{"id":"W4414208580","doi":"10.1192/j.eurpsy.2025.697","title":"Using a co-design approach to develop, implement, and evaluate a Preventative Online Mental Health Program for Youth (POMHPY)","year":2025,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; McMaster University","funders":"","keywords":"Mental health; Focus group; Program evaluation; Descriptive statistics; Quality (philosophy); Mental illness","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.04558115,0.001608906,0.001486506,0.002233368,0.002449005,0.002476944,0.002559155,0.001857417,0.008223558],"category_scores_gemma":[0.03107862,0.001009443,0.002763839,0.001033803,0.001949253,0.001346266,0.003681144,0.002193067,0.001113492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006217614,"about_ca_system_score_gemma":0.02501813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00529886,"about_ca_topic_score_gemma":0.009983919,"domain_scores_codex":[0.9694077,0.02189247,0.001678183,0.001958447,0.003211153,0.001852032],"domain_scores_gemma":[0.9774806,0.01087397,0.002019286,0.002181075,0.005777192,0.001667816],"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":[0.02687792,0.1160026,0.02292137,0.01893017,0.001869116,0.0008993247,0.01982595,0.015905,0.0178765,0.01700334,0.006930394,0.7349584],"study_design_scores_gemma":[0.08773084,0.5523706,0.05564251,0.007154194,0.004733141,0.0004015771,0.02276431,0.02423487,0.04312557,0.01807524,0.1832825,0.0004845511],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.2011497,0.0004954545,0.07223251,0.0006161252,0.0005005423,0.7140431,0.000794851,0.0003710079,0.009796729],"genre_scores_gemma":[0.1303788,0.0004191068,0.2429403,0.000795353,0.00008525258,0.6215149,0.0002780621,0.00004735509,0.003540869],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04558115,"threshold_uncertainty_score":0.241059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.190493572441426,"score_gpt":0.5141306894601427,"score_spread":0.3236371170187168,"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."}}