{"id":"W2568847976","doi":"10.1016/j.jadohealth.2016.11.019","title":"A Review of Effective Youth Engagement Strategies for Mental Health and Substance Use Interventions","year":2017,"lang":"en","type":"review","venue":"Journal of Adolescent Health","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":134,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Youth engagement; Psychological intervention; Mental health; Positive Youth Development; Psychology; Community engagement; Intervention (counseling); Leverage (statistics); Youth participation; Substance use; Substance abuse; Medicine; Medical education; Clinical psychology; Psychiatry; Developmental psychology; Public relations; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025434,0.0003965203,0.00269422,0.0002430645,0.0003623188,0.00006702491,0.0003337736,0.000113503,0.00002532723],"category_scores_gemma":[0.00007297323,0.0003000497,0.001304475,0.0001130264,0.00009894158,0.0001830801,0.00004749926,0.0006962248,0.000003435282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004165147,"about_ca_system_score_gemma":0.001550606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003335512,"about_ca_topic_score_gemma":0.0000281928,"domain_scores_codex":[0.9957538,0.0008184794,0.00235951,0.0003349989,0.0003224693,0.0004107674],"domain_scores_gemma":[0.9934777,0.0001168185,0.005508661,0.0002855785,0.0002305541,0.0003806886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006938,0.0006472889,0.00003103539,0.3200015,0.0003684549,0.000001217333,0.001921908,2.02495e-8,8.062288e-9,0.0009315105,0.04690671,0.6291209],"study_design_scores_gemma":[0.000556941,0.0004988763,0.0006913943,0.4618278,0.0001436427,0.00003511096,0.0005727547,2.380886e-8,6.34995e-9,0.00004411341,0.535503,0.0001263245],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000114055,0.9913879,0.000489551,0.001504532,0.002829816,0.00313748,0.0005796798,0.000007891925,0.00005171507],"genre_scores_gemma":[0.0000466156,0.9971004,0.0003167474,0.001640375,0.0005397411,0.00002514752,0.000162724,0.00003574913,0.0001324739],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6289946,"threshold_uncertainty_score":0.9999452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.294488754399749,"score_gpt":0.4877644066923442,"score_spread":0.1932756522925951,"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."}}