{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003558798,0.0003440751,0.001120675,0.0007296399,0.0002184773,0.00001421108,0.0006002208,0.0002158429,0.0001109663],"category_scores_gemma":[0.0001881277,0.0002726673,0.0004740299,0.0006210775,0.000234379,0.0001496193,0.00008350644,0.0007302641,0.0000183798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002046299,"about_ca_system_score_gemma":0.00005590015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001803584,"about_ca_topic_score_gemma":0.0001464448,"domain_scores_codex":[0.9939612,0.002738873,0.001944445,0.0005137039,0.0002325017,0.0006092517],"domain_scores_gemma":[0.9970937,0.0006995806,0.001158923,0.0005049711,0.0003343947,0.000208453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04006684,0.02702524,0.0167576,0.009323967,0.006075083,0.0002055561,0.1521548,0.0002353148,0.1038073,0.03200436,0.02592919,0.5864148],"study_design_scores_gemma":[0.009149723,0.01677081,0.8138725,0.1489721,0.0005021372,0.0006658466,0.006036277,0.00001956865,0.0007176206,0.002437662,0.0001775632,0.0006782092],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4987376,0.0693424,0.3310559,0.06005269,0.01326046,0.009198715,0.0009533083,0.00009967022,0.01729924],"genre_scores_gemma":[0.9765167,0.003919746,0.002038438,0.01708345,0.0001907657,0.0000723062,0.00008710885,0.00003963069,0.00005183962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7971149,"threshold_uncertainty_score":0.9999725,"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."}}