{"id":"W4403811326","doi":"10.2196/52609","title":"Acceptability of Digital Mental Health Interventions for Depression and Anxiety: Systematic Review","year":2024,"lang":"en","type":"review","venue":"Journal of Medical Internet Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"Women's College Hospital","keywords":"Psychological intervention; Anxiety; Mental health; Digital health; Medicine; Depression (economics); Systematic review; Intervention (counseling); MEDLINE; eHealth; Telemedicine; Health care; Psychiatry; Clinical psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02108531,0.001550863,0.008690931,0.007200991,0.0007801247,0.003695721,0.002068386,0.001843903,0.006483132],"category_scores_gemma":[0.1109889,0.001108121,0.01280269,0.007067418,0.001205455,0.003228101,0.002430408,0.002154588,0.000295406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005306358,"about_ca_system_score_gemma":0.01092914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00530104,"about_ca_topic_score_gemma":0.01283638,"domain_scores_codex":[0.973856,0.01246451,0.007120239,0.001263511,0.004887326,0.0004084699],"domain_scores_gemma":[0.9139597,0.06740569,0.01215349,0.001032077,0.004888249,0.0005607075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003830805,0.00003225248,0.0005228301,0.9473929,0.01026596,0.00002892632,0.0002109222,0.0000817503,0.00005875285,0.0001569581,0.0006320326,0.04023366],"study_design_scores_gemma":[0.0008632215,0.0004348555,0.004081476,0.8961425,0.08561083,0.0001637476,0.0004257457,0.0001240181,0.0002165553,0.0003839607,0.0115075,0.00004545774],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002661216,0.9930306,0.000420252,0.0004293147,0.0001714376,0.001790587,0.0006469502,0.00002454926,0.0008250947],"genre_scores_gemma":[0.05749041,0.9346044,0.00212503,0.001002228,0.0001737837,0.003932957,0.0004473881,0.00001698752,0.0002068168],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02108531,"threshold_uncertainty_score":0.1115111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2739211621607685,"score_gpt":0.6268080787534169,"score_spread":0.3528869165926484,"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."}}