{"id":"W4416069015","doi":"10.1080/17439760.2025.2582004","title":"Pioneering paths to positive mental health: an in-depth scoping review of multicomponent positive psychology group interventions for youth","year":2025,"lang":"en","type":"article","venue":"The Journal of Positive Psychology","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Canadian Psychological Association","keywords":"Positive psychology; Psychological intervention; Well-being; Mental health; Group (periodic table); Intervention (counseling)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02724508,0.0014952,0.003447585,0.01865779,0.001563074,0.004931602,0.001531554,0.002008437,0.003434601],"category_scores_gemma":[0.07830799,0.001210281,0.00522738,0.01583661,0.001307097,0.004782504,0.003568832,0.002042576,0.0004904152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005106105,"about_ca_system_score_gemma":0.03095112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01191845,"about_ca_topic_score_gemma":0.05086062,"domain_scores_codex":[0.9862528,0.005696268,0.004846256,0.0006651297,0.002165427,0.000374075],"domain_scores_gemma":[0.9487615,0.03794518,0.005560655,0.001041071,0.006148542,0.0005431161],"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":[0.0001482559,0.00006485785,0.001172794,0.6661601,0.002300133,0.0001860586,0.003747125,0.0002658175,0.000574411,0.002166501,0.004833666,0.3183804],"study_design_scores_gemma":[0.00002511157,0.0000608141,0.001517973,0.9658215,0.0044886,0.0001151421,0.001006916,0.0000690296,0.0001819194,0.0007129998,0.02598207,0.00001784485],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002383731,0.9906951,0.001369473,0.002013221,0.0004334149,0.001280539,0.0002892805,0.00002273599,0.00151249],"genre_scores_gemma":[0.01377706,0.9794664,0.003719294,0.0008574706,0.0001037991,0.001523299,0.0002235472,0.00001255261,0.000316633],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02724508,"threshold_uncertainty_score":0.1440876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07918838008764595,"score_gpt":0.4748181894262394,"score_spread":0.3956298093385934,"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."}}