{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003896315,0.0003816742,0.002164182,0.0002506733,0.0007661517,0.00008312127,0.0003073837,0.0001586737,0.0001534615],"category_scores_gemma":[0.0001080861,0.0003585332,0.0006884484,0.0003427961,0.0002244232,0.0003163397,0.0001103274,0.0003893141,0.00004540963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007315329,"about_ca_system_score_gemma":0.000482681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007833195,"about_ca_topic_score_gemma":0.000175862,"domain_scores_codex":[0.9932912,0.002210023,0.002093777,0.0008654799,0.0004565787,0.001082917],"domain_scores_gemma":[0.9959241,0.0002756799,0.001773252,0.0002784281,0.00009882321,0.001649737],"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":[0.9239264,0.004420694,0.0002776093,0.002521601,0.000206938,0.000002290343,0.007512936,6.276549e-7,1.600066e-7,0.0101621,0.01315634,0.03781232],"study_design_scores_gemma":[0.9569499,0.03136545,0.0005360946,0.0003407502,0.00007474088,0.000006667614,0.003527904,0.0002874625,4.9443e-7,0.0004226779,0.006253196,0.0002346561],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8558193,0.00441222,0.004694617,0.03541499,0.004408715,0.09296045,0.0007603287,0.0005113677,0.001018017],"genre_scores_gemma":[0.9884079,0.0003793546,0.0003348916,0.003194919,0.0003608516,0.004831236,0.0004031205,0.00005585099,0.002031949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1325885,"threshold_uncertainty_score":0.9998867,"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."}}