{"id":"W4392964274","doi":"10.1177/10497315241236966","title":"Comparative Efficacy of Online vs. Face-to-Face Group Interventions: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Research on Social Work Practice","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Psychology; Psychological intervention; Face (sociological concept); Face-to-face; Clinical psychology; Applied psychology; Medical education; Social psychology; Medicine; Psychiatry; Sociology; Social science","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":[0.01521911,0.001822679,0.01332546,0.007971937,0.000897944,0.003590014,0.002006237,0.002345672,0.006619926],"category_scores_gemma":[0.0612263,0.001074111,0.01166205,0.007209836,0.001212268,0.002506597,0.001565248,0.001832584,0.0004430102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004612275,"about_ca_system_score_gemma":0.01148146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005151029,"about_ca_topic_score_gemma":0.0127571,"domain_scores_codex":[0.9865485,0.006087258,0.003738089,0.0008948044,0.002459866,0.0002714673],"domain_scores_gemma":[0.9557013,0.03557793,0.005058459,0.0006099358,0.002604527,0.0004478448],"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":[0.000826732,0.00005483644,0.000285686,0.92356,0.01655071,0.00003617806,0.0001159048,0.00008272037,0.0001371934,0.0002018864,0.0006539487,0.05749431],"study_design_scores_gemma":[0.001601908,0.0009787587,0.002916692,0.8237791,0.1587352,0.0002056914,0.0003027473,0.0001445573,0.0003781362,0.0004434194,0.01046425,0.00004945925],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001130686,0.9971853,0.0002282838,0.0001280319,0.0001284996,0.0007548257,0.0001624275,0.00001148845,0.0002703737],"genre_scores_gemma":[0.02243208,0.9739686,0.001203816,0.0003536738,0.0001133076,0.001618192,0.000178863,0.000009442451,0.0001221039],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01521911,"threshold_uncertainty_score":0.08048731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5402147771731302,"score_gpt":0.6737793465661884,"score_spread":0.1335645693930583,"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."}}