{"id":"W2140268200","doi":"10.1086/657068","title":"Epidemic of Group A<i>Streptococcus</i>M/<i>emm</i>59 Causing Invasive Disease in Canada","year":2010,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ste. Anne's Hospital; Mount Sinai Hospital; BC Centre for Disease Control; NOSM University; Saskatchewan Disease Control Laboratory; Alberta Health; Provincial Laboratory of Public Health","funders":"Centers for Disease Control and Prevention; Alberta Health Services","keywords":"Medicine; Streptococcus; Odds ratio; Cellulitis; Confidence interval; Incidence (geometry); Bacteremia; Population; Public health; Epidemiology; Streptococcus pyogenes; Internal medicine; Demography; Surgery; Staphylococcus aureus; Environmental health; Microbiology; Pathology; Antibiotics; Biology","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":[0.0004076588,0.0003298627,0.0002404037,0.001414163,0.002211169,0.0009933331,0.0008821906,0.0003837406,0.001414213],"category_scores_gemma":[0.001224085,0.0002149939,0.0002912548,0.002736454,0.0005508063,0.0002584868,0.0008022766,0.0007715067,0.000136841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02436247,"about_ca_system_score_gemma":0.03836352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921475,"about_ca_topic_score_gemma":0.9928654,"domain_scores_codex":[0.9994223,0.00002338816,0.00002576779,0.00006590454,0.0002698028,0.000192805],"domain_scores_gemma":[0.9985999,0.00005916417,0.0002045132,0.00002952953,0.0006596525,0.0004472346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001719433,0.00006577963,0.9706575,0.0001118365,0.00004621982,0.00112163,0.00124524,0.0005041288,0.002252168,0.0003307979,0.004616923,0.0188758],"study_design_scores_gemma":[0.000008212939,0.00003225367,0.9938698,0.00005795354,0.00001674965,0.0004914569,0.001618466,0.0008715296,0.0001941866,0.00005074384,0.002774961,0.00001369118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888495,0.0008292054,0.0002824412,0.0008276289,0.00002661076,0.00008173149,0.002640957,0.00005034087,0.006411466],"genre_scores_gemma":[0.9956045,0.001075301,0.000508255,0.0003013928,0.0000137857,0.00001219522,0.001579604,0.000008427336,0.0008965987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02436247,"threshold_uncertainty_score":0.1767629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02616334508141197,"score_gpt":0.3358699394706564,"score_spread":0.3097065943892444,"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."}}