{"id":"W3197501966","doi":"10.2196/29495","title":"Text Messaging Versus Email Messaging to Support Patients With Major Depressive Disorder: Protocol for a Randomized Hybrid Type II Effectiveness-Implementation Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Alberta","funders":"","keywords":"Randomized controlled trial; Thematic analysis; Context (archaeology); Psychological intervention; Medicine; eHealth; Mental health; Anxiety; Descriptive statistics; Intervention (counseling); Major depressive disorder; Psychology; Health care; Psychiatry; Qualitative research; Mood","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0346419,0.006188147,0.009140599,0.002454901,0.002995851,0.003984958,0.004199313,0.007827997,0.06683472],"category_scores_gemma":[0.03340299,0.003019692,0.005378009,0.002406804,0.003502299,0.00372056,0.00260579,0.008279813,0.009641558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004282643,"about_ca_system_score_gemma":0.01331908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001992492,"about_ca_topic_score_gemma":0.003179547,"domain_scores_codex":[0.9770114,0.01513505,0.002078919,0.001536964,0.002232949,0.002004662],"domain_scores_gemma":[0.9871643,0.004596239,0.002670861,0.001709463,0.001920304,0.001938953],"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":[0.8972537,0.03450772,0.0004867585,0.013041,0.002127389,0.0001916002,0.0003698117,0.00164171,0.001394536,0.002630601,0.008480347,0.03787484],"study_design_scores_gemma":[0.9383922,0.04537057,0.0008408712,0.001432767,0.0007067639,0.00003553479,0.0001062034,0.001021594,0.0004737395,0.001854346,0.009695002,0.00007037702],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002551408,0.0001517103,0.001062936,0.0001503804,0.0002478388,0.9948251,0.0005201327,0.00005478479,0.0004357317],"genre_scores_gemma":[0.001632895,0.00008069262,0.001259024,0.0001096486,0.00003820664,0.9965768,0.00005801627,0.000002801659,0.0002418048],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06683472,"threshold_uncertainty_score":0.2235844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.153711159436636,"score_gpt":0.5931009291626971,"score_spread":0.439389769726061,"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."}}