{"id":"W2766624047","doi":"10.1093/cid/cix906","title":"Molecular Epidemiology of Tuberculosis in British Columbia, Canada: A 10-Year Retrospective Study","year":2017,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"Canadian Institutes of Health Research; British Columbia Centre for Disease Control; University of British Columbia; BCCDC Foundation for Public Health","keywords":"Tuberculosis; Epidemiology; Odds ratio; Molecular epidemiology; Medicine; Mycobacterium tuberculosis; Genotyping; Demography; Population; Confidence interval; Cluster (spacecraft); Genotype; Internal medicine; Environmental health; Biology; Genetics; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0005728809,0.0006590921,0.0006558329,0.001989383,0.003079529,0.001415299,0.001750267,0.0007197195,0.00133117],"category_scores_gemma":[0.001257524,0.0007798182,0.0004442105,0.005770237,0.0008726427,0.0004522445,0.0009376773,0.0009812597,0.0004100325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02038369,"about_ca_system_score_gemma":0.02177621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9903707,"about_ca_topic_score_gemma":0.9924561,"domain_scores_codex":[0.9988437,0.00007354391,0.00008837321,0.0002464283,0.0004165835,0.0003313207],"domain_scores_gemma":[0.9978738,0.00007602811,0.0003836261,0.0001004851,0.001035122,0.0005309058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000391231,0.00002308862,0.9966749,0.00003497493,0.00005064721,0.0001549308,0.0002343425,0.00005112302,0.0001724857,0.00001861422,0.0007666771,0.001779186],"study_design_scores_gemma":[0.000006037259,0.00002315133,0.9979314,0.00004419846,0.0000386279,0.0001694059,0.0007860322,0.0001505501,0.00003978083,0.00001045435,0.0007914284,0.00000891373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876912,0.002124377,0.000198774,0.0002573892,0.00002034409,0.00009566968,0.007643626,0.00002428686,0.001944306],"genre_scores_gemma":[0.9938151,0.001764874,0.0002703691,0.0002790361,0.00001148537,0.00004009742,0.002936099,0.000009234877,0.0008737131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02038369,"threshold_uncertainty_score":0.1478947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04663179388154672,"score_gpt":0.3967285498359303,"score_spread":0.3500967559543836,"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."}}