β33.6) for learning disorders carry very wide uncertainty and are consistent with sparse-data instability, not just strong effects. (5) Age of concern onset relied on caregiver recall (recording bias). (6) 144 non-initial records excluded without reporting how dropouts differed. (7) The comparison of open-ended vs. structured collection was not stratified in results, so any mode effect is unknown.
Unexamined inference: because only referred patients were sampled, concerns that do not trigger referral (potential false negatives in the general population) are invisibleβselecting on referral inflates apparent diagnostic specificity of concerns .
Context: prior work similarly found language/behavior most frequent but not directly predictive of diagnoses ; the present paper's added value is the adjusted, diagnosis-specific quantification in a Latin American transdisciplinary setting.
Conclusion (moderate confidence): The reported concernβdiagnosis associations are internally consistent and clinically plausible as triage/communication tools, but they should not be used as standalone screening predictors until prospectively validated. What would change this: a prospective multi-center cohort showing concern domains fail to predict diagnoses after adjustment, or validation of ORs in an independent cohort.
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