Maternal HIV/AIDS and adolescent depression: A covariance structure analysis of the ‘Parents and Children Coping Together’ (PACT) Model
Bibliographic record
Abstract
The current study assessed the efficacy of selected variables from the Parents and children Coping Together (PACT) model, which was designed to predict maternal HIV effects on child/adolescent outcomes. Data from two longitudinal studies applying PACT measures were utilized, encompassing a seven-year assessment timespan for HIV-infected mothers and their children. Both maternal and child-based measures were evaluated, and a sequential longitudinal design was adopted. Structural equation modeling using FIML was performed to assess the proposed model. Results show the PACT model was viable in predicting child/adolescent outcomes of self-concept and depression. Study implications are discussed, including the influences of maternal factors on child's self-concept and depression, and a reconsideration of the affect of family cohesion on child/adolescent outcomes.
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How this classification was reachedexpand
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".