{"id":"W4285584065","doi":"10.2196/preprints.25592","title":"Mental Health Promotion and Stigma Reduction Among University Students Using the Reach, Efficacy, Adoption, Implementation, and Maintenance (RE-AIM) Framework: Protocol for a Mixed Methods Study (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta; Regent Park Community Health Centre; Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Mental health; Empowerment; Mental health literacy; Stigma (botany); Psychology; Psychoeducation; Medical education; Promotion (chess); Nursing; Intervention (counseling); Mental illness; Medicine; Political science; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.05154674,0.004594272,0.006211453,0.003519133,0.006092845,0.003301733,0.00391067,0.004950987,0.04997225],"category_scores_gemma":[0.0325512,0.004099195,0.006351353,0.004001601,0.003065563,0.002843236,0.003668692,0.006920054,0.009631991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005501577,"about_ca_system_score_gemma":0.02708944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00479248,"about_ca_topic_score_gemma":0.007670936,"domain_scores_codex":[0.9711707,0.01816738,0.004889515,0.002062246,0.001926053,0.001784068],"domain_scores_gemma":[0.9773538,0.008094989,0.002362424,0.003805171,0.006758965,0.001624642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1110817,0.06743271,0.006635063,0.1051732,0.002313275,0.001718162,0.02478939,0.01105984,0.01184509,0.02988161,0.1024997,0.5255703],"study_design_scores_gemma":[0.3199223,0.06497674,0.03499948,0.06335748,0.002601543,0.0006907987,0.01703522,0.01422716,0.0171627,0.03423084,0.4293809,0.001414895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0009307048,0.00007445389,0.002084386,0.00007276684,0.00006041674,0.9959604,0.0004523389,0.00003037855,0.0003341486],"genre_scores_gemma":[0.0003389278,0.00003943721,0.002974079,0.00002646485,0.000004521271,0.9964774,0.00004440253,0.000001594179,0.00009318932],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05154674,"threshold_uncertainty_score":0.2726085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1420481573051837,"score_gpt":0.5286138412650172,"score_spread":0.3865656839598335,"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."}}