Emerging Treatments for Child and Adolescent Social Phobia: AReview
Bibliographic record
Abstract
Social anxiety disorder, or social phobia (SP), is an anxiety disorder characterized by excessive fear of exposure to situations that involve potential scrutiny by others. SP is a common psychiatric problem in children and adolescents, often presenting with comorbid anxiety and mood disorders. Although the onset of SP is typically in late childhood or early adolescence, most afflicted individuals go undiagnosed for years, not seeking treatment until adulthood. First-line treatments for SP in adults support the use of pharmacotherapy and cognitive behavioral therapy. There is new and emerging data in youths with SP to support the use of similar treatments. This paper will review the clinical characteristics, epidemiology, and treatment of SP in youths. Current investigations using selective serotonin reuptake inhibitors (SSRIs), serotonin norepinephrine reuptake inhibitors, benzodiazepines, and monoamine oxidase inhibitors in youths will be reviewed. Several studies on the use of cognitive behavioral therapy in youths will also be examined. Practical guidelines for clinicians who treat children and adolescents are also presented.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 0.002 |
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.
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".