Use of Mental Health Services Among Older Youths in Foster Care
Bibliographic record
Abstract
OBJECTIVE: This study examined lifetime, 12-month, and current mental health service use among older youths in the foster care system and examined variations in mental health care by race, gender, maltreatment history, living situation, and geographic region. METHOD: The Service Assessment for Children and Adolescents, the Child Trauma Questionnaire, and the Diagnostic Interview Schedule were used in interviews with 406 youths in Missouri's foster care system who were aged 17 years. RESULTS: Ninety-four percent of the youths had used a mental health service in their lifetime, 83 percent used a mental health service in the past year, and 66 percent were currently receiving a mental health service. Lifetime rates for inpatient psychiatric care (42 percent) and other residential programs (77 percent) were exceptionally high. A quarter of the youths received mental health services before they entered the foster care system. Among youths who received residential services, half did not receive community-based services before receiving residential services. After the analyses controlled for need, predisposing characteristics, and enabling characteristics, youths of color were less likely to receive outpatient therapy, psychotherapeutic medications, and inpatient services, and they were more likely to receive residential services. Youths who had been neglected and youths in kinship care were less likely to receive some types of services. Geographic differences in service use were common and sometimes mediated the effect of race on service use. CONCLUSIONS: The child welfare system was actively engaged in arranging mental health services for youths in the foster care system, but the system was unable to maintain many youths in less restrictive living situations. The variations by race and geography indirectly indicate quality concerns.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 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".