{"id":"W2024826544","doi":"10.1016/j.tube.2012.07.005","title":"Molecular mechanism of rifampicin and isoniazid resistance in Mycobacterium tuberculosis from Bangladesh","year":2012,"lang":"en","type":"article","venue":"Tuberculosis","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Hokkaido University; Japan Society for the Promotion of Science; Ministry of Education, Culture, Sports, Science and Technology; Australian Agency for International Development; National Institutes of Health; Department for International Development, UK Government; Canadian International Development Agency; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"INHA; rpoB; Mycobacterium tuberculosis; Isoniazid; Rifampicin; Tuberculosis; Gene; Multiple drug resistance; Biology; Drug resistance; Gene mutation; Mutation; Virology; Genetics; Medicine; Microbiology; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0003679672,0.0001812086,0.0003066392,0.000621158,0.0002722538,0.0005403587,0.0004094492,0.0005276315,0.001728173],"category_scores_gemma":[0.000672638,0.0002677449,0.0002909148,0.0004502493,0.0004048015,0.0002730664,0.0002195203,0.0004749491,0.0004565628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006674111,"about_ca_system_score_gemma":0.0002852156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006449288,"about_ca_topic_score_gemma":0.002584141,"domain_scores_codex":[0.9997789,0.00004960093,0.00003752243,0.00003276702,0.00005425283,0.00004698613],"domain_scores_gemma":[0.9996343,0.000125367,0.00008638934,0.00003560161,0.00008292918,0.00003537802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001331528,0.0001904426,0.1301739,0.0004220531,0.00006587838,0.001958501,0.001120266,0.0005943284,0.8502207,0.001317079,0.0002632973,0.0123421],"study_design_scores_gemma":[0.0002487531,0.001893963,0.7312995,0.0001853944,0.0003807162,0.01027027,0.006612699,0.002653053,0.2348197,0.001641347,0.009880667,0.0001139334],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967361,0.001041175,0.0003763707,0.0002173236,0.000009538384,0.0000348857,0.0002359174,0.000005199568,0.001343549],"genre_scores_gemma":[0.9986517,0.0005382873,0.0001559893,0.00003230424,0.000005140781,0.00001340826,0.00022454,0.000001398859,0.0003773673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006449288,"threshold_uncertainty_score":0.01282346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01664460009612439,"score_gpt":0.2851561956107259,"score_spread":0.2685115955146015,"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."}}