{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003498012,0.0003745144,0.001242744,0.0003471618,0.0007153614,0.0000516225,0.0002776801,0.0001888393,0.00008921089],"category_scores_gemma":[0.01124212,0.0002250408,0.0001720435,0.0004171017,0.002034621,0.00009301559,0.0001085122,0.0008673347,8.432218e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008281723,"about_ca_system_score_gemma":0.009007696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8974933,"about_ca_topic_score_gemma":0.9867787,"domain_scores_codex":[0.9951472,0.001073359,0.001631653,0.000506516,0.0003473698,0.001293896],"domain_scores_gemma":[0.9915493,0.00354503,0.0006786378,0.000327923,0.0008538995,0.003045255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005312282,0.0002010111,0.9024448,0.0003470081,0.001189857,0.001652594,0.00134252,0.00001346137,0.005881864,0.001177092,0.0578822,0.02255526],"study_design_scores_gemma":[0.006052439,0.0005751927,0.964637,0.0007746184,0.0002053416,0.001675441,0.005483107,0.0001964224,0.00005292479,0.0003872477,0.0196444,0.0003158448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8993688,0.04598706,0.00004174708,0.0530867,0.0004329068,0.0005009772,0.0004762795,0.000008530253,0.00009698983],"genre_scores_gemma":[0.9774395,0.01534268,0.00004295132,0.00685483,0.0002217294,0.00001039993,0.00003546501,0.00002535351,0.00002707001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08928544,"threshold_uncertainty_score":0.9970866,"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."}}