{"id":"W2890493010","doi":"10.14745/ccdr.v44i78a06","title":"Community outbreak of invasive group A streptococcus infection in Ontario, Canada","year":2018,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Middlesex London Health Unit; Western University; Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Outbreak; Chemoprophylaxis; Public health; Medicine; Population; Contact tracing; Environmental health; Family medicine; Virology; Internal medicine; Nursing; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0004743955,0.0003770349,0.0002343556,0.0007675366,0.007030835,0.001141559,0.001361825,0.0006603575,0.002994054],"category_scores_gemma":[0.001589454,0.0002777843,0.0002252932,0.001322955,0.001308533,0.0004002895,0.001454586,0.001300559,0.0001540823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05384863,"about_ca_system_score_gemma":0.1183368,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.996524,"about_ca_topic_score_gemma":0.9983763,"domain_scores_codex":[0.9990897,0.00007443731,0.00004944899,0.000063191,0.0004043273,0.0003188968],"domain_scores_gemma":[0.9976797,0.000111519,0.0002668834,0.00003391453,0.000898602,0.001009372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004509591,0.0004602805,0.8270662,0.001184988,0.0001309341,0.02174042,0.03559217,0.0008420075,0.004510777,0.002177449,0.04255123,0.06329259],"study_design_scores_gemma":[0.00005029132,0.0002247301,0.9234117,0.0005673193,0.00004951583,0.002286592,0.04404436,0.0008936574,0.0004179094,0.0003222919,0.02766549,0.00006618207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9471656,0.00494663,0.000685169,0.01217159,0.0002001504,0.0006695611,0.002326026,0.0000992759,0.03173597],"genre_scores_gemma":[0.9876376,0.003532831,0.001018011,0.002069761,0.00005069156,0.00006023751,0.00060879,0.00001558832,0.005006459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05384863,"threshold_uncertainty_score":0.3907009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02668193723001986,"score_gpt":0.2675100150070268,"score_spread":0.2408280777770069,"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."}}