{"id":"W4280573135","doi":"10.1016/s2215-0366(22)00103-1","title":"The EMPOWER blended digital intervention for relapse prevention in schizophrenia: a feasibility cluster randomised controlled trial in Scotland and Australia","year":2022,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Health and Medical Research Council; Australian Research Council; Medical Research Council; Health Technology Assessment Programme; Economic and Social Research Council; University of Melbourne; Chief Scientist Office; University of Glasgow; Department of Health and Social Care; Alan Turing Institute; Scottish Government; Engineering and Physical Sciences Research Council; National Institute for Health and Care Research; NHS Health Scotland","keywords":"Medicine; Randomized controlled trial; Cluster randomised controlled trial; Intervention (counseling); Triage; Relapse prevention; Mental health; Psychiatry; Family medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003060811,0.0001775327,0.0004793076,0.0001055979,0.0002802583,0.0001356957,0.0003433518,0.00007136423,0.000139067],"category_scores_gemma":[0.0001686699,0.000118777,0.0003353342,0.0002152073,0.0001063263,0.0001921186,0.0001309372,0.0004726468,0.00001463271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001402361,"about_ca_system_score_gemma":0.0000518922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005777466,"about_ca_topic_score_gemma":0.001786276,"domain_scores_codex":[0.9971516,0.0008507617,0.0009850472,0.0003861853,0.0001919305,0.0004344688],"domain_scores_gemma":[0.9986057,0.0005094511,0.0003396806,0.0004729725,0.00002054298,0.00005162552],"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":[0.9663863,0.001972657,0.01023875,0.00006563168,0.0001119112,0.000001409062,0.000375633,0.000008450024,9.0051e-7,0.00882868,0.009123093,0.002886564],"study_design_scores_gemma":[0.8879399,0.001713203,0.02116323,0.0001096808,0.00004175965,0.00001254083,0.0008248765,0.00006937714,6.356954e-7,0.08718373,0.0007942336,0.0001468313],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737171,0.0006223621,0.00006375646,0.008771844,0.005910984,0.009482489,0.0001146365,0.00003413867,0.001282691],"genre_scores_gemma":[0.9895226,0.000003330203,0.00005285295,0.0001608676,0.0002990637,0.005155373,0.00004669616,0.00002076368,0.004738407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07844642,"threshold_uncertainty_score":0.4843585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04722188155290639,"score_gpt":0.3903020539795086,"score_spread":0.3430801724266022,"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."}}