{"id":"W3109353254","doi":"10.2196/24736","title":"Examining a Digital Health Approach for Advancing Schizophrenia Illness Self-Management and Provider Engagement: Protocol for a Feasibility Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Randomized controlled trial; Medicine; Health care; Protocol (science); Self-management; Quality of life (healthcare); Management of schizophrenia; Psychiatry; Schizophrenia (object-oriented programming); Psychology; Nursing; Alternative medicine; Computer science; Antipsychotic","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.06154723,0.004420539,0.005065316,0.002803693,0.005276151,0.00486858,0.003066689,0.007394557,0.1138107],"category_scores_gemma":[0.0588137,0.003239535,0.004838657,0.002994006,0.004100872,0.004570385,0.003769322,0.01022231,0.02167432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007290754,"about_ca_system_score_gemma":0.02938954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003398278,"about_ca_topic_score_gemma":0.006628705,"domain_scores_codex":[0.9750669,0.01478157,0.003164371,0.001728436,0.002856407,0.002402282],"domain_scores_gemma":[0.971164,0.008991945,0.004682187,0.004212258,0.007527115,0.003422521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.5297976,0.05481117,0.002824717,0.0558827,0.002149056,0.001101242,0.003537876,0.005959678,0.005020769,0.01785732,0.1011921,0.2198659],"study_design_scores_gemma":[0.7327515,0.05257578,0.006206835,0.0158261,0.001193941,0.0002057892,0.001175546,0.003128501,0.002663988,0.01380731,0.1701114,0.0003532072],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004149947,0.00005037175,0.000661622,0.0001071631,0.00009246087,0.9978403,0.0004087309,0.00003250269,0.0003919135],"genre_scores_gemma":[0.0003185351,0.00003295625,0.0009271886,0.00005814725,0.00001182635,0.9984792,0.00004469364,0.000001833914,0.0001256166],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1138107,"threshold_uncertainty_score":0.3807349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4343933749838437,"score_gpt":0.5915090592192883,"score_spread":0.1571156842354446,"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."}}