{"id":"W6999830459","doi":"","title":"Digital adherence technology for tuberculosis treatment supervision: A stepped-wedge cluster-randomized trial in Uganda.","year":2021,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Canada; Bill and Melinda Gates Foundation; United States Agency for International Development","keywords":"Tuberculosis; Odds ratio; Odds; Intervention (counseling); Randomized controlled trial; Directly Observed Therapy; Clinical trial; Pulmonary tuberculosis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.005047756,0.00134494,0.00179786,0.0005902447,0.000616563,0.0008134414,0.0008290645,0.001706543,0.00992475],"category_scores_gemma":[0.006232086,0.000786485,0.001732265,0.0005609489,0.0014095,0.001164848,0.001213907,0.001621573,0.0007422811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001095904,"about_ca_system_score_gemma":0.002709972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001662884,"about_ca_topic_score_gemma":0.002242124,"domain_scores_codex":[0.9960344,0.002999881,0.0002241958,0.0002764947,0.000169631,0.0002953289],"domain_scores_gemma":[0.9977056,0.0006583945,0.0006674292,0.000203177,0.000186434,0.0005789028],"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":[0.8861277,0.021081,0.004198587,0.008669433,0.001963545,0.0001375674,0.0004555966,0.0009285762,0.001076389,0.00104817,0.003302749,0.07101063],"study_design_scores_gemma":[0.8852614,0.1034376,0.005331784,0.0007496334,0.0007989721,0.00006479371,0.0001369136,0.0009132823,0.0003374779,0.0008840527,0.002055192,0.00002905358],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9244827,0.009294606,0.002334333,0.001719549,0.0009294986,0.0552794,0.001425863,0.0001875173,0.004346509],"genre_scores_gemma":[0.9299695,0.001804219,0.006229738,0.001164148,0.0002575208,0.05800103,0.0003805745,0.0000158523,0.002177409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00992475,"threshold_uncertainty_score":0.03320158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04017018740699409,"score_gpt":0.3105210930475965,"score_spread":0.2703509056406024,"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."}}