{"id":"W3087470165","doi":"10.1513/annalsats.201906-443oc","title":"Epidemiology of <i>Burkholderia</i> Infections in People with Cystic Fibrosis in Canada between 2000 and 2017","year":2020,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Burkholderia cenocepacia; Burkholderia cepacia complex; Epidemiology; Burkholderia; Multilocus sequence typing; Microbiology; Incidence (geometry); Medicine; Outbreak; Population; Molecular epidemiology; Biology; Genotype; Virology; Environmental health; Bacteria; Internal medicine; Genetics","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":[0.0003478684,0.0003312543,0.000265974,0.001979797,0.001990072,0.00102374,0.0008756755,0.0003618652,0.001586018],"category_scores_gemma":[0.001270654,0.0002381136,0.0004658494,0.003787717,0.0006753902,0.0004203453,0.0008609495,0.0006126288,0.0001316781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02345275,"about_ca_system_score_gemma":0.02718004,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921136,"about_ca_topic_score_gemma":0.9924333,"domain_scores_codex":[0.9991617,0.0000366767,0.00005544009,0.0001329141,0.000290712,0.0003225739],"domain_scores_gemma":[0.99821,0.00003855737,0.0004647136,0.00002854426,0.0008124738,0.000445713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003588105,0.000009761739,0.9939738,0.00006982535,0.00003074799,0.00008407618,0.0003665392,0.00006931091,0.0002195668,0.00008883992,0.001208458,0.003843221],"study_design_scores_gemma":[0.000002621653,0.00001467901,0.9976274,0.0000826261,0.00001752196,0.0001273015,0.0009502709,0.0001408609,0.00006450325,0.00001968768,0.0009462858,0.000006190661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749269,0.00365367,0.0002791509,0.001162895,0.00003896415,0.0001217143,0.01544888,0.000035312,0.004332574],"genre_scores_gemma":[0.9947658,0.001539078,0.0002521313,0.0002542026,0.00001104169,0.00001992562,0.002531389,0.000004669303,0.0006217587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02345275,"threshold_uncertainty_score":0.1701624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08445409469102044,"score_gpt":0.3920629216336515,"score_spread":0.307608826942631,"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."}}