{"id":"W2780466344","doi":"10.2196/resprot.8061","title":"Direct to Public Peer Support and e-Therapy Program Versus Information to Aid Self-Management of Depression and Anxiety: Protocol for a Randomized Controlled Trial","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; National Institute for Health and Care Research","keywords":"Randomized controlled trial; Anxiety; Protocol (science); Peer support; Self-management; Depression (economics); Psychology; Clinical psychology; Medicine; Psychiatry; Alternative medicine; Computer science; Artificial intelligence","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":[0.05609926,0.008742664,0.01969395,0.004668576,0.004859889,0.008297125,0.005531347,0.01025058,0.1253963],"category_scores_gemma":[0.04447178,0.004765947,0.01128299,0.005953284,0.00642349,0.006015935,0.003348082,0.01398806,0.02210158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01076947,"about_ca_system_score_gemma":0.02275725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004681296,"about_ca_topic_score_gemma":0.008385983,"domain_scores_codex":[0.9646451,0.02010587,0.004475401,0.002813986,0.004407381,0.003552218],"domain_scores_gemma":[0.9782768,0.007160731,0.004790533,0.002815285,0.004618774,0.002337943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7984655,0.01726702,0.0007853187,0.08938388,0.005093611,0.000464565,0.001026771,0.003338276,0.002823192,0.008712326,0.02541344,0.04722609],"study_design_scores_gemma":[0.9170573,0.02299414,0.001462682,0.01144121,0.001915574,0.00008128125,0.0003211399,0.002522918,0.001043458,0.004408306,0.03657269,0.0001792881],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003785185,0.0001341694,0.0004850718,0.00006499012,0.0001632557,0.9981632,0.0003408491,0.00005020744,0.0002198114],"genre_scores_gemma":[0.0004221875,0.00006792898,0.0008191632,0.00005391267,0.00002070988,0.998384,0.00003735451,0.000003504407,0.000191323],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1253963,"threshold_uncertainty_score":0.4194925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2011511852273504,"score_gpt":0.604468098187342,"score_spread":0.4033169129599916,"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."}}