{"id":"W6920978615","doi":"10.6084/m9.figshare.22767521.v1","title":"Additional file 4 of The impact of technology systems and level of support in digital mental health interventions: a secondary meta-analysis","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université de Montréal; Université Laval","funders":"","keywords":"Psychological intervention; Intervention (counseling); Mental health; Digital health; Anxiety; eHealth; Primary care; Work (physics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005222766,0.002093696,0.00419513,0.003514127,0.0008063725,0.002110612,0.002208626,0.001773103,0.8539201],"category_scores_gemma":[0.05945607,0.001184627,0.007575695,0.005320993,0.0003821178,0.002817472,0.001342698,0.001511421,0.03968845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001618886,"about_ca_system_score_gemma":0.002807178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006049188,"about_ca_topic_score_gemma":0.01412583,"domain_scores_codex":[0.9977205,0.0007757892,0.0005447459,0.0003187098,0.0003733992,0.000266877],"domain_scores_gemma":[0.9534059,0.04030494,0.002711057,0.00114235,0.002050355,0.0003854821],"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":[0.01136356,0.0003686229,0.003272844,0.4819476,0.009488796,0.000220656,0.0003401783,0.001606912,0.0005488232,0.002912138,0.4646361,0.02329373],"study_design_scores_gemma":[0.2470681,0.003387326,0.04727518,0.1077705,0.04432286,0.0009662328,0.0009347699,0.007015473,0.001950351,0.02597017,0.5125936,0.0007453125],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008339987,0.0007771259,0.0006755116,0.0002990979,0.0001136159,0.002826742,0.992396,0.0003589295,0.001719006],"genre_scores_gemma":[0.08907174,0.005004808,0.0339235,0.004792727,0.0009168738,0.2027458,0.579478,0.002868854,0.08119761],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8539201,"threshold_uncertainty_score":0.2083651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2570720463096478,"score_gpt":0.4444902994793308,"score_spread":0.187418253169683,"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."}}