{"id":"W2012873343","doi":"10.3402/ijch.v72i0.20067","title":"Examining DNA fingerprinting as an epidemiology tool in the tuberculosis program in the Northwest Territories, Canada","year":2013,"lang":"en","type":"article","venue":"International Journal of Circumpolar Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton; Government of Northwest Territories","funders":"","keywords":"DNA profiling; Genotyping; Tuberculosis; Epidemiology; Contact tracing; Demography; Population; Metis; Medicine; Public health; Molecular epidemiology; Geography; Genotype; Environmental health; Biology; Genetics; Infectious disease (medical specialty); Disease; DNA; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008583668,0.0002199156,0.0002075423,0.001520735,0.001558709,0.0008565484,0.0009031016,0.0002303154,0.0008886369],"category_scores_gemma":[0.002548747,0.0002044488,0.0001774872,0.00290112,0.0005061793,0.0002322243,0.0006069558,0.0003480616,0.0001466707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01140755,"about_ca_system_score_gemma":0.01696478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9830904,"about_ca_topic_score_gemma":0.9878684,"domain_scores_codex":[0.9989603,0.0001408915,0.00005858096,0.0001007773,0.000453094,0.000286343],"domain_scores_gemma":[0.998173,0.0001581869,0.0003386431,0.00003917174,0.0009592768,0.0003317145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001927704,0.00002234295,0.9943116,0.00001799225,0.00001057395,0.00007078981,0.0005165412,0.0000598825,0.0002048992,0.00002419991,0.0002410056,0.004500983],"study_design_scores_gemma":[0.000001891069,0.00002839959,0.9974632,0.00002141603,0.000009665766,0.00007278579,0.001469746,0.0002715586,0.0001445419,0.000009427749,0.0005037951,0.000003495367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964419,0.0004609104,0.0002311932,0.0001431994,0.000005369279,0.00006015433,0.001052022,0.000007194078,0.001597987],"genre_scores_gemma":[0.9979358,0.0003324051,0.0005473586,0.00003961504,0.000002280423,0.00002182351,0.0004793756,0.000002534147,0.0006388895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0169096,"threshold_uncertainty_score":0.08276796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05443236757660662,"score_gpt":0.3845648668274356,"score_spread":0.3301324992508289,"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."}}