{"id":"W4205474838","doi":"10.2196/preprints.27939","title":"Effectiveness of Live Health Professional–Led Group eHealth Interventions for Adult Mental Health: Systematic Review of Randomized Controlled Trials (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Manitoba; Alberta Health; University of Lethbridge","funders":"","keywords":"eHealth; Psychological intervention; CINAHL; PsycINFO; Randomized controlled trial; Medicine; Mental health; Cochrane Library; Telemedicine; MEDLINE; Systematic review; Health care; Family medicine; Nursing; Psychiatry; Surgery","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":[0.02190306,0.00213967,0.01539124,0.007377633,0.0009364684,0.00394243,0.002682812,0.003197139,0.0093134],"category_scores_gemma":[0.09843942,0.001636436,0.01549106,0.007642623,0.001521007,0.003348609,0.001915826,0.002393174,0.0005697903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007351316,"about_ca_system_score_gemma":0.01499228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009212133,"about_ca_topic_score_gemma":0.01960685,"domain_scores_codex":[0.9786423,0.008623734,0.008012496,0.001419872,0.002830179,0.000471361],"domain_scores_gemma":[0.9302419,0.05097783,0.01247612,0.001109691,0.004527574,0.000666969],"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":[0.001338388,0.00003281548,0.0002609671,0.9576242,0.0208513,0.00002678248,0.00008104572,0.00005733015,0.00009206052,0.000113588,0.0007770723,0.01874447],"study_design_scores_gemma":[0.003924345,0.0008030412,0.002523816,0.8015863,0.1830671,0.0001051441,0.0002116003,0.0001217708,0.0003241442,0.0003471108,0.006932488,0.00005310266],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002423364,0.992014,0.0003879252,0.0003943951,0.0003697308,0.003127541,0.0008039033,0.00004324968,0.0004359062],"genre_scores_gemma":[0.04118695,0.9452397,0.002517287,0.001532889,0.0002844007,0.008173165,0.0006698138,0.00003017634,0.0003655833],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02190306,"threshold_uncertainty_score":0.1158359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07251506995074118,"score_gpt":0.487374449270002,"score_spread":0.4148593793192608,"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."}}