{"id":"W2110641201","doi":"10.2471/blt.08.051698","title":"Apocalypse or redemption: responding to extensively drug-resistant tuberculosis","year":2009,"lang":"en","type":"article","venue":"Bulletin of the World Health Organization","topic":"Global Health and Surgery","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Tuberculosis; Medicine; Extensively drug-resistant tuberculosis; Drug resistance; Drug; Virology; MEDLINE; Mycobacterium tuberculosis; Intensive care medicine; Biology; Pharmacology; Microbiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003437342,0.0004267345,0.0004441754,0.0004848817,0.002458122,0.002971449,0.001415058,0.005899617,0.01380255],"category_scores_gemma":[0.02009962,0.0001566689,0.0004644823,0.0003585481,0.007638077,0.006516529,0.003457505,0.01008624,0.003152157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001984991,"about_ca_system_score_gemma":0.00282734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001436096,"about_ca_topic_score_gemma":0.00348244,"domain_scores_codex":[0.9977847,0.001211313,0.0001022891,0.0001756619,0.0004104204,0.0003157668],"domain_scores_gemma":[0.995468,0.002326122,0.0005576073,0.0001923787,0.0005373507,0.000918517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003730677,0.0001730715,0.001063875,0.001081847,0.00003219571,0.0010064,0.004276232,0.0001319843,0.0009298391,0.04790882,0.5893648,0.3536579],"study_design_scores_gemma":[0.0001068901,0.0003514886,0.001646324,0.002820143,0.00004231193,0.002630297,0.004918281,0.000247604,0.0007926752,0.07927789,0.9071135,0.00005259029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007154082,0.08343445,0.002901485,0.8269178,0.02768896,0.00006172842,0.00005268443,0.0001869069,0.05160188],"genre_scores_gemma":[0.1732235,0.09932764,0.003994031,0.648023,0.04079771,0.0001482752,0.00008842526,0.00022289,0.03417453],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01380255,"threshold_uncertainty_score":0.04617417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410671384925431,"score_gpt":0.2974703685612616,"score_spread":0.2833636547120073,"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."}}