{"id":"W2899435249","doi":"10.14745/ccdr.v44i11a04","title":"Tuberculosis drug resistance in Canada: 2017","year":2018,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Tuberculosis; Drug resistance; Drug; Medicine; Virology; Intensive care medicine; Pharmacology; 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":[0.0008278953,0.0004011149,0.0004106303,0.003128767,0.00271278,0.002274259,0.001109223,0.0004743562,0.005944481],"category_scores_gemma":[0.002767554,0.0002200039,0.0006461513,0.008677811,0.0005900358,0.000558092,0.001016548,0.001054745,0.0008521837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06207838,"about_ca_system_score_gemma":0.1235566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9928005,"about_ca_topic_score_gemma":0.9955674,"domain_scores_codex":[0.9978205,0.00005630726,0.0001083437,0.0001392352,0.001208779,0.0006668383],"domain_scores_gemma":[0.9941654,0.0001144644,0.0005288748,0.00005658989,0.004109333,0.001025271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003285397,0.0001217157,0.6708228,0.001561592,0.0001628428,0.001063946,0.001470795,0.0006316534,0.0007539267,0.002504825,0.1601709,0.1604065],"study_design_scores_gemma":[0.00003030263,0.00004261073,0.874043,0.000877652,0.0001009806,0.0006803915,0.002399686,0.0006380434,0.0003952665,0.0002586557,0.1204991,0.00003418325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.534941,0.06630871,0.001649626,0.02855974,0.001324178,0.0008544105,0.2358892,0.0005635222,0.1299096],"genre_scores_gemma":[0.8447968,0.04291274,0.002577819,0.005104795,0.0003902677,0.0002410532,0.07901253,0.0001593687,0.02480474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06207838,"threshold_uncertainty_score":0.4504122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02391168941010019,"score_gpt":0.2971551808067202,"score_spread":0.27324349139662,"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."}}