{"id":"W2898541843","doi":"10.2196/11677","title":"A Feasibility Trial of Power Up: Smartphone App to Support Patient Activation and Shared Decision Making for Mental Health in Young People","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NIHR Nottingham Biomedical Research Centre; Invention for Innovation; Department of Health and Social Care; Invention for Innovation Programme; National Institute for Health and Care Research","keywords":"Mental health; Psychological intervention; Intervention (counseling); Digital health; mHealth; Randomized controlled trial; Young adult; Medicine; Psychology; Gerontology; Nursing; Health care; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001180096,0.0001994015,0.0005118806,0.0003178855,0.0002623868,0.00002966105,0.0000990497,0.0001159022,0.000119577],"category_scores_gemma":[0.0001037338,0.0001994125,0.00006406008,0.0003748284,0.00007179146,0.0001981025,0.00009026226,0.0001544137,0.00001398709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004927324,"about_ca_system_score_gemma":0.0003126796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008636483,"about_ca_topic_score_gemma":0.004866427,"domain_scores_codex":[0.9969899,0.0001773279,0.001259647,0.0006179113,0.0002408022,0.0007143883],"domain_scores_gemma":[0.9983794,0.0001798534,0.0005051011,0.0003213922,0.00009872824,0.000515496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1894312,0.004740353,0.04375759,0.002493893,0.00002829569,7.044e-7,0.06435972,2.657806e-7,0.00001846027,0.003003831,0.03509646,0.6570693],"study_design_scores_gemma":[0.03949159,0.03785975,0.9136016,0.0007984568,0.000009221152,0.00002543778,0.00317467,0.00004379565,0.00002958829,0.002225035,0.002449464,0.0002913913],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863449,0.00008092305,0.0007411439,0.003463044,0.002121069,0.006110266,0.0005049906,0.00003681294,0.0005968795],"genre_scores_gemma":[0.9963857,0.00001187448,0.00134809,0.001442032,0.00009093222,0.0005163705,0.00009844722,0.00002782934,0.00007870773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.869844,"threshold_uncertainty_score":0.8131805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08348986549049585,"score_gpt":0.4736834337067211,"score_spread":0.3901935682162252,"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."}}