Forutsi det beste nivået av omsorgsplassering for hvert barns atferdshelsebehov - Effektivitetsstudie

I PSP-anbefalt plassering

Klienter i plassering med PSP -resultater innenfor ett standardavvik fra den høyeste forutsagte sannsynligheten for suksess for den klienten ved oppfølging

Annen: Resultater av klinisk teamtilgang til plasseringssuksess prediktor (PSP)

PSP er et maskinlæringsbasert klinisk beslutningsstøtteverktøy som er designet for å hjelpe kliniske teammedlemmer med å ta beslutninger om plassering for ungdom. PSP gir stedsspesifikke plasseringssuksessprediksjonspoeng [dvs. kundens sannsynlighet for suksess per plassering basert på maskinlæringsmodeller] for hver ungdom.

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

Annen: Resultater av klinisk teamtilgang til plasseringssuksess prediktor (PSP)

PSP er et maskinlæringsbasert klinisk beslutningsstøtteverktøy som er designet for å hjelpe kliniske teammedlemmer med å ta beslutninger om plassering for ungdom. PSP gir stedsspesifikke plasseringssuksessprediksjonspoeng [dvs. kundens sannsynlighet for suksess per plassering basert på maskinlæringsmodeller] for hver ungdom.

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).