{"id":"W3090437384","doi":"10.2196/18029","title":"Using a Mobile Health Intervention (DOT Selfie) With Transfer of Social Bundle Incentives to Increase Treatment Adherence in Tuberculosis Patients in Uganda: Protocol for a Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center","keywords":"Medicine; Psychological intervention; Randomized controlled trial; Directly Observed Therapy; Context (archaeology); mHealth; Tuberculosis; Intervention (counseling); Health care; Short Message Service; Incentive; eHealth; Nursing; Surgery; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02423177,0.006209423,0.01259567,0.002952362,0.003496532,0.004277116,0.003874033,0.007123752,0.05388693],"category_scores_gemma":[0.02022826,0.003478609,0.006305667,0.003012448,0.004179401,0.003495422,0.002668009,0.008514052,0.007774737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005287806,"about_ca_system_score_gemma":0.01319624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003464625,"about_ca_topic_score_gemma":0.005641093,"domain_scores_codex":[0.9826988,0.01003066,0.002111078,0.001573842,0.001524017,0.002061637],"domain_scores_gemma":[0.9917365,0.002085088,0.001924605,0.0009162685,0.001842989,0.001494576],"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":[0.9164723,0.02590269,0.0007110353,0.01702821,0.00208503,0.0001969699,0.0004651547,0.001725375,0.001362651,0.002239787,0.007660098,0.0241506],"study_design_scores_gemma":[0.9567254,0.02812675,0.0009680914,0.001914472,0.0007162869,0.0000306974,0.0001238236,0.00115677,0.0004437602,0.001109158,0.008614737,0.00007016466],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00218965,0.0001706472,0.0005634644,0.0000997675,0.0001860148,0.9959708,0.0004440334,0.00004912342,0.0003265319],"genre_scores_gemma":[0.002045084,0.00009738754,0.001021665,0.00007941818,0.00002981217,0.9964542,0.00007242219,0.000002696959,0.0001973024],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05388693,"threshold_uncertainty_score":0.1802697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2212293028782783,"score_gpt":0.5612910230651224,"score_spread":0.3400617201868441,"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."}}