{"id":"W3016647165","doi":"10.3201/eid2605.190131","title":"Biphasic Outbreak of Invasive Group A <i>Streptococcus</i> Disease in Eldercare Facility, New Zealand","year":2020,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Infection and Immunity; Medical Research Council; University of Melbourne; National Health and Medical Research Council; Wellcome Trust","keywords":"Outbreak; Streptococcus pyogenes; Chemoprophylaxis; Epidemiology; Medicine; Streptococcus; Biology; Virology; Microbiology; Internal medicine; Genetics; Bacteria; Staphylococcus aureus","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003911913,0.000279627,0.0002148716,0.000535682,0.0008614599,0.0007073056,0.0003370289,0.0003116576,0.0004657089],"category_scores_gemma":[0.001316685,0.0001818134,0.0001935521,0.0004310279,0.0005939348,0.0003778698,0.0008373892,0.0004884627,0.00006575426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001487158,"about_ca_system_score_gemma":0.001297371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1202104,"about_ca_topic_score_gemma":0.1367002,"domain_scores_codex":[0.9996364,0.00004405958,0.00004089819,0.00008785338,0.0001098661,0.00008097463],"domain_scores_gemma":[0.9993551,0.0000692332,0.0002614498,0.00003878855,0.0001376784,0.0001376869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004311033,0.0002075053,0.9277984,0.0001076433,0.00005679267,0.00747239,0.005910945,0.0002469367,0.04498714,0.0001175476,0.0003659707,0.01229766],"study_design_scores_gemma":[0.00001283406,0.0003357688,0.9910082,0.00002550693,0.00001692097,0.00222597,0.00345673,0.000346173,0.001952232,0.00004234628,0.0005603672,0.00001706325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994067,0.00002872718,0.0001454138,0.00003353606,0.000001480887,0.0000323352,0.00004977933,0.000003080471,0.0002989852],"genre_scores_gemma":[0.9991851,0.0000871085,0.0004603932,0.00005175118,0.000002252293,0.00001124585,0.00009104713,0.000001226121,0.0001098678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1202104,"threshold_uncertainty_score":0.2390215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01835698379056613,"score_gpt":0.2726967117625591,"score_spread":0.254339727971993,"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."}}