Diagnosis and Measurement of Anxiety Disorder in Adolescents: A Review of Commonly Used Instruments
Why this work is in the frame
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Bibliographic record
Abstract
As part of a comprehensive review of clinical research tools used in adolescent psychiatric disorders, a survey of 200 recent studies of adolescent anxiety (publication dates of December 1994 to May 2001) identified 70 different diagnostic and symptom measurement instruments. The design features and psychometric properties of the 15 most commonly used instruments were reviewed, and their strengths and weaknesses were evaluated. The conclusions arising from this review are: (1) too many different instruments are being used by investigators; (2) more than 20% of studies did not report the use of developmentally appropriate (i.e., child/adolescent-specific) diagnostic instruments; (3) another 15% of these studies relied on diagnostic instruments that demonstrate substantial weaknesses in reliability and validity; (4) the concordance between anxiety disorder diagnoses from different interview schedules is unknown; (5) the relative validity of diagnoses and ratings of anxiety severity based on information yielded by parents versus information yielded by adolescents is unclear; (6) clinician-rated symptom severity scales specific to anxiety disorder are rarely utilized; (7) the most commonly used self-report measures discriminate poorly between anxiety and depression, and their items are not indexed to specific anxiety disorders; and (8) some newer self-report anxiety instruments discriminate well between anxiety and depression and have diagnostic validity for specific anxiety disorders.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it