{"id":"W1878399872","doi":"10.1016/j.tube.2015.05.017","title":"Tuberculosis: A disease without boundaries","year":2015,"lang":"en","type":"review","venue":"Tuberculosis","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":326,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Toronto","funders":"","keywords":"Tuberculosis; Disease; Medicine; Intensive care medicine; Epidemiology; Mycobacterium tuberculosis; Public health; Transmission (telecommunications); Immunology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001842484,0.001576307,0.007061117,0.0009900916,0.0004435079,0.0003103856,0.0007134473,0.00108559,0.0009705274],"category_scores_gemma":[0.00251874,0.001153766,0.002625413,0.001236798,0.001087052,0.000267002,0.0005456783,0.002030257,0.004744525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001185326,"about_ca_system_score_gemma":0.004881316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003857061,"about_ca_topic_score_gemma":0.00004614453,"domain_scores_codex":[0.9918004,0.001185415,0.001874853,0.001793072,0.001441124,0.00190512],"domain_scores_gemma":[0.9927579,0.0004301807,0.0004489937,0.00241098,0.0005684159,0.003383533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002109718,0.0004846634,0.001000264,0.03672885,0.003031606,0.0004972048,0.0000884796,4.987019e-7,4.409824e-7,0.0005220972,0.1754429,0.7819921],"study_design_scores_gemma":[0.0007723668,0.0003244441,0.0001728619,0.01319096,0.009940491,0.0006094526,0.00002650149,0.00003895294,4.336711e-7,0.0002796805,0.9736065,0.001037367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005404982,0.9848927,0.00001135441,0.003093878,0.0006084631,0.002940231,0.0004532446,0.0005099168,0.007436157],"genre_scores_gemma":[0.00006064057,0.9896599,0.0004335113,0.001582006,0.001393952,0.001479189,0.001750452,0.0003661778,0.003274163],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7981637,"threshold_uncertainty_score":0.9999427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08737347088508644,"score_gpt":0.4083974865066906,"score_spread":0.3210240156216041,"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."}}