{"id":"W4385852453","doi":"10.21203/rs.3.rs-3219796/v1","title":"Effectiveness of e-health intervention using smart phone app to reduce anxiety &amp;amp; depressive symptoms among adolescents: A cluster randomized controlled trial. (Study Protocol- NCT05865834)","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mental health; Anxiety; Psychological intervention; Clinical psychology; mHealth; Randomized controlled trial; Cluster randomised controlled trial; Intervention (counseling); Depression (economics); Psychology; Medicine; 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":[0.002715383,0.001872632,0.005447203,0.0007517923,0.000907407,0.001338963,0.001521226,0.002762086,0.02229014],"category_scores_gemma":[0.002941994,0.0009812635,0.003104994,0.0006815325,0.001191873,0.001327995,0.0008579293,0.003138625,0.001790997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001257514,"about_ca_system_score_gemma":0.002510649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003578439,"about_ca_topic_score_gemma":0.005885394,"domain_scores_codex":[0.9988208,0.0004548813,0.0001343085,0.000242124,0.0001402768,0.0002075338],"domain_scores_gemma":[0.9988882,0.0002877992,0.0002624529,0.00008548058,0.0001613978,0.0003146885],"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":[0.9462636,0.02731061,0.0004072645,0.005670903,0.00190603,0.00003864128,0.0001072817,0.0002410483,0.000843233,0.0001725153,0.001282448,0.01575644],"study_design_scores_gemma":[0.9592682,0.0375758,0.001270103,0.0002307185,0.0006634489,0.000006735002,0.00003882211,0.0002047203,0.0001399261,0.00008918681,0.0004997667,0.00001247498],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.6864122,0.007048994,0.001951212,0.001505659,0.001933839,0.2909412,0.005340366,0.0005075407,0.004359032],"genre_scores_gemma":[0.5817411,0.003838226,0.00795784,0.002176886,0.0007684611,0.3936996,0.001514313,0.00003796321,0.008265561],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.02229014,"threshold_uncertainty_score":0.07456797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1094165201704796,"score_gpt":0.5157040812357813,"score_spread":0.4062875610653017,"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."}}