{"id":"W4403965062","doi":"10.1007/s10926-024-10246-3","title":"Evaluating the Efficacy of Telehealth-Based Treatments for Depression in Adults: A Rapid Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Journal of Occupational Rehabilitation","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Alberta; Laurentian University; University Health Network; University of Toronto; Centre for Addiction and Mental Health","funders":"Workers' Compensation Board – Alberta","keywords":"Telehealth; Health psychology; Depression (economics); Meta-analysis; Rehabilitation; Medicine; Psychology; Psychiatry; Physical therapy; Clinical psychology; Telemedicine; Public health; Internal medicine; Nursing; Health care; Political science","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":[0.009567294,0.002133089,0.01587814,0.004425718,0.0005258577,0.002853995,0.001855608,0.002317559,0.00410587],"category_scores_gemma":[0.02539685,0.001246722,0.02354961,0.003593077,0.0007430309,0.001817752,0.001673543,0.00223436,0.0003353473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00240897,"about_ca_system_score_gemma":0.00306894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004481797,"about_ca_topic_score_gemma":0.01347449,"domain_scores_codex":[0.9948944,0.001764466,0.001865956,0.0005301575,0.0007804536,0.0001646172],"domain_scores_gemma":[0.9887261,0.008018393,0.002024238,0.0003906437,0.000676183,0.0001644814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003836615,0.0001148133,0.001112574,0.6274173,0.3098303,0.00008287341,0.0001323288,0.0002773626,0.0005516857,0.0001475818,0.0007472805,0.05574932],"study_design_scores_gemma":[0.003065886,0.0008335061,0.004208035,0.07571045,0.9105646,0.0001121093,0.0001070234,0.0001648252,0.0002569709,0.0002299271,0.004699728,0.00004693679],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00288037,0.9955366,0.0004261167,0.000123219,0.0001555021,0.0004434637,0.0002177772,0.00002063272,0.000196367],"genre_scores_gemma":[0.06090808,0.9340984,0.002384475,0.0008881513,0.0001766739,0.0008762605,0.0003319816,0.0000196048,0.0003164287],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01587814,"threshold_uncertainty_score":0.05059725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3115717294861352,"score_gpt":0.5929633849369083,"score_spread":0.281391655450773,"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."}}