{"id":"W2004106621","doi":"10.12816/0005977","title":"Emergence of Potential Superbug Mycobacterium Tuberculosis , Lessons from New Delhi Mutant-1 Bacterial Strains","year":2012,"lang":"en","type":"article","venue":"International Journal of Health Sciences","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency; University of Saskatchewan; Thunder Bay Regional Research Institute","funders":"","keywords":"Mycobacterium tuberculosis; Tuberculosis; Antibiotics; Drug resistance; Public health; Mycobacterium; Medicine; Mechanism (biology); Population; Microbiology; Biology; Environmental health; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002144139,0.000119659,0.0004583765,0.0003087092,0.00009202231,0.00002629928,0.000489431,0.0000700946,0.001851466],"category_scores_gemma":[0.0004607247,0.0000869735,0.0001971824,0.0001893731,0.0002701058,0.0005318408,0.00008094255,0.0002574999,0.00001574364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007640614,"about_ca_system_score_gemma":0.001246864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002723226,"about_ca_topic_score_gemma":0.00008508583,"domain_scores_codex":[0.997032,0.0002281909,0.001029529,0.0001656006,0.001054826,0.0004898779],"domain_scores_gemma":[0.9981978,0.0001566578,0.0005564021,0.0001052836,0.0004161697,0.0005676831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001322133,0.001220066,0.4558728,0.00008736139,0.001057009,0.00009181341,0.003527043,0.0001553319,0.3507955,0.001998917,0.0543079,0.1295641],"study_design_scores_gemma":[0.002387242,0.001926196,0.9647809,0.000500412,0.00008883473,0.001271918,0.002232981,0.0004954025,0.01743434,0.001110641,0.007530788,0.0002403419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294764,0.001887317,0.00102518,0.0636325,0.003638393,0.00008725029,0.0000734706,0.000006227336,0.0001732868],"genre_scores_gemma":[0.99119,0.002187375,0.003263712,0.001096505,0.002211813,9.487729e-7,0.00001395288,0.00000682439,0.0000288556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5089081,"threshold_uncertainty_score":0.999061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07590798461396513,"score_gpt":0.4183116239127095,"score_spread":0.3424036392987444,"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."}}