{"id":"W1696527058","doi":"10.1155/2007/986794","title":"The Emergence of Extensively Drug‐Resistant Tuberculosis (TB): TB/HIV Coinfection, Multidrug‐Resistant TB and the Resulting Public Health Threat from Extensively Drug‐Resistant TB, Globally and in Canada","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Tuberculosis; Coinfection; Public health; Extensively drug-resistant tuberculosis; Transmission (telecommunications); Drug resistance; Human immunodeficiency virus (HIV); Intensive care medicine; Environmental health; Global health; Mycobacterium tuberculosis; Virology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00177679,0.000354045,0.0007373604,0.0008575872,0.002704917,0.002017426,0.001388677,0.004807375,0.006619857],"category_scores_gemma":[0.007539752,0.0002445409,0.0004410763,0.001346352,0.001728641,0.001313034,0.0006003103,0.003290298,0.0009470355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007686658,"about_ca_system_score_gemma":0.01477276,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3301847,"about_ca_topic_score_gemma":0.7233027,"domain_scores_codex":[0.9970355,0.0008591781,0.000246448,0.0001765681,0.001361552,0.0003208148],"domain_scores_gemma":[0.9930446,0.002286268,0.0007525306,0.00008117608,0.002977927,0.0008574349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000206393,0.00004473261,0.02330342,0.003278685,0.00009844773,0.008226487,0.001867559,0.0002098408,0.00163647,0.005447378,0.8289634,0.1267171],"study_design_scores_gemma":[0.00003275395,0.00007226139,0.03040213,0.002374873,0.0001473812,0.007616302,0.003514983,0.0003605586,0.0008730418,0.002632909,0.9518732,0.00009962537],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01239725,0.144253,0.001057466,0.7757789,0.04692527,0.00005703386,0.000323129,0.00005018879,0.01915769],"genre_scores_gemma":[0.1406251,0.3027702,0.003074696,0.3547049,0.101901,0.00005836895,0.0003665255,0.00007641865,0.09642286],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6698153,"threshold_uncertainty_score":0.6565256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009637479098804335,"score_gpt":0.2557934485913065,"score_spread":0.2461559694925022,"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."}}