{"id":"W2014831172","doi":"10.1371/journal.pone.0059546","title":"Cost-Effectiveness of Quantiferon®-TB Gold-In-Tube Versus Tuberculin Skin Testing for Contact Screening and Treatment of Latent Tuberculosis Infection in Brazil","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fogarty International Center; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Canadian Institutes of Health Research; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Medicine; Tuberculin; Latent tuberculosis; Tuberculosis; QuantiFERON; Cost effectiveness; Vaccination; Tuberculosis diagnosis; Isoniazid; Immunology; Mycobacterium tuberculosis; Pathology; Risk analysis (engineering)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007507997,0.0001994606,0.0009644758,0.0003471192,0.00002741097,0.00000790071,0.00004466255,0.0001589469,0.00002329495],"category_scores_gemma":[0.002152012,0.0001702494,0.0001057078,0.0003414751,0.00007566328,0.000136388,0.00003489315,0.0001500699,0.000005413652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002644592,"about_ca_system_score_gemma":0.00006007114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.018135,"about_ca_topic_score_gemma":0.001376259,"domain_scores_codex":[0.9981043,0.0003268681,0.0005596587,0.0003540836,0.0002129001,0.0004421979],"domain_scores_gemma":[0.9960328,0.003220486,0.0001208114,0.0002171657,0.0002556038,0.0001531021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002379133,0.002323972,0.8538952,0.0008606723,0.0004816294,0.000005317342,0.0001322243,0.0001031874,0.1250727,0.00003878309,0.00000905158,0.01469808],"study_design_scores_gemma":[0.009858345,0.005385387,0.9109316,0.001222364,0.0001858883,0.000004738123,0.0000411885,0.01331947,0.05888686,0.00003506794,0.000005776137,0.0001232566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958485,0.0004249518,0.00005599964,0.0003964984,0.00002719129,0.00306649,0.00001911988,0.00002121812,0.0001400525],"genre_scores_gemma":[0.996401,0.0005771171,0.002109499,0.00002471368,0.00004342417,0.0007581928,0.00004895278,0.00002563259,0.0000114416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06618583,"threshold_uncertainty_score":0.9884033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1851248649534551,"score_gpt":0.3671931157387192,"score_spread":0.182068250785264,"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."}}