각 어린이의 행동 건강 요구에 대한 최상의 수준의 치료 배치 예측 - 효과 연구

PSP 권장 배치에서

후속 조치에서 해당 클라이언트의 성공 가능성에 대한 하나의 표준 편차 내에서 PSP 결과를 배치하는 클라이언트

다른: 임상 팀 배치 성공 예측 자 (PSP) 결과에 대한 액세스

PSP는 임상 팀원이 청소년을위한 배치 결정을 내릴 수 있도록 설계된 기계 학습 기반 임상 의사 결정 지원 도구입니다. PSP는 각 청소년에 대한 사이트 별 배치 성공 예측 점수 (즉, 머신 러닝 모델을 기반으로하는 배치 당 고객의 성공 가능성]을 제공합니다.

Not In PSP-Recommended Placement

Clients not in placement with PSP results within one standard deviation of the highest predicted likelihood of success for that client at follow up

다른: 임상 팀 배치 성공 예측 자 (PSP) 결과에 대한 액세스

PSP는 임상 팀원이 청소년을위한 배치 결정을 내릴 수 있도록 설계된 기계 학습 기반 임상 의사 결정 지원 도구입니다. PSP는 각 청소년에 대한 사이트 별 배치 성공 예측 점수 (즉, 머신 러닝 모델을 기반으로하는 배치 당 고객의 성공 가능성]을 제공합니다.

Mean Difference in Average Domain Z-scores Across Raters Within Two Weeks on the Clinical Scale of the Treatment Outcome Package (TOP-CS) Between a) Baseline and b) Follow-up

The Child Treatment Outcome Package (TOP-CS) is a 48-item scale for children (ages 3 - 18) that assesses 13 domains. The Adolescent TOP-CS is a 58-item scale for adolescents (ages 11 - 21) that assesses 12 domains. TOP-CS assesses the client's past 2-week experience on domains including Depression, Violence, and Suicidality (scores are risk-adjusted for case mix variables assessed via 37 items on the companion TOP-Case Mix form regarding stressful life events, comorbidity). Participants answer "All" to "None of the Time" for each item on a 6-point Likert scale.

A domain z-score of 0 represents the general population mean. Domain z-scores are averaged into a summary score per participant. Higher (more positive) average z-scores indicate greater symptom severity and lower behavioral well-being (a worse outcome). The value reported is the mean difference in this average z-score between baseline and follow-up; a negative mean difference indicates improvement (reduced severity).

Mean Difference Between the Average Risk-adjusted Predicted TOP-CS Total Score Across Raters at Study Baseline and the Actual Average TOP-CS Total Score Across Raters at Follow-up

The Child Treatment Outcome Package (TOP-CS) is a 48-item scale for children (ages 3 - 18) that assesses 13 domains. The Adolescent TOP-CS is a 58-item scale for adolescents (ages 11 - 21) that assesses 12 behavioral health domains. Participants answer "All" to "None of the Time" for each item on a 6-point Likert scale.

The TOP-CS Total Score is computed by averaging item responses. The range is 48 to 288 for the Child TOP-CS and 56 to 336 for the Adolescent TOP-CS. Higher Total Scores represent better behavioral well-being (a better outcome). Total Scores are averaged across raters per participant. The value reported is the mean difference between each participant's model-predicted, risk-adjusted Total Score (the outcome expected given their baseline profile) and their actual observed Total Score at follow-up. A positive mean difference indicates that the actual follow-up outcome exceeded the model-predicted outcome (i.e., the participant did better than predicted).