{"id":"W3046610632","doi":"10.2196/15418","title":"Effectiveness of a Mobile App Intervention for Anxiety and Depression Symptoms in 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":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Anxiety; Depression (economics); Intervention (counseling); Psychology; Mobile apps; mHealth; Clinical psychology; Medicine; Psychiatry; Physical therapy; Psychological intervention; Computer science; World Wide Web; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.002362793,0.0001554246,0.001172893,0.0001406679,0.00008814399,0.00001479452,0.0001140571,0.0001215746,0.00001820322],"category_scores_gemma":[0.0001386649,0.0001358871,0.0002245098,0.0001748496,0.0001047576,0.0001189233,0.00007141873,0.0001628591,0.000002274897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009740383,"about_ca_system_score_gemma":0.00006250211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002421186,"about_ca_topic_score_gemma":0.0000264665,"domain_scores_codex":[0.9969355,0.001372194,0.0008272897,0.0004012815,0.0001506369,0.0003130233],"domain_scores_gemma":[0.9980921,0.0009505444,0.0004589749,0.000119529,0.00005821429,0.0003206859],"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":[0.9705059,0.001203345,0.004829393,0.004101762,0.0000725792,0.000001574587,0.001107644,0.000001117102,0.000003309467,0.001760941,0.00005230652,0.01636015],"study_design_scores_gemma":[0.9803331,0.003061762,0.01440565,0.0005126549,0.0001024243,0.000002545267,0.0008304326,0.000180415,0.000008700898,0.0003438127,0.0001198285,0.00009859804],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825464,0.001404995,0.0007576492,0.0001739034,0.0005371684,0.01422763,0.00006556226,0.00003793424,0.0002487909],"genre_scores_gemma":[0.9981846,0.0001026335,0.00004594224,0.00009560653,0.0000488448,0.001403174,0.00002703856,0.00001407653,0.00007806622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01626155,"threshold_uncertainty_score":0.5541314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02501709885634365,"score_gpt":0.4080485154354194,"score_spread":0.3830314165790758,"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."}}