{"id":"W3095328572","doi":"10.2196/22528","title":"Consumer-Guided Development of an Engagement-Facilitation Intervention for Increasing Uptake and Adherence for Self-Guided Web-Based Mental Health Programs: Focus Groups and Online Evaluation Survey","year":2020,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Focus group; Coaching; Anxiety; Psychology; Psychological intervention; Intervention (counseling); Facilitation; Applied psychology; Medical education; Medicine; Psychiatry; Psychotherapist","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01647176,0.0009003227,0.0007992515,0.001079341,0.001357544,0.0008409615,0.001208391,0.001080942,0.004242897],"category_scores_gemma":[0.01710322,0.0005989956,0.0009640189,0.0006107195,0.0007657147,0.001330161,0.002241725,0.001003881,0.0003671273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002302777,"about_ca_system_score_gemma":0.006988733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002405725,"about_ca_topic_score_gemma":0.004224567,"domain_scores_codex":[0.9920149,0.005300042,0.0006294802,0.0004659473,0.0009082578,0.0006814218],"domain_scores_gemma":[0.9913508,0.004951589,0.0009424222,0.0004833722,0.001222637,0.001049126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.009033819,0.1732214,0.04851497,0.003721796,0.0003678492,0.0003523067,0.04400407,0.001146682,0.008670724,0.0005931943,0.003796094,0.7065771],"study_design_scores_gemma":[0.05632578,0.3142757,0.4972079,0.00248159,0.001659326,0.0004832238,0.04408621,0.01230916,0.03869153,0.001917037,0.03014064,0.0004218869],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9575012,0.00005955593,0.004324198,0.0003907133,0.00002832587,0.03495528,0.0003569652,0.0002002428,0.002183585],"genre_scores_gemma":[0.83803,0.0002480882,0.06056597,0.0003759566,0.00004211404,0.09849581,0.0004309106,0.00003605274,0.001775049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01647176,"threshold_uncertainty_score":0.08711201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3663324847573129,"score_gpt":0.5487761269427046,"score_spread":0.1824436421853917,"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."}}