{"id":"W4372337536","doi":"10.1186/s13643-023-02241-1","title":"The impact of technology systems and level of support in digital mental health interventions: a secondary meta-analysis","year":2023,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Centres Intégré Universitaires de Santé et de Services Sociaux; Université de Sherbrooke; Université de Montréal; Université Laval","funders":"Institute of Health Services and Policy Research","keywords":"Medicine; Mental health; Psychological intervention; Anxiety; Delphi method; Digital health; Inclusion (mineral); Depression (economics); Psychiatry; Health care; 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":[0.0354807,0.00458071,0.02200685,0.009063281,0.0009174796,0.005940348,0.002547513,0.003578315,0.007485515],"category_scores_gemma":[0.06914116,0.002282643,0.09847883,0.006618345,0.001132487,0.002875571,0.002906347,0.003272804,0.000893366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004528748,"about_ca_system_score_gemma":0.005235071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007627776,"about_ca_topic_score_gemma":0.01059654,"domain_scores_codex":[0.9744008,0.01463702,0.006138217,0.002003663,0.002127111,0.000693187],"domain_scores_gemma":[0.9693956,0.02148002,0.003855761,0.001941378,0.002836425,0.0004907602],"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":[0.003929123,0.00005991299,0.001389185,0.1212264,0.8693712,0.00006412443,0.00007926947,0.0003269852,0.000163854,0.0001062199,0.000242784,0.0030409],"study_design_scores_gemma":[0.002069528,0.0003704893,0.001019511,0.004542639,0.9909781,0.00003943172,0.00003556022,0.0001667995,0.0001042902,0.0001513612,0.0005043149,0.00001805014],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04805644,0.9211332,0.009547689,0.0009851761,0.001767852,0.01188294,0.003892425,0.0004234517,0.002310839],"genre_scores_gemma":[0.7075834,0.2329836,0.02150604,0.003324533,0.0006406006,0.02794708,0.003264419,0.0002216065,0.002528723],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0354807,"threshold_uncertainty_score":0.1876421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5258116729906964,"score_gpt":0.5656775876372276,"score_spread":0.03986591464653122,"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."}}