{"id":"W4405534345","doi":"10.2196/57991","title":"Effectiveness of a Mobile Health Intervention (DOT Selfie) in Increasing Treatment Adherence Monitoring and Support for Patients With Tuberculosis in Uganda: Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center","keywords":"mHealth; Selfie; Randomized controlled trial; Medicine; Preprint; Directly Observed Therapy; Intervention (counseling); eHealth; Tuberculosis; Telemedicine; Physical therapy; Psychological intervention; Health care; Surgery; Nursing; Computer science; World Wide Web","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":[0.003461691,0.001673181,0.004207847,0.0008850292,0.00080945,0.001353963,0.001151468,0.002825975,0.00853283],"category_scores_gemma":[0.005920165,0.0009516675,0.003323601,0.0006684096,0.001332674,0.001405499,0.001151205,0.002577231,0.0005441752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116138,"about_ca_system_score_gemma":0.001760654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002060245,"about_ca_topic_score_gemma":0.00240628,"domain_scores_codex":[0.9973043,0.001638271,0.0002853219,0.0003345152,0.0001450904,0.000292528],"domain_scores_gemma":[0.9974864,0.001087772,0.0006484471,0.0001252534,0.0001568118,0.0004953822],"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":[0.9684406,0.01111762,0.0006974516,0.002588891,0.001640165,0.00003408977,0.00008696912,0.0002374111,0.0003106818,0.0000814847,0.0002914961,0.01447314],"study_design_scores_gemma":[0.9382892,0.05832112,0.00126447,0.0002278541,0.001066818,0.0000110955,0.00003842352,0.00032884,0.0001043077,0.00007837231,0.00025906,0.00001047829],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641653,0.009857489,0.000952512,0.001041,0.00152535,0.019496,0.0008181842,0.0001436181,0.00200058],"genre_scores_gemma":[0.9584911,0.003714184,0.003358285,0.001016844,0.000677129,0.03063019,0.0004100122,0.00001247372,0.001689672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00853283,"threshold_uncertainty_score":0.02854514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03265118144461831,"score_gpt":0.4181478611001036,"score_spread":0.3854966796554853,"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."}}