{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00358929,0.001844657,0.004919333,0.001181934,0.0009851387,0.001642377,0.001406912,0.004073537,0.01429575],"category_scores_gemma":[0.007654856,0.00105608,0.004680989,0.0008445213,0.001377582,0.001374506,0.0009559714,0.003299589,0.0009855466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001423482,"about_ca_system_score_gemma":0.00229203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002696746,"about_ca_topic_score_gemma":0.004592941,"domain_scores_codex":[0.9969329,0.001612529,0.0004154938,0.0004798923,0.0002646484,0.0002945827],"domain_scores_gemma":[0.9968022,0.001467065,0.0007563671,0.0001621841,0.0002350141,0.0005771141],"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":[0.962328,0.008355627,0.0004346721,0.006347246,0.003924394,0.00005404495,0.00009254138,0.0001481517,0.000552704,0.00009656097,0.0006658108,0.01700024],"study_design_scores_gemma":[0.9757428,0.02132284,0.0007373546,0.0003301093,0.001284873,0.00001118054,0.00002559104,0.0001332677,0.00009599118,0.00005647106,0.0002505686,0.000009110924],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8876971,0.02724959,0.002147006,0.002462751,0.004235674,0.06750733,0.002932759,0.0005662399,0.005201486],"genre_scores_gemma":[0.9002426,0.009658431,0.005483458,0.001980012,0.001450196,0.07649295,0.0008573686,0.00003748755,0.003797513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01429575,"threshold_uncertainty_score":0.04782408,"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."}}