{"id":"W2884602497","doi":"10.14745/ccdr.v41is2a02","title":"A summary of tuberculosis drug resistance in Canada, 2003−2013","year":2015,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Tuberculosis; Drug resistance; Mycobacterium tuberculosis; Medicine; Drug resistant tuberculosis; Mycobacterium tuberculosis complex; Public health; Environmental health; Veterinary medicine; Biology; Microbiology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0006498407,0.0008568518,0.0005559598,0.008758336,0.001464584,0.001614109,0.001127759,0.0004315669,0.00707322],"category_scores_gemma":[0.002350094,0.0003329793,0.0008663429,0.02363035,0.0003529992,0.0004502018,0.0005374695,0.0008240164,0.001318417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03724936,"about_ca_system_score_gemma":0.07455444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9908592,"about_ca_topic_score_gemma":0.9937193,"domain_scores_codex":[0.9986513,0.00004535547,0.0001688732,0.0001146915,0.0007184427,0.0003012081],"domain_scores_gemma":[0.9959573,0.00009792434,0.0003625875,0.0000350663,0.003055466,0.0004916506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004591625,0.0001079882,0.3159579,0.005820438,0.0003581545,0.0007278272,0.0007154999,0.001383767,0.001029078,0.001210142,0.3910449,0.2811852],"study_design_scores_gemma":[0.0000245234,0.00006933717,0.7864339,0.001301503,0.0002117733,0.0005767046,0.000805292,0.0003088735,0.0003285838,0.0000902098,0.2098138,0.00003550012],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0957771,0.2393341,0.001139348,0.01207934,0.001525538,0.0004318227,0.5638286,0.0008738657,0.08501034],"genre_scores_gemma":[0.3715713,0.2768601,0.003720503,0.005411375,0.0005556935,0.0002333839,0.3047701,0.0002197985,0.03665778],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03724936,"threshold_uncertainty_score":0.2702643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02815811824419952,"score_gpt":0.2861599830707547,"score_spread":0.2580018648265552,"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."}}