{"id":"W4416536972","doi":"10.1080/17450128.2025.2587205","title":"Parenting programs for adolescent parents: a mixed methods systematic review of global interventions and evidence gaps","year":2025,"lang":"en","type":"article","venue":"Vulnerable Children and Youth Studies","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"European Commission; University of Cape Town; University of Alberta; UK Research and Innovation","keywords":"Psychological intervention; Systematic review; Intervention (counseling); MEDLINE; Human factors and ergonomics; Poison control","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001375248,0.0001937232,0.0007034877,0.0000419546,0.0003530691,0.00002955217,0.0001083569,0.00004494621,0.000004387103],"category_scores_gemma":[0.0006280208,0.0001434655,0.0001975651,0.0002453716,0.0001134915,0.00005078892,0.0001208443,0.0001166434,0.000001062018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003256218,"about_ca_system_score_gemma":0.00002123094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004972385,"about_ca_topic_score_gemma":0.00002307145,"domain_scores_codex":[0.9982142,0.0004310928,0.0006685851,0.0003520799,0.0001068464,0.000227203],"domain_scores_gemma":[0.9992141,0.0001813651,0.0002376339,0.0001505061,0.0001653081,0.00005112336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008552571,0.0007707826,0.1186472,0.8236232,0.002750542,4.842506e-7,0.003738366,2.370981e-7,0.000003111564,0.00841224,0.005054909,0.03691336],"study_design_scores_gemma":[0.0007947995,0.00008399965,0.2103569,0.7787789,0.00121667,0.000005344084,0.007398984,0.000002062944,0.000007713074,0.00111029,0.00003263403,0.0002117108],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03024241,0.962119,0.002947832,0.0009635685,0.001042658,0.002308524,0.00009189621,0.00004514736,0.0002389786],"genre_scores_gemma":[0.9325677,0.06423774,0.001387224,0.0008131269,0.00007621507,0.00030343,0.00006303794,0.000009466958,0.0005421368],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9023252,"threshold_uncertainty_score":0.5850352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08635263255187242,"score_gpt":0.4253444968465061,"score_spread":0.3389918642946337,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}