{"id":"W2584697136","doi":"10.1017/s0950268816003186","title":"Cost-effectiveness of active case-finding of household contacts of pulmonary tuberculosis patients in a low HIV, tuberculosis-endemic urban area of Lima, Peru","year":2017,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; International Development Research Centre","keywords":"Medicine; Tuberculosis; Case finding; Sputum; Pulmonary tuberculosis; Cost effectiveness; Contact tracing; Diagnostic test; Human immunodeficiency virus (HIV); Active tuberculosis; Environmental health; Pediatrics; Demography; Family medicine; Mycobacterium tuberculosis; Internal medicine; Coronavirus disease 2019 (COVID-19); Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002037338,0.000987838,0.0007257651,0.0008123624,0.0002418103,0.001119395,0.0009715026,0.0008443651,0.002839832],"category_scores_gemma":[0.01045077,0.0003798773,0.001447777,0.0005195814,0.0005306886,0.001000106,0.001320414,0.0006736668,0.0001276211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002567402,"about_ca_system_score_gemma":0.001393688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01596371,"about_ca_topic_score_gemma":0.01183139,"domain_scores_codex":[0.9979091,0.001650243,0.00005698626,0.0001163192,0.00008341205,0.0001840022],"domain_scores_gemma":[0.9953659,0.003410732,0.000604548,0.00008207747,0.0001347919,0.0004020408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.03971689,0.0102725,0.3193993,0.002444112,0.005421336,0.001497599,0.0007348108,0.4704784,0.002087364,0.003039749,0.002154734,0.1427533],"study_design_scores_gemma":[0.01248307,0.05030891,0.3301349,0.0008581391,0.005589881,0.00115546,0.001531927,0.58936,0.001074492,0.004809656,0.002547669,0.0001459797],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960931,0.001180138,0.0004886258,0.0004933607,0.000007557887,0.0001916079,0.0002758312,0.00002216213,0.001247577],"genre_scores_gemma":[0.9990503,0.0002701977,0.0002737683,0.00004396917,0.000006337423,0.00006620507,0.0001398316,0.000001716746,0.0001477112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01596371,"threshold_uncertainty_score":0.03174156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09291355299742855,"score_gpt":0.361303371109397,"score_spread":0.2683898181119685,"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."}}