{"id":"W2105682307","doi":"","title":"Challenges in Controlling Multiple Drug-Resistant Tuberculosis in Endemic Settings","year":2010,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Tuberculosis; Medicine; Drug; Multi drug resistant; Drug resistance; Intensive care medicine; Pharmacology; Microbiology; Biology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02229352,0.0005139087,0.001037286,0.00102547,0.003123604,0.006803922,0.002991758,0.004651042,0.007932221],"category_scores_gemma":[0.05626546,0.0005482088,0.0004571044,0.0008735104,0.002935514,0.005206683,0.004343485,0.006448964,0.001309034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00241438,"about_ca_system_score_gemma":0.01391495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01713462,"about_ca_topic_score_gemma":0.03011068,"domain_scores_codex":[0.9834502,0.009673466,0.001480904,0.0007930202,0.002476529,0.002125879],"domain_scores_gemma":[0.9643611,0.01542493,0.003577627,0.0009046986,0.005511155,0.01022056],"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":[0.0004112309,0.001689039,0.146666,0.003785154,0.0003549343,0.005406988,0.008591297,0.002018665,0.001750758,0.01370095,0.1996027,0.6160223],"study_design_scores_gemma":[0.000554126,0.00232557,0.2470394,0.01231183,0.0004748541,0.01907185,0.1073672,0.006193793,0.001431157,0.05070876,0.5521092,0.0004121306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06137171,0.05201312,0.003986612,0.862229,0.002850836,0.0001334051,0.000216687,0.0001646468,0.01703398],"genre_scores_gemma":[0.8240142,0.05391637,0.01346283,0.09200902,0.01179979,0.000493328,0.0002629793,0.00009689989,0.003944488],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02229352,"threshold_uncertainty_score":0.1179008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0533170544797683,"score_gpt":0.3614665694544684,"score_spread":0.3081495149747001,"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."}}