{"id":"W3095901485","doi":"10.5588/ijtld.19.0728","title":"A public health approach to increase treatment of latent TB among household contacts in Brazil","year":2020,"lang":"en","type":"article","venue":"The International Journal of Tuberculosis and Lung Disease","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Psychological intervention; Public health; Latent tuberculosis; Incidence (geometry); Health care; Intervention (counseling); Family medicine; Tuberculosis; Nursing","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":[0.00527184,0.00104657,0.001513348,0.0007304508,0.0009090239,0.0007391002,0.001248518,0.002035876,0.00527471],"category_scores_gemma":[0.00980277,0.0005675617,0.002010707,0.0005964825,0.001378052,0.0007557598,0.001484041,0.001478775,0.0002580002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001784532,"about_ca_system_score_gemma":0.005281041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01009848,"about_ca_topic_score_gemma":0.01137814,"domain_scores_codex":[0.9944854,0.003753909,0.0004063443,0.000626312,0.0003999372,0.0003278962],"domain_scores_gemma":[0.9935389,0.002817207,0.001358896,0.0005327779,0.0003821625,0.001370087],"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":[0.3202193,0.1836337,0.02945752,0.02560163,0.005883642,0.0003016085,0.002011987,0.004087129,0.006039677,0.001426874,0.002000431,0.4193365],"study_design_scores_gemma":[0.5660298,0.3439487,0.07442343,0.003190037,0.003320139,0.0001660215,0.0003970584,0.002190922,0.00183726,0.0008842482,0.003557994,0.0000543922],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959119,0.01157812,0.001989711,0.003357643,0.0004212878,0.01879115,0.0005429519,0.0001752031,0.004024978],"genre_scores_gemma":[0.9863169,0.002073091,0.0035338,0.0008384059,0.0001399723,0.006686892,0.0001475224,0.000004639572,0.0002587833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01009848,"threshold_uncertainty_score":0.02788049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08947648542645459,"score_gpt":0.3394382296458374,"score_spread":0.2499617442193828,"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."}}