{"id":"W3185224608","doi":"10.1093/cid/ciab652","title":"Vikela Ekhaya: A Novel, Community-based, Tuberculosis Contact Management Program in a High Burden Setting","year":2021,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center; Global Affairs Canada","keywords":"Medicine; Tuberculosis; Isoniazid; Contact tracing; Public health; Psychological intervention; Rifampicin; Asymptomatic; Odds ratio; Logistic regression; Environmental health; Pediatrics; Internal medicine; Pathology; Nursing; Disease","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":[0.0007232502,0.0003211434,0.0002287377,0.0002679911,0.001015178,0.000563961,0.0009761545,0.0005679663,0.005675931],"category_scores_gemma":[0.0009827979,0.0002036071,0.0003336154,0.0001642688,0.0003518774,0.0006269231,0.002403183,0.0007215205,0.0005287492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004312488,"about_ca_system_score_gemma":0.002434156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001968259,"about_ca_topic_score_gemma":0.0036233,"domain_scores_codex":[0.9996049,0.0001531657,0.00001602968,0.00007456011,0.00004010297,0.0001111381],"domain_scores_gemma":[0.9993993,0.00007481271,0.00006932797,0.00002631026,0.00003385995,0.0003964059],"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":[0.003163173,0.02436319,0.2850116,0.001343711,0.0001677657,0.00423482,0.005553133,0.001009724,0.03466415,0.001238636,0.01328686,0.6259633],"study_design_scores_gemma":[0.003684675,0.01876297,0.8806053,0.0008890752,0.0003665492,0.005052865,0.006640004,0.00423408,0.00640155,0.001177829,0.07206599,0.0001190015],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861037,0.0007778935,0.001944246,0.001222609,0.0001144127,0.0009266409,0.0001854961,0.0002023949,0.008522734],"genre_scores_gemma":[0.9792173,0.0006317133,0.01036273,0.001421163,0.00007755218,0.001149037,0.0003230768,0.0000331048,0.006784508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005675931,"threshold_uncertainty_score":0.01898789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0536896628753523,"score_gpt":0.4132870137544879,"score_spread":0.3595973508791356,"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."}}