{"id":"W3012103240","doi":"10.2196/17208","title":"A Mobile Health Intervention for Mental Health Promotion Among University Students: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; mHealth; Psychological intervention; Randomized controlled trial; Anxiety; Hospital Anxiety and Depression Scale; Medicine; Population; Clinical psychology; Psychology; 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":[0.002701042,0.001860303,0.004706549,0.001214038,0.0009857782,0.001502091,0.001271374,0.003731699,0.01524193],"category_scores_gemma":[0.004711451,0.0009875647,0.003251728,0.0008700076,0.001416897,0.00147911,0.001018835,0.002424986,0.0009574075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208656,"about_ca_system_score_gemma":0.002663946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002545076,"about_ca_topic_score_gemma":0.004313309,"domain_scores_codex":[0.9982442,0.000896587,0.00021676,0.0002906371,0.0001387133,0.0002130578],"domain_scores_gemma":[0.9984433,0.0006105549,0.0003577982,0.00008840099,0.0001459819,0.0003540993],"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":[0.9567997,0.01042597,0.0002881769,0.007310106,0.002589129,0.00005331301,0.00007464179,0.0002051001,0.0006324584,0.0001632232,0.0007803263,0.02067779],"study_design_scores_gemma":[0.9811025,0.01706533,0.0003816602,0.0002715845,0.000637806,0.000007766115,0.00001762574,0.0001418732,0.00006075071,0.00007056109,0.0002357671,0.000006853036],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8230614,0.04339718,0.003746881,0.003468138,0.0065292,0.1111706,0.002931099,0.0007015028,0.00499389],"genre_scores_gemma":[0.8274771,0.01597238,0.0089721,0.002876651,0.002512067,0.1361705,0.0008867983,0.0000362964,0.00509611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01524193,"threshold_uncertainty_score":0.05098933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05894220863702499,"score_gpt":0.4436111244802393,"score_spread":0.3846689158432143,"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."}}