{"id":"W3121755449","doi":"10.2196/25870","title":"The Building Educators’ Skills in Adolescent Mental Health Training Program for Secondary School Educators: Protocol for a Cluster Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Mental health; Randomized controlled trial; Cluster randomised controlled trial; Medical education; Psychology; Stigma (botany); Intervention (counseling); Medicine; Nursing; Psychiatry","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":[0.04218654,0.007585669,0.01805512,0.003905586,0.004498811,0.006137094,0.004126995,0.008825784,0.1031338],"category_scores_gemma":[0.03792041,0.004597168,0.006848959,0.005219452,0.004412668,0.004931165,0.002422201,0.01169387,0.01565484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008040144,"about_ca_system_score_gemma":0.02002082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005071676,"about_ca_topic_score_gemma":0.007827008,"domain_scores_codex":[0.9745583,0.01310874,0.003550043,0.002565547,0.003479543,0.002737843],"domain_scores_gemma":[0.9823744,0.004904345,0.003310774,0.00250698,0.004925271,0.001978311],"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":[0.8070939,0.02531065,0.001285716,0.05413081,0.004334479,0.0004405841,0.001330227,0.004363328,0.002771453,0.007949334,0.03634888,0.0546406],"study_design_scores_gemma":[0.926957,0.02190866,0.00208572,0.005455314,0.001134439,0.00005404329,0.0003320882,0.002826817,0.0008707011,0.003566863,0.03466085,0.0001474055],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005244764,0.00009931834,0.0004764003,0.0000557008,0.0001368123,0.9980726,0.0003709095,0.00005007589,0.0002136313],"genre_scores_gemma":[0.0004860407,0.00003963081,0.0006582864,0.00004112986,0.00001341094,0.9985959,0.00003474988,0.000002476954,0.0001283961],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1031338,"threshold_uncertainty_score":0.3450169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1947319198631629,"score_gpt":0.6246446273464193,"score_spread":0.4299127074832565,"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."}}