{"id":"W1796681918","doi":"10.1128/jcm.02201-15","title":"High Incidence of Invasive Group A Streptococcus Disease Caused by Strains of Uncommon <i>emm</i> Types in Thunder Bay, Ontario, Canada","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University and Génome Québec Innovation Centre; Public Health Ontario; Hospital for Sick Children; Lakehead University; Mount Sinai Hospital; Thunder Bay Regional Health Sciences Centre; University of Toronto","funders":"Public Health Ontario","keywords":"Bay; Population; Outbreak; Incidence (geometry); Disease; Epidemiology; Medicine; Biology; Demography; Virology; Environmental health; Geography; Pathology; Archaeology","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":[0.0003376533,0.0005091706,0.0004724595,0.001970262,0.002955276,0.001583751,0.001287458,0.0004645567,0.002419492],"category_scores_gemma":[0.001498155,0.0004882121,0.0004770122,0.003152358,0.001122737,0.00043784,0.000923456,0.0007026982,0.0002077898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02487998,"about_ca_system_score_gemma":0.02271072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921148,"about_ca_topic_score_gemma":0.9964364,"domain_scores_codex":[0.9989356,0.00004582195,0.00006235061,0.0001937059,0.0004127128,0.0003497329],"domain_scores_gemma":[0.9974425,0.00009283593,0.0006218891,0.00007371742,0.001039604,0.0007294674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005900819,0.00001593343,0.9937642,0.00003712656,0.00005047021,0.0003428134,0.0008213285,0.00008880187,0.001440407,0.00004974801,0.0008185479,0.002511611],"study_design_scores_gemma":[0.000005066188,0.00001639863,0.9976498,0.00001968573,0.00001339428,0.0001607819,0.001204767,0.0001495902,0.00009212226,0.00001054342,0.0006689407,0.000008804139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928679,0.0007744037,0.0001336186,0.0003618145,0.00001891971,0.0000508403,0.00231786,0.00002941292,0.003445249],"genre_scores_gemma":[0.9977567,0.0004744304,0.0001626459,0.0001123483,0.00000794372,0.000008290182,0.000801484,0.000007572841,0.0006685578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02487998,"threshold_uncertainty_score":0.1805177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04629277075048208,"score_gpt":0.3355985061306113,"score_spread":0.2893057353801292,"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."}}