{"id":"W2537990512","doi":"10.1186/s12888-016-1057-5","title":"A pragmatic randomized control trial and realist evaluation on the implementation and effectiveness of an internet application to support self-management among individuals seeking specialized mental health care: a study protocol","year":2016,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Holland Bloorview Kids Rehabilitation Hospital; Institute for Clinical Evaluative Sciences; St. Michael's Hospital; University Health Network; University of Toronto; Women's College Hospital","funders":"Inforoute Santé du Canada; Ontario Ministry of Health and Long-Term Care","keywords":"Randomized controlled trial; Mental health; Anxiety; Patient Health Questionnaire; Medicine; Intervention (counseling); Quality of life (healthcare); Psychiatry; Nursing; Depressive symptoms","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.03381871,0.005318646,0.008394072,0.002552709,0.002520419,0.003345362,0.003238579,0.007658978,0.02841357],"category_scores_gemma":[0.03918713,0.002033657,0.00661981,0.002175509,0.003705985,0.003501119,0.002102988,0.004492864,0.003339907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004473529,"about_ca_system_score_gemma":0.01258568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002847312,"about_ca_topic_score_gemma":0.004055353,"domain_scores_codex":[0.9673373,0.02381906,0.00252921,0.002096307,0.002244283,0.001973798],"domain_scores_gemma":[0.9822232,0.008526981,0.003226403,0.001720417,0.002497292,0.001805714],"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":[0.93589,0.02080416,0.0004658262,0.01141596,0.00361191,0.0001981362,0.0003794795,0.001240537,0.0008466957,0.001576015,0.002683556,0.02088788],"study_design_scores_gemma":[0.9655808,0.02957808,0.0003980387,0.0006296968,0.0007303761,0.00001910965,0.00006013,0.0005180365,0.0001544184,0.0006532118,0.001651094,0.00002698922],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02398712,0.0007289675,0.002814202,0.0004228953,0.0008484881,0.9687406,0.0008946539,0.0001246249,0.001438501],"genre_scores_gemma":[0.02102053,0.0003029676,0.005600451,0.0003619815,0.0001332204,0.9717798,0.0001428103,0.000008037775,0.0006503114],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03381871,"threshold_uncertainty_score":0.1788526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02225828600519054,"score_gpt":0.430798979353207,"score_spread":0.4085406933480165,"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."}}