{"id":"W1706523233","doi":"10.1155/2008/857901","title":"Diagnosis of Multidrug‐Resistant Tuberculosis and Extensively Drug‐Resistant Tuberculosis: Current Standards and Challenges","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Tuberculosis; Medicine; Multiple drug resistance; Drug; Extensively drug-resistant tuberculosis; Drug resistance; Intensive care medicine; Mycobacterium tuberculosis; Pharmacology; Microbiology; Biology; 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":[0.02616687,0.000912799,0.001847161,0.004684598,0.001156162,0.004789575,0.004199405,0.003833973,0.002337672],"category_scores_gemma":[0.03178932,0.0005423987,0.0007228584,0.002621098,0.00500373,0.006112101,0.003056776,0.005164413,0.002204961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00289988,"about_ca_system_score_gemma":0.005047689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004832441,"about_ca_topic_score_gemma":0.004489814,"domain_scores_codex":[0.9852855,0.005627419,0.00207056,0.001363243,0.004958646,0.0006946143],"domain_scores_gemma":[0.9637377,0.01294348,0.003227704,0.001100077,0.01686128,0.002129649],"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":[0.0002220785,0.0001412338,0.01701677,0.00693582,0.00006936021,0.001815248,0.001155534,0.0004849384,0.003403331,0.01098082,0.06468926,0.8930857],"study_design_scores_gemma":[0.00007171092,0.0008504054,0.03576648,0.03457792,0.000372729,0.0388308,0.009935659,0.00525726,0.005445178,0.06389715,0.804647,0.0003477651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00861067,0.7792763,0.03696043,0.1572855,0.004826068,0.0002062889,0.0003571645,0.0004697168,0.01200779],"genre_scores_gemma":[0.1223231,0.7263185,0.0944821,0.03574658,0.01613785,0.0003135288,0.001607008,0.0001523909,0.002918893],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02616687,"threshold_uncertainty_score":0.1383853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849237363081755,"score_gpt":0.2813317263088084,"score_spread":0.2628393526779909,"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."}}