{"id":"W4416709170","doi":"10.2196/85082","title":"Meta Self-Efficacy Internet Intervention to Support Occupational Health in Young Employees: Protocol for Co-Creation and a Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Protocol (science); Intervention (counseling); The Internet; Occupational safety and health; Health care; eHealth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03317071,0.005144165,0.01025013,0.003767296,0.003202031,0.004352096,0.003122057,0.00802213,0.07785287],"category_scores_gemma":[0.03187121,0.003302818,0.005968858,0.003425797,0.003084582,0.003723319,0.002453069,0.008771718,0.01099403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005154637,"about_ca_system_score_gemma":0.01647819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002722075,"about_ca_topic_score_gemma":0.004557593,"domain_scores_codex":[0.9811487,0.01104843,0.002268206,0.001313209,0.002329352,0.00189221],"domain_scores_gemma":[0.9862385,0.004752762,0.002645607,0.001858347,0.002882147,0.001622581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7724234,0.04638464,0.001000979,0.05183763,0.00379339,0.0004835876,0.0009592893,0.002838215,0.003273758,0.005871808,0.02671867,0.08441453],"study_design_scores_gemma":[0.9312485,0.02720154,0.001880891,0.005753215,0.001155345,0.00005721737,0.0002726555,0.001745999,0.001138594,0.00252396,0.02688522,0.0001368033],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008844458,0.0001031128,0.0006518724,0.00007758725,0.0001131228,0.9974725,0.0003823169,0.00005602852,0.0002590359],"genre_scores_gemma":[0.0006699865,0.00005707594,0.0007168218,0.00004782104,0.00001263602,0.9982952,0.00003581203,0.000002469732,0.000162017],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07785287,"threshold_uncertainty_score":0.2604438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2715989448887057,"score_gpt":0.6556008156676701,"score_spread":0.3840018707789645,"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."}}