{"id":"W2997806795","doi":"10.14745/ccdr.v46i01a02","title":"Tuberculosis drug resistance in Canada: 2018","year":2020,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Nortel (Canada); Yukon Health and Social Services; Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Tuberculosis; Drug resistance; Medicine; Public health; Drug resistant tuberculosis; Environmental health; Resistance (ecology); Demography; Mycobacterium tuberculosis; Biology; 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":[0.0005998222,0.0004328256,0.0003738792,0.002961145,0.002867735,0.00190061,0.001349819,0.000602359,0.01019873],"category_scores_gemma":[0.002764539,0.0002473776,0.0006041425,0.006065218,0.0004592039,0.0005714576,0.0009678745,0.001195358,0.001297058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05904933,"about_ca_system_score_gemma":0.1079946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9939149,"about_ca_topic_score_gemma":0.9954417,"domain_scores_codex":[0.9985146,0.00003559885,0.00008696897,0.0001190461,0.0007448451,0.0004988865],"domain_scores_gemma":[0.9947918,0.00007844916,0.0004019745,0.00004874263,0.003573853,0.001105031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002989903,0.0001579679,0.4309594,0.001371223,0.0001099029,0.001054448,0.001139673,0.0006308385,0.0008418956,0.002790431,0.3336453,0.227],"study_design_scores_gemma":[0.00004671711,0.00005410434,0.7233109,0.0009643919,0.00007555722,0.0008171121,0.001434987,0.0007860815,0.0003865511,0.0002372563,0.2718527,0.00003363445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3592419,0.07837397,0.002006226,0.05272818,0.002228671,0.001051051,0.3093292,0.001188547,0.1938522],"genre_scores_gemma":[0.7494038,0.05218188,0.004185376,0.01158764,0.0007162595,0.0004402355,0.1147397,0.0002370741,0.06650797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05904933,"threshold_uncertainty_score":0.4284348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02776392386507968,"score_gpt":0.2728950975135244,"score_spread":0.2451311736484447,"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."}}