各子供の行動健康ニーズに最適なケア配置を予測する - 有効性の研究

PSP推奨配置で

PSPで配置されているクライアントは、フォローアップ時にそのクライアントの成功の最高の成功の可能性の1つの標準偏差内で結果をもたらします

他の：プレースメント成功予測因子（PSP）の臨床チームのアクセス結果

PSPは、臨床チームのメンバーが若者の配置決定を行うのを支援するように設計された機械学習ベースの臨床意思決定支援ツールです。 PSPは、各若者にサイト固有の配置成功予測スコア（つまり、機械学習モデルに基づく配置ごとのクライアントの成功の可能性）を提供します。

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

他の：プレースメント成功予測因子（PSP）の臨床チームのアクセス結果

PSPは、臨床チームのメンバーが若者の配置決定を行うのを支援するように設計された機械学習ベースの臨床意思決定支援ツールです。 PSPは、各若者にサイト固有の配置成功予測スコア（つまり、機械学習モデルに基づく配置ごとのクライアントの成功の可能性）を提供します。

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).