{"id":"W7094118271","doi":"","title":"Tuberculosis drug resistance in Canada: 2006â2016","year":2017,"lang":"en","type":"article","venue":"PubMed Central","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Drug resistance; Tuberculosis; Drug; Antibiotics; Mycobacterium tuberculosis; Antibiotic resistance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000797284,0.0006457914,0.0007068568,0.004367555,0.002503376,0.0024663,0.001297656,0.002177265,0.008210074],"category_scores_gemma":[0.00312656,0.0005125211,0.001097693,0.0100809,0.0003969583,0.000748647,0.001179895,0.001941771,0.00148547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04213468,"about_ca_system_score_gemma":0.112356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9961808,"about_ca_topic_score_gemma":0.9979372,"domain_scores_codex":[0.9979141,0.00005916212,0.0001922367,0.0001682093,0.0009673936,0.0006988092],"domain_scores_gemma":[0.9938788,0.00009849975,0.0008246819,0.00006980442,0.003764225,0.001363978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009791857,0.0003719124,0.5747089,0.001587145,0.0003138692,0.0008015592,0.0006956646,0.0008877666,0.000606777,0.00131168,0.3548245,0.06291109],"study_design_scores_gemma":[0.00006195132,0.00005778272,0.910603,0.0004027524,0.00009934293,0.0002653264,0.0009853056,0.0004811616,0.0002729867,0.00008074606,0.08665553,0.00003411307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2566074,0.01783904,0.0008686209,0.01677346,0.001939829,0.0006621606,0.6538216,0.0003949321,0.05109303],"genre_scores_gemma":[0.6514829,0.02039601,0.002643022,0.01291309,0.0007627025,0.0004109773,0.1844013,0.0002227443,0.1267672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04213468,"threshold_uncertainty_score":0.30571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02133492282151729,"score_gpt":0.2696962024298358,"score_spread":0.2483612796083185,"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."}}