{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000213884,0.0002067029,0.0004508061,0.00009576725,0.0002804852,0.00001045916,0.0001532156,0.00005757093,0.0005041208],"category_scores_gemma":[0.0003708115,0.0002002535,0.00008842046,0.0003274195,0.0001623025,0.00007805979,0.0001856994,0.0005168242,0.000001063808],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003365083,"about_ca_system_score_gemma":0.02299185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999936,"about_ca_topic_score_gemma":0.9999997,"domain_scores_codex":[0.9983659,0.0001871192,0.0005966299,0.0001994238,0.0003514451,0.0002995208],"domain_scores_gemma":[0.9971551,0.0001520626,0.0002564557,0.001677512,0.0003284772,0.0004303744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001109666,0.0005299639,0.9930284,0.00006778561,0.0001603629,0.001164538,0.00005673835,0.00001129656,0.00004954154,0.00003844956,0.004501566,0.0002803672],"study_design_scores_gemma":[0.001072226,0.0001644487,0.9773666,0.0002680033,0.0001389844,0.0001119634,0.0001627476,0.00002209459,0.0003682567,0.00005669014,0.02011448,0.0001534692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828104,0.00007686636,0.00000372605,0.0001477905,0.000212896,0.0006869329,0.00005284932,0.00002235154,0.01598617],"genre_scores_gemma":[0.9981137,0.0000164881,0.00003968774,0.0002601994,0.00002239027,0.0001168983,0.0004397646,0.00001984379,0.000971012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01962676,"threshold_uncertainty_score":0.9825469,"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."}}