{"id":"W2991073450","doi":"10.1177/104012372003200109","title":"Smartphone Applications for the Treatment of Depressive Symptoms: A Meta-Analysis and Qualitative Review","year":2020,"lang":"en","type":"article","venue":"Annals of Clinical Psychiatry","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brain and Cognition Discovery Foundation; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Psychological intervention; Depression (economics); Mental health; Smartphone application; Meta-analysis; Depressive symptoms; mHealth; Medicine; Smartphone app; App store; Clinical psychology; Psychology; Psychiatry; Internet privacy; Anxiety; Computer science; Multimedia; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007855684,0.0001417597,0.001327919,0.0000421725,0.0000505568,0.000005591048,0.0002033127,0.00007176607,0.000299419],"category_scores_gemma":[0.0001936842,0.00008733456,0.002620189,0.0004333561,0.0002488469,0.00004296994,0.00002263572,0.00007446551,0.00002382744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002201558,"about_ca_system_score_gemma":0.00003819482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006887602,"about_ca_topic_score_gemma":0.00005123693,"domain_scores_codex":[0.9972016,0.0004062688,0.001737982,0.0003618137,0.0001367069,0.0001556798],"domain_scores_gemma":[0.9952117,0.002959829,0.000986197,0.0004780567,0.0001990263,0.0001651497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001395983,0.0130108,0.009171271,0.003631694,0.581596,7.256286e-7,0.004936341,0.000005139389,9.11555e-7,0.09742039,0.09058569,0.1982451],"study_design_scores_gemma":[0.00553565,0.02424815,0.05620955,0.0003922062,0.5415887,0.000003207415,0.003460857,0.0000766564,0.000134835,0.0689442,0.2986436,0.0007624159],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01215079,0.5962692,0.01536631,0.3637982,0.0006491671,0.005726121,0.003223834,0.00004540435,0.002770923],"genre_scores_gemma":[0.9353594,0.01446546,0.00368001,0.03951972,0.0003994762,0.005271265,0.0001348707,0.00004679873,0.001123052],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9232085,"threshold_uncertainty_score":0.35614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5568256659915747,"score_gpt":0.6324645802224048,"score_spread":0.07563891423083013,"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."}}