{"id":"W2293225345","doi":"10.1371/journal.pone.0150511","title":"Association between Directly Observed Therapy and Treatment Outcomes in Multidrug-Resistant Tuberculosis: A Systematic Review and Meta-Analysis","year":2016,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Ontario","funders":"Chinese University of Hong Kong; Department for International Development","keywords":"Medicine; Meta-analysis; Directly Observed Therapy; Confidence interval; Tuberculosis; Internal medicine; MEDLINE; Multi-drug-resistant tuberculosis; Mycobacterium tuberculosis; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01315001,0.002610205,0.02076705,0.006419088,0.0007808037,0.003747629,0.002560093,0.002472154,0.003692006],"category_scores_gemma":[0.03986029,0.001637605,0.04276818,0.008093083,0.0007138695,0.002196243,0.001587393,0.002122483,0.0002747911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003311206,"about_ca_system_score_gemma":0.004566367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007926324,"about_ca_topic_score_gemma":0.01633638,"domain_scores_codex":[0.988905,0.005059717,0.003478849,0.001006297,0.001190434,0.0003597293],"domain_scores_gemma":[0.9724592,0.02064749,0.004203952,0.0005830195,0.001794692,0.0003116629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001495686,0.00004090354,0.004736141,0.4732259,0.5103031,0.0001358097,0.00009260251,0.0004246641,0.0001213088,0.0001026215,0.0004875839,0.008833628],"study_design_scores_gemma":[0.0004920589,0.0001863887,0.003671023,0.03487717,0.9591449,0.00009224559,0.00004556843,0.0001943753,0.00008633756,0.0001287598,0.001057604,0.00002338641],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004689866,0.993578,0.000412316,0.0001468085,0.0001124785,0.0003445467,0.0004790831,0.00002043796,0.0002165344],"genre_scores_gemma":[0.1432487,0.8499704,0.002527089,0.0007706282,0.0002525269,0.0018581,0.0009907172,0.00002856802,0.0003532152],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02076705,"threshold_uncertainty_score":0.06954473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3580639526102342,"score_gpt":0.3930774799858185,"score_spread":0.03501352737558433,"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."}}