{"id":"W2789491671","doi":"10.14745/ccdr.v43i11a05","title":"Tuberculosis drug resistance in Canada: 2006—2016","year":2017,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":21,"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; Medicine; Drug; Extensively drug-resistant tuberculosis; Virology; Mycobacterium tuberculosis; Pharmacology; Microbiology; 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":[0.0009445439,0.0005588841,0.0005836052,0.004495221,0.002493,0.002135776,0.001418844,0.0005761961,0.004429326],"category_scores_gemma":[0.004277357,0.0003935555,0.0008763069,0.01137657,0.0006073137,0.0007154418,0.001092302,0.0014792,0.0007247294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07713147,"about_ca_system_score_gemma":0.1127384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968514,"about_ca_topic_score_gemma":0.9976864,"domain_scores_codex":[0.9972053,0.00007425144,0.0002239556,0.0002383731,0.0015562,0.0007019015],"domain_scores_gemma":[0.9923043,0.0001011334,0.0009223205,0.00007150516,0.005294502,0.001306291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003746091,0.0001066278,0.7478847,0.001824261,0.0002245864,0.0006122762,0.001567281,0.0007595958,0.0006173427,0.001287609,0.1441535,0.1005877],"study_design_scores_gemma":[0.00002212556,0.00003373307,0.9102685,0.0008366857,0.0000815799,0.00042112,0.001097003,0.000442964,0.0002211304,0.00007003178,0.08646597,0.0000391197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.357462,0.06529909,0.001407896,0.01764587,0.001207325,0.0006686179,0.496452,0.0005186599,0.05933857],"genre_scores_gemma":[0.7773897,0.05258039,0.00259729,0.005686915,0.0004362755,0.0002342452,0.1422682,0.0001729034,0.01863394],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07713147,"threshold_uncertainty_score":0.5596306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223028389854945,"score_gpt":0.2964222112993595,"score_spread":0.274119372313865,"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."}}